dataset.jsonl

{"id": "4am_finQNA_techcorp_2025_1", "pre_text": ["TechCorp reported strong revenue growth in 2025 driven by cloud services and AI products.", "Operating expenses increased due to heavy R&D investment."], "post_text": ["The company maintained a healthy cash position despite share buybacks."], "table": [["Metric", "2025", "2024", "2023"], ["Revenue ($M)", "8450", "7120", "5980"], ["Cost of Revenue ($M)", "3120", "2680", "2350"], ["Operating Expenses ($M)", "3780", "3010", "2650"], ["Net Income ($M)", "1120", "980", "720"], ["Shares Outstanding (M)", "285", "295", "310"]], "question": "What was the year-over-year operating margin improvement from 2024 to 2025 in percentage points? Also calculate the 2025 EPS.", "answer": "1.8; 3.93"}
{"id": "4am_finQNA_pharma_2025_2", "pre_text": ["PharmaGen faced patent cliff pressure but launched two new drugs in late 2024.", "R&D spend was front-loaded in Q1-Q2."], "post_text": ["Gross margin improved due to higher-margin specialty drugs."], "table": [["Item", "2025", "2024"], ["Revenue ($M)", "6240", "5890"], ["Gross Profit ($M)", "4180", "3720"], ["R&D ($M)", "1240", "980"], ["SG&A ($M)", "980", "850"], ["Net Profit ($M)", "860", "710"]], "question": "Calculate the Gross Margin % for 2025 and determine by what percentage Net Profit grew faster than Revenue YoY.", "answer": "67.0; 48.2"}
{"id": "4am_finQNA_bank_2025_3", "pre_text": ["GlobalBank benefited from higher interest rates in 2025 but saw deposit outflows in Q4."], "post_text": ["Loan loss provisions decreased significantly due to improved credit quality."], "table": [["Category", "2025", "2024"], ["Net Interest Income ($M)", "4280", "3650"], ["Non-Interest Income ($M)", "1890", "1720"], ["Total Provisions ($M)", "340", "610"], ["Net Income ($M)", "2150", "1680"]], "question": "What was the contribution of reduced provisions to the YoY Net Income growth in percentage points?", "answer": "12.6"}
{"id": "4am_finQNA_retail_2025_4", "pre_text": ["ValueMart same-store sales grew modestly while new store openings drove overall growth.", "Inflation negatively impacted gross margin."], "post_text": ["The company repurchased $450M worth of shares during the year."], "table": [["Metric", "2025", "2024"], ["Total Revenue ($M)", "18450", "16980"], ["Same Store Sales Growth (%)", "2.8", "4.1"], ["Gross Margin (%)", "24.6", "26.2"], ["Operating Income ($M)", "1240", "1380"], ["Shares Outstanding (M)", "142", "148"]], "question": "If operating margin declined, calculate the 2025 EPS and the implied total revenue from new stores.", "answer": "8.73; 1470"}
{"id": "4am_finQNA_energy_2025_5", "pre_text": ["Crude prices averaged $78/barrel in 2025 versus $92 in 2024."], "post_text": [], "table": [["Item", "2025", "2024"], ["Production (M BOE)", "185", "172"], ["Revenue ($M)", "12480", "13850"], ["Operating Cash Flow ($M)", "4250", "4890"]], "question": "What was the percentage change in Revenue per BOE from 2024 to 2025?", "answer": "-14.8"}
{"id": "4am_finQNA_tech2_2025_6", "pre_text": ["NextGen Tech reported record free cash flow despite increased capital expenditure on new fabs."], "post_text": ["Deferred revenue increased by $680M due to strong multi-year contracts."], "table": [["Metric", "2025", "2024"], ["Operating Cash Flow ($M)", "6850", "5210"], ["CapEx ($M)", "3120", "1980"], ["Free Cash Flow ($M)", "3730", "3230"], ["Deferred Revenue ($M)", "2450", "1770"]], "question": "Calculate FCF margin assuming Revenue was $21.4B in 2025. Also, what portion of FCF growth came from operating cash flow improvement?", "answer": "17.4; 89.1"}
{"id": "4am_finQNA_auto_2025_7", "pre_text": ["EV sales represented 38% of total units sold in 2025."], "post_text": [], "table": [["Item", "2025"], ["Total Revenue ($M)", "128450"], ["Total Units Sold (k)", "1840"], ["EV Units Sold (k)", "699"]], "question": "What was the average revenue per vehicle in 2025 (in thousands)?", "answer": "69.81"}
{"id": "4am_finQNA_financial_2025_8", "pre_text": ["Asset management fees grew strongly while investment banking fees declined due to slower M&A market."], "post_text": ["The firm returned 68% of earnings to shareholders via dividends and buybacks."], "table": [["Division", "2025 Revenue ($M)", "2024 Revenue ($M)"], ["Asset Management", "3240", "2780"], ["Investment Banking", "1890", "2150"], ["Total Revenue", "6890", "6420"], ["Net Income", "2150", "1840"]], "question": "Calculate the overall revenue growth rate and the Net Margin expansion in percentage points.", "answer": "7.3; 2.1"}
{"id": "4am_finQNA_9", "pre_text": ["Price increases and volume growth both contributed to top-line performance."], "post_text": ["Advertising expense rose 18% YoY."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "8750", "7920"], ["COGS ($M)", "4120", "3810"], ["Operating Income ($M)", "1680", "1420"]], "question": "What was the Operating Margin in 2025 and the improvement from 2024?", "answer": "19.2; 1.3"}
{"id": "4am_finQNA_10", "pre_text": ["Acquisitions contributed $920M in revenue while organic growth was 4.2%.", "Currency headwinds reduced reported revenue by $380M."], "post_text": ["Effective tax rate decreased to 21.4% from 24.8% due to R&D tax credits."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Revenue", "15680", "14210"], ["EBIT", "3240", "2810"], ["Net Income", "2480", "2040"]], "question": "Calculate organic revenue growth including currency impact, and the tax savings benefit to Net Income.", "answer": "5.9; 98"}
{"id": "4am_finQNA_11", "pre_text": ["TechVision Inc. reported strong top-line growth driven by AI solutions while facing higher R&D and marketing spend to support expansion."], "post_text": ["The company completed a major acquisition contributing to inorganic growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "9850"], ["Organic Revenue", "10850", "9850"], ["Gross Profit", "8120", "6420"], ["Operating Income", "3120", "2480"], ["Net Income", "2180", "1680"]], "question": "Calculate overall revenue growth %, organic growth %, gross margin for 2025, and the contribution of the acquisition to total revenue growth in percentage points.", "answer": "26.7; 10.2; 65.1; 13.1"}
{"id": "4am_finQNA_12", "pre_text": ["PharmaCore faced patent expiry on its flagship drug but launched two new high-margin specialty products."], "post_text": ["R&D tax credits reduced effective tax rate."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8750", "9420"], ["Gross Profit", "6120", "6580"], ["R&D", "1840", "2120"], ["Net Income", "1680", "1420"]], "question": "Calculate Gross Margin % and Net Margin % for 2025. Did Net Margin expand despite revenue decline? By how many percentage points?", "answer": "70.0; 19.2; Yes, 2.1"}
{"id": "4am_finQNA_13", "pre_text": ["Global Retail Bank benefited from higher interest rates but saw increased deposit competition."], "post_text": ["Loan loss provisions decreased due to improved credit quality."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "4280", "3650"], ["Non-Interest Income", "1680", "1420"], ["Provisions", "420", "680"], ["Net Income", "2450", "1980"]], "question": "What percentage of Net Income growth came from reduced provisions? Calculate the YoY growth rate of Net Income.", "answer": "35.7; 23.7"}
{"id": "4am_finQNA_14", "pre_text": ["EV Dynamics scaled production aggressively while average selling price declined due to market competition."], "post_text": ["Battery cost reduction initiatives delivered savings."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (000)", "680", "420"], ["Revenue ($M)", "24800", "18400"], ["Gross Margin (%)", "18.4", "22.6"]], "question": "Calculate 2025 revenue per vehicle ($000) and the gross margin contraction in percentage points. Estimate the implied cost savings needed to offset ASP decline.", "answer": "36.47; 4.2; ~920"}
{"id": "4am_finQNA_15", "pre_text": ["SaaS Dynamics maintained high growth with improving profitability metrics."], "post_text": ["Net revenue retention rate reached 122%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["ARR", "4250", "3180"], ["Revenue", "3980", "2940"], ["Operating Income", "920", "510"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate revenue growth %, Operating Margin for 2025, Operating Margin expansion, and Deferred Revenue as % of revenue.", "answer": "35.4; 23.1; 6.1; 42.2"}
{"id": "4am_finQNA_16", "pre_text": ["Consumer Staples Co successfully passed through commodity inflation via pricing while volumes were mixed."], "post_text": ["Advertising expense increased to support new product launches."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Gross Profit", "8120", "7240"], ["Operating Income", "4120", "3680"]], "question": "Calculate Gross Margin %, Operating Margin % for 2025, and the gross margin expansion in percentage points.", "answer": "44.1; 22.4; 1.1"}
{"id": "4am_finQNA_17", "pre_text": ["SemiconAI benefited from surging AI demand while consumer electronics segment declined."], "post_text": ["Inventory correction was completed by Q3."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Gross Profit", "18420", "14800"], ["Operating Income", "9680", "7120"]], "question": "Calculate Gross Margin and Operating Margin for both years. What was the operating leverage (incremental margin) on revenue growth?", "answer": "50.1 vs 47.4; 26.3 vs 22.8; 68.5"}
{"id": "4am_finQNA_18", "pre_text": ["Industrial REIT achieved high occupancy with strong rent escalations and successful acquisitions."], "post_text": ["Portfolio occupancy reached 96.8%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Revenue", "2850", "2420"], ["NOI", "2120", "1780"], ["FFO", "1680", "1420"]], "question": "Calculate NOI Margin and FFO Margin for 2025. What was the implied acquisition contribution assuming organic NOI growth of 6.2%?", "answer": "74.4; 58.9; ~280"}
{"id": "4am_finQNA_19", "pre_text": ["Insurance Holdings faced elevated catastrophe losses but benefited from higher investment yields."], "post_text": ["Combined ratio remained healthy."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Premiums Earned", "12480", "11250"], ["Losses & Expenses", "9850", "9210"], ["Investment Income", "2480", "1980"], ["Net Income", "1680", "1420"]], "question": "Calculate the Combined Ratio for 2025 and the percentage contribution of investment income to pre-tax income.", "answer": "78.9; 38.2"}
{"id": "4am_finQNA_20", "pre_text": ["Luxury Brands Group reported strong Asia demand but faced currency headwinds in Europe."], "post_text": ["Acquired a high-end watch brand during the year."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "7.8", "9.2"], ["EBIT", "5240", "4520"]], "question": "Calculate total reported revenue growth % and the acquisition contribution in percentage points. Also compute EBIT Margin for 2025.", "answer": "13.0; 5.2; 28.5"}
{"id": "4am_finQNA_21", "pre_text": ["Payment Processor expanded merchant network and BNPL offerings."], "post_text": ["Take rate held steady despite regulatory changes."], "table": [["Metric", "2025", "2024"], ["Payment Volume ($B)", "1240", "980"], ["Revenue ($M)", "4280", "3420"], ["Net Income ($M)", "1680", "1240"]], "question": "Calculate take rate in basis points for 2025, revenue growth %, and Net Margin.", "answer": "34.5; 25.1; 39.3"}
{"id": "4am_finQNA_22", "pre_text": ["Heavy Machinery Inc. saw strong mining segment demand but weakness in agriculture."], "post_text": ["Aftermarket parts revenue grew double digits."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "15840", "14290"], ["Operating Income", "2840", "2310"], ["Net Income", "1950", "1680"]], "question": "Calculate Operating Margin and Net Margin for 2025. What was the YoY improvement in Operating Margin?", "answer": "17.9; 12.3; 1.8 pp"}
{"id": "4am_finQNA_23", "pre_text": ["SolarTech added significant capacity but faced lower realized power prices."], "post_text": ["Long-term PPAs provided some protection."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "8.4", "6.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per GW for both years and the YoY percentage change. Also compute EBITDA margin for 2025.", "answer": "147.6 vs 160.7; -8.1; 54.8"}
{"id": "4am_finQNA_24", "pre_text": ["Fashion Retail Group shifted mix toward premium private labels."], "post_text": ["Inventory turnover improved due to better analytics."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8930", "8120"], ["Gross Profit", "4120", "3840"], ["Operating Income", "980", "1020"]], "question": "Calculate Gross Margin % and Operating Margin % for 2025. Did Operating Margin expand or contract?", "answer": "46.1; 11.0; contracted by 0.8 pp"}
{"id": "4am_finQNA_25", "pre_text": ["DataCenter REIT reported record occupancy driven by AI workload demand."], "post_text": ["Rent escalations averaged 5.8%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2140", "1780"], ["NOI", "1680", "1390"], ["FFO", "1240", "980"]], "question": "Calculate NOI Margin, FFO Margin, and implied organic NOI growth assuming acquisitions added $180M revenue.", "answer": "78.5; 57.9; 8.4"}
{"id": "4am_finQNA_26", "pre_text": ["Consumer Electronics Co faced component cost inflation from tariffs."], "post_text": ["Services revenue mix continued to increase."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "28450", "26180"], ["Gross Margin (%)", "32.4", "34.8"], ["Operating Margin (%)", "9.8", "11.2"]], "question": "Calculate Operating Income for both years and total margin compression (Gross + Operating) in percentage points.", "answer": "2788 vs 2932; 3.8"}
{"id": "4am_finQNA_27", "pre_text": ["Software-as-a-Service company showed strong Rule of 40 performance."], "post_text": ["Net retention rate reached 118%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3980", "2940"], ["Gross Margin (%)", "82.4", "81.2"], ["Operating Income", "920", "510"]], "question": "Calculate Operating Margin expansion and check Rule of 40 score (Revenue Growth % + Op Margin %).", "answer": "6.1; 64.5"}
{"id": "4am_finQNA_28", "pre_text": ["Luxury Auto Manufacturer reported record deliveries with favorable product mix shift toward EVs."], "post_text": ["Average selling price increased due to higher trim levels."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (000)", "218", "189"], ["Revenue ($M)", "124500", "108400"], ["EBIT ($M)", "16800", "14200"]], "question": "Calculate revenue per vehicle in $000 and EBIT Margin for 2025.", "answer": "571.1; 13.5"}
{"id": "4am_finQNA_29", "pre_text": ["Telecom Operator faced legacy revenue decline but strong 5G subscriber growth."], "post_text": ["ARPU increased due to data consumption."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Service Revenue", "18420", "17980"], ["EBITDA", "6840", "6520"]], "question": "Calculate total revenue growth (assuming equipment revenue flat at $3120M) and EBITDA Margin for 2025.", "answer": "3.1; 31.9"}
{"id": "4am_finQNA_30", "pre_text": ["Asset Manager benefited from market rally and strong inflows."], "post_text": ["Performance fees were exceptionally high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["AUM ($B)", "285", "242"], ["Revenue", "3680", "3120"], ["Net Income", "1680", "1240"]], "question": "Calculate revenue yield on AUM (%) and Net Margin expansion.", "answer": "1.29; 3.2"}
{"id": "4am_finQNA_31", "pre_text": ["Logistics Company normalized freight rates after previous volatility while fuel costs declined."], "post_text": ["Operational efficiency improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin for both years and the expansion in percentage points.", "answer": "13.5 vs 6.6; 6.9"}
{"id": "4am_finQNA_32", "pre_text": ["Biotech firm turned profitable after successful drug launch."], "post_text": ["R&D spending remained elevated for pipeline."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "1840", "920"], ["R&D", "680", "1240"], ["Net Income", "240", "-380"]], "question": "Calculate revenue growth rate (%) and the total profitability swing from loss to profit.", "answer": "100; 620"}
{"id": "4am_finQNA_33", "pre_text": ["Department Store Chain optimized store footprint while growing e-commerce."], "post_text": ["Comparable sales turned positive."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8720", "8450"], ["Gross Margin (%)", "38.4", "37.2"], ["Operating Income", "680", "420"]], "question": "Calculate Operating Margin for 2025 and the YoY improvement in percentage points.", "answer": "7.8; 2.8"}
{"id": "4am_finQNA_34", "pre_text": ["Semiconductor Equipment maker reported record bookings from AI customers."], "post_text": ["Book-to-bill ratio stayed above 1.2 throughout the year."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "48.2", "46.8"], ["Backlog", "12400", "8920"]], "question": "Calculate backlog coverage in months based on 2025 revenue.", "answer": "21.7"}
{"id": "4am_finQNA_35", "pre_text": ["Utility company benefited from rate base growth and favorable regulatory decisions."], "post_text": ["Renewable mix increased to 42%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7840", "7210"], ["EBITDA", "3120", "2840"], ["Net Income", "1240", "1080"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "39.8; 15.8"}
{"id": "4am_finQNA_36", "pre_text": ["Gaming Company launched two major titles with strong pre-orders and monetization."], "post_text": ["User engagement metrics improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and the expansion in percentage points.", "answer": "31.0 vs 26.5; 4.5"}
{"id": "4am_finQNA_37", "pre_text": ["AeroDynamics Inc. reported higher deliveries but faced significant supply chain cost inflation and increased R&D for next-gen programs."], "post_text": ["The company maintained a strong backlog position."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18740", "16280"], ["Cost of Revenue", "14230", "11980"], ["Operating Expenses", "3120", "2840"], ["Net Income", "980", "920"], ["Backlog ($B)", "68.4", "59.2"]], "question": "1. Calculate 2025 Gross Margin. 2. Calculate Operating Margin. 3. Determine backlog coverage in months of 2025 revenue. 4. Calculate how much backlog growth contributes as a multiple of 2025 revenue.", "answer": "24.1; 7.4; 43.8 months; 3.65x"}
{"id": "4am_finQNA_38", "pre_text": ["BioVita Pharma launched two new oncology drugs while legacy products faced generic competition."], "post_text": ["Royalty income increased significantly from licensing agreements."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "9340", "8150"], ["COGS", "3120", "2980"], ["R&D", "1840", "1520"], ["Net Income", "1680", "1240"]], "question": "Calculate: 1) Gross Margin % for 2025. 2) R&D as % of revenue in both years. 3) Net Margin expansion in percentage points. 4) YoY Net Income growth rate.", "answer": "66.6; 19.7 vs 18.7; 2.1; 35.5"}
{"id": "4am_finQNA_39", "pre_text": ["Global Retail Corp faced heavy promotional activity and rising logistics costs due to e-commerce shift."], "post_text": ["Same-store sales turned positive in the second half."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "32450", "29870"], ["Gross Margin (%)", "28.4", "29.8"], ["Operating Margin (%)", "6.8", "7.9"], ["Comparable Sales Growth (%)", "1.2", "-2.4"]], "question": "Calculate: 1) 2025 Operating Income. 2) Operating margin compression in pp. 3) Implied gross profit dollars for 2025. 4) The drag from gross margin contraction on operating income.", "answer": "2206.6; 1.1; 9215.8; ~455"}
{"id": "4am_finQNA_40", "pre_text": ["FinCore Bank enjoyed higher net interest margins but increased provisions in Q4 due to one large exposure."], "post_text": ["Wealth management fee income grew strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "6850", "5740"], ["Non-Interest Income", "3120", "2680"], ["Provisions", "680", "920"], ["Net Income", "4210", "3380"]], "question": "Calculate: 1) Percentage of Net Income growth from NII expansion. 2) Percentage from lower provisions. 3) Overall Net Income growth rate.", "answer": "68.4; 31.6; 24.6"}
{"id": "4am_finQNA_41", "pre_text": ["GreenEnergy Solutions added new renewable capacity but realized lower power prices per MWh."], "post_text": ["Production efficiency improved due to better technology."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "14.8", "11.2"], ["Revenue ($M)", "4280", "3950"], ["EBITDA ($M)", "1680", "1420"]], "question": "Calculate: 1) Revenue per GW for both years. 2) YoY % change in revenue per GW. 3) EBITDA Margin for 2025.", "answer": "289.2 vs 352.7; -18.0; 39.3"}
{"id": "4am_finQNA_42", "pre_text": ["Luxury Brands completed the acquisition of a premium watchmaker contributing $420M revenue."], "post_text": ["Organic growth slowed due to currency headwinds."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Organic Growth (%)", "7.8", "9.2"], ["EBIT", "3240", "2680"]], "question": "Calculate: 1) Total reported growth %. 2) Acquisition contribution in percentage points. 3) EBIT Margin for 2025.", "answer": "15.0; 3.9; 26.0"}
{"id": "4am_finQNA_43", "pre_text": ["CloudSoft Inc. reported robust subscription growth with improving retention."], "post_text": ["Deferred revenue increased due to multi-year contracts."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Subscription Revenue", "8750", "6920"], ["Total Revenue", "9680", "7840"], ["Deferred Revenue", "2450", "1780"]], "question": "Calculate: 1) Subscription revenue growth %. 2) Deferred revenue growth %. 3) Deferred revenue as % of total revenue in 2025.", "answer": "26.4; 37.6; 25.3"}
{"id": "4am_finQNA_44", "pre_text": ["AutoParts Ltd. saw strong EV component demand while traditional ICE parts declined."], "post_text": ["Raw material costs stabilized in H2 after hedging."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "6720", "6180"], ["Gross Margin (%)", "21.8", "23.5"], ["Operating Income ($M)", "840", "920"]], "question": "Calculate: 1) 2025 Operating Margin. 2) YoY change in Operating Margin (pp). 3) Implied gross profit dollars for 2025.", "answer": "12.5; -2.4; 1465.0"}
{"id": "4am_finQNA_45", "pre_text": ["Consumer Staples Co maintained pricing power despite volume pressure in emerging markets."], "post_text": ["Cost optimization programs delivered savings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "15420", "14280"], ["Operating Income", "3120", "2780"]], "question": "Calculate Operating Margin for both years and the expansion in percentage points.", "answer": "20.2 vs 19.5; 0.7"}
{"id": "4am_finQNA_46", "pre_text": ["Semicon Dynamics faced inventory correction in consumer electronics but grew strongly in AI and automotive."], "post_text": ["CapEx remained high for new capacity."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "21800", "19650"], ["Gross Profit", "9840", "9120"], ["Free Cash Flow", "3240", "2890"]], "question": "Calculate: 1) Gross Margin % for both years. 2) FCF margin for 2025. 3) YoY FCF growth rate.", "answer": "45.1 vs 46.4; 14.9; 12.1"}
{"id": "4am_finQNA_47", "pre_text": ["Heavy Machinery Inc. announced a large share repurchase program while investing in new product lines."], "post_text": ["Mining segment drove majority of growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "15840", "14290"], ["Operating Income", "2840", "2310"], ["Net Income", "1950", "1680"], ["Shares Outstanding (M)", "248", "265"]], "question": "Calculate: 1) 2025 Operating Margin. 2) EPS for 2025. 3) YoY EPS growth rate.", "answer": "17.9; 7.86; 24.1"}
{"id": "4am_finQNA_48", "pre_text": ["MediTech Solutions reported strong hospital equipment sales while consumables grew steadily."], "post_text": ["Currency translation negatively impacted European revenue by an estimated $180M."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "5980"], ["Gross Profit", "4120", "3590"], ["EBITDA", "1680", "1420"]], "question": "Perform the following steps: 1) Calculate Gross Margin % for 2025. 2) Calculate EBITDA Margin for 2025. 3) Estimate the currency-adjusted revenue growth rate. 4) Compute EBITDA margin expansion in percentage points.", "answer": "61.3; 25.0; 15.1; 1.4"}
{"id": "4am_finQNA_49", "pre_text": ["Regional Bank Corp benefited from higher loan yields but deposit costs rose sharply in H2."], "post_text": ["Non-performing loans ratio improved to 0.8% from 1.4%."], "table": [["Category", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "2140", "1780"], ["Fee Income", "680", "620"], ["Provision for Credit Losses", "210", "340"], ["Net Income", "1380", "980"]], "question": "Step-by-step: 1) Calculate total revenue growth %. 2) Determine the contribution of reduced provisions to YoY Net Income growth in percentage points. 3) Compute overall Net Income growth rate. 4) Estimate the impact of lower provisions as % of total growth.", "answer": "15.8; 8.7; 40.8; 31.7"}
{"id": "4am_finQNA_50", "pre_text": ["SolarTech Power added significant new capacity but faced lower power purchase agreement prices."], "post_text": ["Operational efficiency improved due to newer assets."], "table": [["Metric", "2025", "2024"], ["Installed Capacity (GW)", "8.4", "6.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Multi-step calculation: 1) Revenue per GW for both years. 2) YoY % decline in revenue per GW. 3) EBITDA Margin for 2025. 4) Implied EBITDA per GW improvement.", "answer": "147.6 vs 160.7; -8.1; 54.8; +12.4"}
{"id": "4am_finQNA_51", "pre_text": ["Fashion Retail Group saw strong performance in premium segment while fast fashion slowed."], "post_text": ["Inventory turnover ratio improved from 4.2x to 5.1x."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8930", "8120"], ["Gross Profit", "4120", "3840"], ["Operating Income", "980", "1020"]], "question": "Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Operating margin change in pp. 4) Implied gross profit increase needed to offset operating deleverage.", "answer": "46.1; 11.0; -0.8; 165"}
{"id": "4am_finQNA_52", "pre_text": ["DataCenter REIT reported higher occupancy and successful rent escalations across portfolio."], "post_text": ["Acquired three new facilities contributing $180M annualized revenue."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "2140", "1780"], ["NOI", "1680", "1390"], ["FFO", "1240", "980"]], "question": "Multi-step: 1) NOI Margin for 2025. 2) Implied organic revenue growth %. 3) FFO Margin. 4) Acquisition contribution to total revenue growth in percentage points.", "answer": "78.5; 8.4; 57.9; 10.1"}
{"id": "4am_finQNA_53", "pre_text": ["Consumer Electronics Co. faced intense competition and higher component costs from new tariffs."], "post_text": ["Services revenue mix increased to 28% of total revenue."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "28450", "26180"], ["Gross Margin (%)", "32.4", "34.8"], ["Operating Margin (%)", "9.8", "11.2"]], "question": "Step-by-step: 1) Operating Income for both years. 2) Total gross + operating margin compression in pp. 3) Implied services revenue in 2025. 4) Estimated impact of services mix on gross margin.", "answer": "2788 vs 2932; 3.8; 7966; positive"}
{"id": "4am_finQNA_54", "pre_text": ["Insurance Holdings saw premium growth but higher claims from natural catastrophes."], "post_text": ["Investment income benefited from higher yields."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Net Premiums Earned", "8450", "7620"], ["Claims and Expenses", "7120", "5980"], ["Investment Income", "1240", "980"], ["Net Income", "980", "920"]], "question": "Calculate: 1) Combined Ratio for 2025. 2) Investment income contribution to Net Income (%). 3) Net Income growth rate. 4) Underwriting result before investment income.", "answer": "84.3; 38.2; 6.5; -250"}
{"id": "4am_finQNA_55", "pre_text": ["Software-as-a-Service leader maintained high growth with improving rule-of-40 score."], "post_text": ["Net revenue retention rate reached 118%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["ARR", "4250", "3180"], ["Total Revenue", "3980", "2940"], ["Operating Income", "920", "510"]], "question": "Multi-step reasoning: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Rule of 40 score for 2025.", "answer": "35.4; 23.1; 6.1; 58.5"}
{"id": "4am_finQNA_56", "pre_text": ["Food & Beverage Corp implemented price increases to offset raw material inflation."], "post_text": ["Volume growth was negative in North America but strong in Asia."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "11560"], ["Gross Profit", "5120", "4890"], ["Operating Income", "2140", "1980"]], "question": "Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Implied price vs volume contribution to growth. 4) Operating leverage on incremental revenue.", "answer": "41.0; 17.1; price-driven; 68%"}
{"id": "4am_finQNA_57", "pre_text": ["Industrial Chemicals experienced strong pricing in specialty segment while volumes declined in commodities."], "post_text": ["Energy costs decreased due to hedging."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "6480"], ["EBITDA", "1240", "980"], ["Net Income", "680", "520"]], "question": "Step-by-step: 1) EBITDA Margin for both years. 2) EBITDA margin expansion. 3) Net Income growth rate. 4) Implied conversion rate from EBITDA to Net Income in 2025.", "answer": "18.5 vs 15.1; 3.4; 30.8; 54.8"}
{"id": "4am_finQNA_58", "pre_text": ["Luxury Auto Manufacturer reported record deliveries of electric models."], "post_text": ["Average selling price increased due to higher mix of premium trims."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (k)", "2180", "1890"], ["Revenue ($M)", "124500", "108400"], ["EBIT ($M)", "16800", "14200"]], "question": "Multi-step: 1) Revenue per vehicle ($k). 2) EBIT Margin for 2025. 3) Implied volume growth contribution. 4) Price/mix contribution to revenue growth.", "answer": "57.11; 13.5; 15.3%; 9.7%"}
{"id": "4am_finQNA_59", "pre_text": ["Telecom Operator faced declining legacy voice revenue but grew 5G subscriptions strongly."], "post_text": ["CapEx remained elevated for network expansion."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Service Revenue", "18420", "17980"], ["Equipment Revenue", "3120", "2680"], ["EBITDA", "6840", "6520"]], "question": "Calculate: 1) Total revenue growth %. 2) EBITDA Margin for 2025. 3) EBITDA-Capex margin (proxy for FCF margin) assuming CapEx of $4250M.", "answer": "3.1; 31.9; 12.0"}
{"id": "4am_finQNA_60", "pre_text": ["Asset Manager benefited from higher assets under management due to strong market performance."], "post_text": ["Performance fees were exceptionally high in 2025."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Management Fees", "2840", "2410"], ["Performance Fees", "920", "340"], ["Total Revenue", "4120", "3120"], ["Net Income", "1680", "1240"]], "question": "Step-by-step: 1) Percentage of revenue growth from performance fees. 2) Overall revenue growth %. 3) Net Margin for 2025. 4) Net Margin expansion.", "answer": "58.3; 32.1; 40.8; 3.2"}
{"id": "4am_finQNA_61", "pre_text": ["Logistics and Shipping company benefited from normalized freight rates after 2024 volatility."], "post_text": ["Fuel costs declined due to hedging and efficiency gains."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["Operating Income", "1680", "920"]], "question": "Calculate: 1) Operating Margin for both years. 2) Margin expansion in pp. 3) Implied operating leverage on revenue decline.", "answer": "13.5 vs 6.6; 6.9; very high"}
{"id": "4am_finQNA_62", "pre_text": ["Biotech startup turned profitable for the first time after successful drug launch."], "post_text": ["R&D expenses remained high for pipeline development."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "1840", "920"], ["R&D", "680", "1240"], ["Net Income", "240", "-380"]], "question": "Multi-step: 1) Revenue growth rate. 2) R&D as % of revenue in 2025. 3) Profitability swing amount. 4) Breakeven revenue level assuming fixed R&D.", "answer": "100; 37.0; 620; ~920"}
{"id": "4am_finQNA_63", "pre_text": ["Department Store Chain continued store optimization program while growing e-commerce."], "post_text": ["Comparable sales growth turned positive after three years."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "8720", "8450"], ["Gross Margin (%)", "38.4", "37.2"], ["Operating Income", "680", "420"]], "question": "Calculate: 1) Operating Margin for 2025. 2) YoY Operating Margin improvement. 3) Gross profit dollars increase. 4) Operating leverage ratio.", "answer": "7.8; 2.8; 280; 3.1x"}
{"id": "4am_finQNA_64", "pre_text": ["Semiconductor Equipment maker saw record orders from AI chip manufacturers."], "post_text": ["Book-to-bill ratio remained above 1.2 throughout the year."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "48.2", "46.8"], ["Backlog", "12400", "8920"]], "question": "Step-by-step: 1) Backlog coverage in months of 2025 revenue. 2) Gross Margin expansion. 3) Implied future revenue visibility from backlog.", "answer": "21.7; 1.4; very strong"}
{"id": "4am_finQNA_65", "pre_text": ["Utilities company benefited from rate base growth and favorable regulatory decisions."], "post_text": ["Renewable energy mix increased to 42%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7840", "7210"], ["EBITDA", "3120", "2840"], ["Net Income", "1240", "1080"]], "question": "Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Implied tax and interest burden as % of EBITDA.", "answer": "39.8; 15.8; 60.3"}
{"id": "4am_finQNA_66", "pre_text": ["Gaming and Entertainment company launched two major titles with strong pre-orders."], "post_text": ["User engagement metrics improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years, the expansion in pp, and implied incremental margin on revenue growth.", "answer": "31.0 vs 26.5; 4.5; 68.8"}
{"id": "4am_finQNA_67", "pre_text": ["PharmaCorp faced patent expiration but launched two new high-margin therapies."], "post_text": ["R&D spend as % of revenue declined due to cost optimization."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "14280", "15840"], ["Gross Profit", "9840", "10250"], ["R&D", "2840", "3120"], ["Net Income", "3120", "2680"]], "question": "Multi-step: 1) Gross Margin %. 2) Net Margin %. 3) R&D intensity change. 4) Net Margin expansion despite revenue decline.", "answer": "68.9; 21.8; -2.1 pp; +2.1"}
{"id": "4am_finQNA_68", "pre_text": ["Commercial Bank saw robust loan growth in corporate segment."], "post_text": ["Net Interest Margin expanded 28 basis points."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Total Loans", "124500", "108200"], ["Net Interest Income", "4280", "3650"], ["Non-Interest Income", "1680", "1420"], ["Net Income", "2450", "1980"]], "question": "Calculate: 1) Loan growth %. 2) Contribution of NIM expansion to NII growth. 3) Overall Net Income growth.", "answer": "15.1; 41; 23.7"}
{"id": "4am_finQNA_69", "pre_text": ["EV Manufacturer scaled production significantly but faced raw material volatility."], "post_text": ["Average selling price declined due to increased competition."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (k)", "680", "420"], ["Revenue ($M)", "24800", "18400"], ["Gross Margin (%)", "18.4", "22.6"]], "question": "Calculate: 1) Revenue per vehicle ($k). 2) Gross margin contraction (pp). 3) Implied total cost increase offset by volume.", "answer": "36.47; 4.2; ~3120"}
{"id": "4am_finQNA_70", "pre_text": ["Tech Hardware leader benefited from AI server demand while PC segment declined."], "post_text": ["Inventory levels normalized by year end."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "68450", "62180"], ["Gross Profit", "18420", "17240"], ["Operating Income", "8450", "7120"]], "question": "Step-by-step: 1) Gross Margin %. 2) Operating Margin %. 3) Operating leverage on incremental revenue.", "answer": "26.9; 12.3; 78%"}
{"id": "4am_finQNA_71", "pre_text": ["Real Estate Investment Trust achieved higher occupancy and positive rent spreads."], "post_text": ["Acquired $650M portfolio in Q3."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Revenue", "1840", "1620"], ["NOI", "1240", "1080"], ["FFO", "920", "780"]], "question": "Calculate: 1) NOI Margin. 2) Implied annualized revenue contribution from acquisitions. 3) FFO Margin.", "answer": "67.4; 650; 50.0"}
{"id": "4am_finQNA_72", "pre_text": ["Consumer Goods Co. successfully passed through commodity inflation via pricing actions."], "post_text": ["Advertising spend increased to support new product launches."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "21800", "19850"], ["Gross Margin (%)", "42.8", "41.2"], ["Operating Margin (%)", "16.4", "15.1"]], "question": "Calculate: 1) Operating Income growth %. 2) Margin expansion (Gross + Operating). 3) Implied operating leverage.", "answer": "19.8; 2.9 pp; strong"}
{"id": "4am_finQNA_73", "pre_text": ["Airline operator recovered strongly post-pandemic with record load factors."], "post_text": ["Fuel hedging program saved $280M in 2025."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "9850"], ["Load Factor (%)", "84.2", "79.8"], ["Operating Income ($M)", "1680", "920"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Implied hedging benefit on margin.", "answer": "26.7; 13.5; 2.2 pp"}
{"id": "4am_finQNA_74", "pre_text": ["Specialty Chemical company benefited from demand in semiconductor and EV markets."], "post_text": ["Volume growth offset pricing pressure in base chemicals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate: 1) EBITDA Margin expansion. 2) Net Income growth rate. 3) EBITDA to Net conversion ratio.", "answer": "3.1 pp; 35.3; 54.8"}
{"id": "4am_finQNA_75", "pre_text": ["Payment Processor saw strong volume growth in e-commerce and cross-border."], "post_text": ["Take-rate remained stable despite competitive pressure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Payment Volume ($B)", "1240", "980"], ["Revenue", "4280", "3420"], ["Net Income", "1680", "1240"]], "question": "Calculate: 1) Take-rate in basis points. 2) Revenue growth %. 3) Net Margin. 4) Implied operating leverage.", "answer": "34.5; 25.1; 39.3; high"}
{"id": "4am_finQNA_76", "pre_text": ["Industrial Conglomerate divested non-core assets while growing core aerospace segment."], "post_text": ["Organic growth was 6.8%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "36800", "34200"], ["EBIT", "6240", "5680"], ["Net Income", "4120", "3680"]], "question": "Calculate: 1) Reported revenue growth %. 2) EBIT Margin for 2025. 3) Implied divestiture impact.", "answer": "7.6; 17.0; -1.2 pp drag"}
{"id": "4am_finQNA_77", "pre_text": ["Hotel Chain operator reported strong RevPAR growth in major markets."], "post_text": ["Occupancy rate reached pre-pandemic levels."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "4250", "3680"], ["RevPAR ($)", "142", "118"], ["EBITDA Margin (%)", "28.4", "24.8"]], "question": "Calculate: 1) Revenue growth %. 2) EBITDA Margin expansion. 3) Implied RevPAR contribution to growth.", "answer": "15.5; 3.6; 80%"}
{"id": "4am_finQNA_78", "pre_text": ["Cloud Infrastructure Provider added major hyperscale customers."], "post_text": ["Utilization rates improved across data centers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "7420"], ["Gross Margin (%)", "68.2", "65.4"], ["Operating Income", "2840", "1680"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Incremental margin.", "answer": "32.7; 28.8; 6.1; 48.5"}
{"id": "4am_finQNA_79", "pre_text": ["Retail Bank focused on digital transformation while managing branch optimization."], "post_text": ["Cost-to-income ratio improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3120", "2840"], ["Fee Income", "980", "920"], ["Operating Expenses", "2180", "2120"], ["Net Income", "1420", "1180"]], "question": "Calculate: 1) Cost-to-Income ratio for 2025. 2) Net Income growth %. 3) Total revenue growth.", "answer": "53.4; 20.3; 9.8"}
{"id": "4am_finQNA_80", "pre_text": ["Medical Device company launched next-gen implant with strong adoption."], "post_text": ["Pricing pressure increased in developed markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6840", "6120"], ["Gross Margin (%)", "72.8", "71.2"], ["R&D (% of sales)", "14.2", "15.8"]], "question": "Calculate: 1) Gross Profit growth %. 2) R&D intensity change. 3) Implied gross margin benefit from new product.", "answer": "18.4; -1.6 pp; positive"}
{"id": "4am_finQNA_81", "pre_text": ["Steel Producer benefited from higher prices in early 2025 but volumes declined in H2."], "post_text": ["Energy efficiency initiatives reduced costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Calculate: 1) EBITDA Margin both years. 2) Margin contraction. 3) Net Income decline %.", "answer": "19.9 vs 22.5; 2.6 pp; -25.8"}
{"id": "4am_finQNA_82", "pre_text": ["Online Marketplace expanded into new categories and geographies."], "post_text": ["Take rate improved slightly due to premium services."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate: 1) Take rate % for 2025. 2) Revenue growth %. 3) Net Margin for 2025.", "answer": "11.9; 32.1; 21.6"}
{"id": "4am_finQNA_83", "pre_text": ["Railway operator benefited from higher freight volumes and successful pricing negotiations."], "post_text": ["Maintenance capex remained elevated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8450", "7620"], ["Operating Income", "2180", "1680"], ["EBITDA", "3120", "2680"]], "question": "Calculate: 1) Operating Margin. 2) EBITDA Margin. 3) EBITDA to Operating conversion ratio.", "answer": "25.8; 36.9; 69.9"}
{"id": "4am_finQNA_84", "pre_text": ["Cybersecurity firm reported strong subscription bookings and high renewal rates."], "post_text": ["Deferred revenue grew substantially."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Subscription Revenue", "3850", "2680"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate: 1) Subscription growth %. 2) Deferred revenue / annual subscription revenue ratio. 3) Revenue growth.", "answer": "43.7; 0.44; 37.2"}
{"id": "4am_finQNA_85", "pre_text": ["Automotive Supplier saw strong demand for EV powertrain components."], "post_text": ["Raw material costs stabilized after 2024 spikes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "19.8", "18.4"], ["Operating Income", "1240", "920"]], "question": "Calculate: 1) Operating Margin improvement. 2) Gross Margin expansion. 3) Implied operating leverage.", "answer": "2.1 pp; 1.4 pp; strong"}
{"id": "4am_finQNA_86", "pre_text": ["Beverage Company expanded zero-sugar portfolio successfully."], "post_text": ["Emerging markets contributed 58% of revenue growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Operating Income", "4120", "3680"]], "question": "Calculate: 1) Operating Margin for 2025. 2) Margin expansion. 3) Implied emerging market contribution to profit growth.", "answer": "22.4; 0.8; 65%"}
{"id": "4am_finQNA_87", "pre_text": ["Chip Design company licensed new AI accelerator IP to multiple foundries."], "post_text": ["Royalty revenue grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["License Revenue", "3120", "2680"], ["Royalty Revenue", "1240", "680"], ["Total Revenue", "4680", "3520"]], "question": "Calculate: 1) Royalty contribution % in 2025. 2) Total revenue growth %. 3) Implied royalty growth rate.", "answer": "26.5; 33.0; 82.4"}
{"id": "4am_finQNA_88", "pre_text": ["Regional Airport Operator saw passenger traffic recover fully with new international routes."], "post_text": ["Non-aeronautical revenue per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "48.2", "42.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate: 1) Revenue per passenger. 2) EBITDA Margin. 3) Passenger growth contribution to revenue growth.", "answer": "25.73; 54.8; 62%"}
{"id": "4am_finQNA_89", "pre_text": ["Logistics REIT achieved high occupancy with new warehouse deliveries."], "post_text": ["Rent growth averaged 4.8% on renewals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "1680", "1420"], ["NOI", "1240", "1020"], ["Occupancy (%)", "96.8", "94.2"]], "question": "Calculate: 1) NOI Margin. 2) Implied same-store rental growth. 3) Occupancy impact.", "answer": "73.8; 4.8; positive"}
{"id": "4am_finQNA_90", "pre_text": ["Media Conglomerate benefited from streaming subscriber growth but faced linear TV decline."], "post_text": ["Content costs remained well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Streaming Revenue", "6850", "5210"], ["Total Revenue", "12480", "11850"], ["EBITDA", "3120", "2680"]], "question": "Calculate: 1) Streaming contribution %. 2) EBITDA Margin. 3) Implied linear TV decline drag.", "answer": "54.9; 25.0; moderate"}
{"id": "4am_finQNA_91", "pre_text": ["Construction Equipment maker saw strong replacement demand in North America."], "post_text": ["Dealer inventory levels normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Margin (%)", "14.8", "12.6"], ["Backlog ($M)", "6420", "5210"]], "question": "Calculate: 1) Operating Income for 2025. 2) Backlog coverage in months. 3) Margin expansion.", "answer": "1457.8; 7.8; 2.2 pp"}
{"id": "4am_finQNA_92", "pre_text": ["Generic Pharma company launched several new products after successful ANDA approvals."], "post_text": ["Pricing erosion continued on older molecules."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "58.4", "54.2"], ["Net Income", "680", "420"]], "question": "Calculate: 1) Gross Margin expansion. 2) Net Income growth rate. 3) Implied new product contribution.", "answer": "4.2 pp; 61.9; dominant"}
{"id": "4am_finQNA_93", "pre_text": ["Renewable Energy Developer completed several large wind and solar projects."], "post_text": ["Power Purchase Agreements secured at attractive rates."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "12.8", "9.4"], ["Revenue ($M)", "2840", "2180"], ["EBITDA ($M)", "1680", "1240"]], "question": "Calculate: 1) Revenue per GW. 2) EBITDA Margin. 3) Implied capacity utilization improvement.", "answer": "221.9; 59.2; strong"}
{"id": "4am_finQNA_94", "pre_text": ["Financial Technology company expanded into banking-as-a-service partnerships."], "post_text": ["User base grew 42% YoY."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4250", "3120"], ["Gross Profit", "3120", "2180"], ["Net Income", "980", "620"]], "question": "Calculate: 1) Gross Margin. 2) Net Margin. 3) Revenue growth rate.", "answer": "73.4; 23.1; 36.2"}
{"id": "4am_finQNA_95", "pre_text": ["Packaging Company benefited from e-commerce demand and sustainable packaging shift."], "post_text": ["Raw material costs moderated in H2."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Income", "980", "920"], ["Net Income", "680", "640"]], "question": "Calculate: 1) Operating Margin both years. 2) Margin change. 3) Net Income growth.", "answer": "14.3 vs 14.3; flat; 6.3"}
{"id": "4am_finQNA_96", "pre_text": ["AI Software company reported accelerating enterprise adoption and multi-year contracts."], "post_text": ["Sales and marketing efficiency improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "1840"], ["Operating Income", "680", "120"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Margin improvement. 4) Deferred revenue coverage.", "answer": "69.6; 21.8; 15.3 pp; 0.54x"}
{"id": "4am_finQNA_97", "pre_text": ["NextGen AI Infrastructure company signed several large multi-year hyperscaler contracts."], "post_text": ["Utilization rate of existing data centers improved to 82%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4850", "3120"], ["Gross Profit", "3680", "2180"], ["Operating Income", "1240", "420"], ["Deferred Revenue", "2850", "1680"]], "question": "Calculate: 1) Gross Margin. 2) Operating Margin. 3) Deferred revenue growth %. 4) Revenue growth.", "answer": "75.9; 25.6; 69.6; 55.4"}
{"id": "4am_finQNA_98", "pre_text": ["Mid-sized Commercial Bank expanded its wealth management division while facing margin pressure on deposits."], "post_text": ["Loan loss provisions remained low due to strong credit quality."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3680", "3240"], ["Non-Interest Income", "1240", "980"], ["Provisions", "180", "320"], ["Net Income", "2150", "1680"]], "question": "Calculate: 1) Contribution of lower provisions to Net Income growth (pp). 2) Total Net Income growth %. 3) Non-Interest Income contribution.", "answer": "8.7; 28.0; 22%"}
{"id": "4am_finQNA_99", "pre_text": ["Specialty Retailer shifted focus toward private label brands with higher margins."], "post_text": ["Same-store sales growth accelerated in Q4."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "11250"], ["Gross Margin (%)", "42.8", "38.6"], ["Operating Margin (%)", "12.4", "10.9"]], "question": "Calculate: 1) Gross Margin expansion. 2) Operating Income both years. 3) Operating leverage on revenue growth.", "answer": "4.2; 1547.5 vs 1226.3; high"}
{"id": "4am_finQNA_100", "pre_text": ["Offshore Wind Developer commissioned several new projects in the North Sea."], "post_text": ["Government subsidies contributed to revenue recognition."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "6.8", "4.2"], ["Revenue ($M)", "1840", "980"], ["EBITDA ($M)", "1120", "520"]], "question": "Calculate: 1) Revenue per GW both years. 2) EBITDA Margin for 2025. 3) Implied capacity utilization / efficiency gain.", "answer": "270.6 vs 233.3; 60.9; strong"}
{"id": "4am_finQNA_101", "pre_text": ["Advanced Semiconductor Co. benefited from AI accelerator demand while facing inventory correction in consumer electronics."], "post_text": ["The company increased CapEx significantly for new fab capacity."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "28400"], ["Gross Profit", "19450", "13800"], ["Operating Income", "12400", "8200"], ["CapEx", "8500", "6200"]], "question": "Multi-step analysis: 1) Calculate Gross Margin % for both years and expansion. 2) Operating Margin for 2025. 3) Free Cash Flow proxy (Op Income - CapEx) for 2025. 4) Operating leverage on revenue growth. 5) Implied gross margin benefit from product mix shift.", "answer": "52.9 vs 48.6 (+4.3 pp); 33.7; 3900; 65%; strong"}
{"id": "4am_finQNA_102", "pre_text": ["Premium Consumer Goods Corp faced currency headwinds but delivered strong organic growth in emerging markets."], "post_text": ["Pricing actions successfully offset input cost inflation."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "9.8", "11.2"], ["Gross Margin (%)", "46.8", "44.2"], ["EBIT", "5240", "4520"]], "question": "Step-by-step: 1) Reported revenue growth %. 2) Currency impact in percentage points. 3) Gross Margin expansion. 4) EBIT Margin for 2025. 5) Implied pricing vs volume contribution.", "answer": "13.0; -3.2; 2.6 pp; 28.5; mostly price"}
{"id": "4am_finQNA_103", "pre_text": ["Global Payment Network expanded cross-border solutions and merchant services."], "post_text": ["Take rate faced mild pressure from large enterprise deals."], "table": [["Metric", "2025", "2024"], ["Payment Volume ($B)", "1240", "980"], ["Revenue ($M)", "4280", "3420"], ["Operating Income ($M)", "1680", "1240"]], "question": "Calculate: 1) Take rate (bps) for 2025. 2) Revenue growth %. 3) Operating Margin both years. 4) Incremental operating margin on revenue growth.", "answer": "34.5 bps; 25.1; 39.3 vs 36.3; 52.6"}
{"id": "4am_finQNA_104", "pre_text": ["Industrial Automation Leader secured large EV battery plant contracts."], "post_text": ["Book-to-bill ratio reached 1.35x with strong visibility."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Backlog", "6850", "5210"], ["Operating Income", "980", "720"], ["Gross Margin (%)", "38.4", "36.2"]], "question": "Multi-step: 1) Backlog coverage in months. 2) Gross Margin expansion. 3) Operating Margin for 2025. 4) Implied future revenue visibility from backlog.", "answer": "15.2 months; 2.2 pp; 18.1; 15.2 months"}
{"id": "4am_finQNA_105", "pre_text": ["Life Insurance Group grew premiums but faced higher mortality claims from aging portfolio."], "post_text": ["Investment portfolio performed well in rising rate environment."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Premium Revenue", "12480", "11250"], ["Investment Income", "3120", "2680"], ["Net Income", "1680", "1420"]], "question": "Calculate: 1) Investment income as % of total revenue. 2) Net Margin for 2025. 3) Implied underwriting result. 4) Overall Net Income growth.", "answer": "20.0; 10.8; -420; 18.3"}
{"id": "4am_finQNA_106", "pre_text": ["Fast Fashion Retailer expanded aggressively in Southeast Asia while optimizing European footprint."], "post_text": ["Inventory turnover improved significantly due to data analytics."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "38.4", "41.2"], ["Operating Margin (%)", "9.8", "11.5"]], "question": "Step-by-step: 1) Total margin compression (Gross + Op). 2) Operating Income both years. 3) Revenue growth %. 4) Implied negative operating leverage.", "answer": "4.5 pp; 965.3 vs 969.3; 17.0; evident"}
{"id": "4am_finQNA_107", "pre_text": ["Cloud Security Leader expanded platform with new threat intelligence modules."], "post_text": ["Net revenue retention remained above 120%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"], ["Deferred Revenue", "1680", "1240"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin expansion. 3) Deferred revenue coverage ratio. 4) Implied sales efficiency improvement.", "answer": "37.2; 10.7 pp; 0.39x; strong"}
{"id": "4am_finQNA_108", "pre_text": ["Steel Manufacturer benefited from infrastructure spending but faced higher energy costs."], "post_text": ["Export volumes grew significantly in H2."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Multi-step: 1) EBITDA Margin both years. 2) Margin contraction. 3) Net Income decline %. 4) Implied operating deleverage impact.", "answer": "19.9 vs 28.8; -8.9 pp; -25.8; severe"}
{"id": "4am_finQNA_109", "pre_text": ["Luxury Goods Conglomerate reported strong demand in China and Middle East."], "post_text": ["Currency fluctuations negatively impacted reported numbers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "9.8", "12.4"], ["EBIT", "5240", "4520"]], "question": "Calculate: 1) Reported growth %. 2) FX impact in pp. 3) EBIT Margin. 4) Organic EBIT growth estimate.", "answer": "13.0; -3.2; 28.5; ~12%"}
{"id": "4am_finQNA_110", "pre_text": ["Electric Utility completed major renewable transition projects."], "post_text": ["Regulatory rate base increased significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "4120", "3680"], ["Net Income", "1680", "1420"]], "question": "Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Implied interest & tax burden as % of EBITDA. 4) Return on rate base proxy assuming $45B rate base.", "answer": "41.8; 17.1; 59.2; 3.73%"}
{"id": "4am_finQNA_111", "pre_text": ["Memory Chip Manufacturer faced a severe inventory correction in smartphones but saw early AI-driven recovery in data center segment."], "post_text": ["Pricing stabilized in H2 after aggressive destocking."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "16800", "21400"], ["Gross Profit", "3660", "6080"], ["Operating Income", "920", "3120"], ["Inventory ($M)", "2850", "4120"]], "question": "Multi-step reasoning: 1) Gross Margin % for both years and contraction. 2) Operating Margin for 2025. 3) Revenue decline %. 4) Implied operating deleverage impact. 5) Inventory reduction as % of revenue improvement.", "answer": "21.8 vs 28.4 (-6.6 pp); 5.5; -21.5; severe; 7.4"}
{"id": "4am_finQNA_112", "pre_text": ["Mortgage Lender benefited from declining interest rates in late 2025 leading to refinancing surge."], "post_text": ["Gain on sale margins improved due to better hedging."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1680"], ["Operating Income", "920", "240"], ["Loan Origination Volume ($B)", "68", "42"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Implied revenue per $B originated. 4) Operating leverage demonstrated.", "answer": "69.6; 32.3; 41.9; very high"}
{"id": "4am_finQNA_113", "pre_text": ["Sustainable Packaging Company won several major brand conversions to eco-friendly solutions."], "post_text": ["Recycled content usage increased, helping raw material costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "34.8", "31.2"], ["Operating Income", "980", "720"]], "question": "Step-by-step: 1) Gross Margin expansion. 2) Operating Margin for 2025. 3) Operating leverage on revenue growth. 4) Implied contribution of cost initiatives.", "answer": "3.6 pp; 18.1; 65%; significant"}
{"id": "4am_finQNA_114", "pre_text": ["Video Streaming Platform continued subscriber growth while optimizing content spend."], "post_text": ["Password sharing crackdown and price increases contributed to revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Operating Income", "6850", "4210"], ["Content Spend", "18500", "16800"]], "question": "Calculate: 1) Operating Margin both years. 2) Margin expansion in pp. 3) Implied content cost as % of revenue in 2025. 4) Incremental margin on revenue growth.", "answer": "18.6 vs 13.5; 5.1; 50.3; 68.4"}
{"id": "4am_finQNA_115", "pre_text": ["Heavy Equipment Dealer reported strong aftermarket parts and service revenue."], "post_text": ["New machine sales slowed due to high financing costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "6850", "6420"], ["Aftermarket Revenue", "3120", "2680"], ["Operating Income", "1240", "980"]], "question": "Calculate: 1) Aftermarket revenue contribution %. 2) Operating Margin for 2025. 3) Implied operating leverage from mix shift.", "answer": "45.5; 18.1; positive"}
{"id": "4am_finQNA_116", "pre_text": ["Generic Drug Manufacturer faced continued pricing erosion on older molecules but launched high-value complex generics."], "post_text": ["Vertical integration helped improve supply chain margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "4680"], ["Gross Margin (%)", "52.4", "48.6"], ["Net Income", "920", "680"]], "question": "Step-by-step: 1) Gross Margin expansion. 2) Net Income growth despite revenue decline. 3) Implied new product contribution to offset pricing pressure.", "answer": "3.8 pp; 35.3; dominant"}
{"id": "4am_finQNA_117", "pre_text": ["Airport Services Company benefited from record international passenger traffic."], "post_text": ["Duty-free and retail concessions performed exceptionally well."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "68.4", "59.2"], ["Revenue ($M)", "2850", "2420"], ["EBITDA ($M)", "1240", "980"]], "question": "Calculate: 1) Revenue per passenger. 2) EBITDA Margin. 3) Passenger growth contribution vs spend per passenger.", "answer": "41.67; 43.5; 55% volume, 45% spend"}
{"id": "4am_finQNA_118", "pre_text": ["Enterprise Software Vendor migrated more legacy customers to cloud platform."], "post_text": ["Maintenance revenue declined as percentage of total."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Cloud Revenue", "3680", "2180"], ["Total Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate: 1) Cloud revenue mix %. 2) Overall revenue growth. 3) Operating Margin expansion. 4) Implied cloud transition impact.", "answer": "67.9; 15.8; 4.2 pp; positive"}
{"id": "4am_finQNA_119", "pre_text": ["Commodity Chemical Producer benefited from tight supply conditions in key markets."], "post_text": ["Energy hedging program delivered $320M in savings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"], ["Net Income", "1240", "720"]], "question": "Calculate: 1) EBITDA Margin both years. 2) Net Margin for 2025. 3) Implied hedging benefit on margin.", "answer": "25.2 vs 19.9; 12.6; 3.2 pp"}
{"id": "4am_finQNA_120", "pre_text": ["Fitness and Wellness Company expanded digital subscription offerings rapidly."], "post_text": ["Churn rate improved due to personalized AI coaching."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Subscription Revenue", "2450", "1840"], ["Operating Income", "680", "420"]], "question": "Calculate: 1) Subscription revenue mix %. 2) Operating Margin for 2025. 3) Revenue growth. 4) Implied subscription margin contribution.", "answer": "78.5; 21.8; 16.4; high"}
{"id": "4am_finQNA_121", "pre_text": ["Defense Contractor secured several multi-year government contracts."], "post_text": ["R&D investment focused on next-generation systems."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "1680", "1420"], ["Backlog ($M)", "28500", "24200"]], "question": "Calculate: 1) Backlog coverage in years of 2025 revenue. 2) Operating Margin. 3) Implied revenue visibility.", "answer": "2.28 years; 13.5; very high"}
{"id": "4am_finQNA_122", "pre_text": ["Real Estate Brokerage benefited from lower mortgage rates and increased transaction volume."], "post_text": ["Commission rates remained stable amid competition."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "4210"], ["Operating Income", "1240", "520"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating leverage on volume recovery.", "answer": "62.7; 18.1; exceptional"}
{"id": "4am_finQNA_123", "pre_text": ["Solar Panel Manufacturer expanded production capacity amid strong demand."], "post_text": ["ASP declined due to industry oversupply in China."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "18.5", "12.4"], ["Revenue ($M)", "3680", "3120"], ["Gross Margin (%)", "22.4", "28.6"]], "question": "Calculate: 1) Revenue per GW. 2) Gross margin contraction. 3) Implied volume growth needed to offset ASP decline.", "answer": "198.9; -6.2 pp; 42%"}
{"id": "4am_finQNA_124", "pre_text": ["Asset Management Firm saw strong inflows into ESG and fixed income funds."], "post_text": ["Performance fees contributed meaningfully."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["AUM ($B)", "285", "242"], ["Revenue", "3680", "3120"], ["Net Income", "1680", "1240"]], "question": "Calculate: 1) Revenue yield on AUM (%). 2) Net Margin. 3) Implied fee rate compression or expansion.", "answer": "1.29; 45.7; stable"}
{"id": "4am_finQNA_125", "pre_text": ["Trucking Company benefited from improved freight rates and fleet optimization."], "post_text": ["Driver retention improved due to better compensation."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Margin (%)", "12.8", "9.4"]], "question": "Calculate: 1) Operating Income for 2025. 2) Margin expansion in pp. 3) Implied efficiency gains contribution.", "answer": "876.8; 3.4; strong"}
{"id": "4am_finQNA_126", "pre_text": ["Luxury Watch Manufacturer maintained strong pricing power."], "post_text": ["Direct-to-consumer channel grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "68.4", "67.2"], ["Operating Income", "1680", "1420"]], "question": "Calculate: 1) Operating Margin. 2) Gross Margin expansion. 3) Implied DTC channel benefit.", "answer": "31.0; 1.2 pp; positive"}
{"id": "4am_finQNA_127", "pre_text": ["Food Delivery Platform achieved positive EBITDA through cost discipline."], "post_text": ["Average order value increased with grocery delivery mix."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Gross Profit", "3120", "2180"], ["EBITDA", "420", "-680"]], "question": "Calculate: 1) Gross Margin. 2) EBITDA swing from prior year. 3) Implied breakeven improvement.", "answer": "31.7; +1100; major"}
{"id": "4am_finQNA_128", "pre_text": ["Industrial Gas Company benefited from semiconductor and healthcare demand."], "post_text": ["Energy pass-through mechanisms protected margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "3680", "3120"], ["Net Income", "1680", "1420"]], "question": "Calculate: 1) EBITDA Margin. 2) Net Margin. 3) EBITDA to Net conversion ratio.", "answer": "29.5; 13.5; 45.7"}
{"id": "4am_finQNA_129", "pre_text": ["Pet Care Company saw strong growth in premium and veterinary products."], "post_text": ["Acquisitions contributed to top-line growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5420"], ["Organic Growth (%)", "8.4", "9.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate: 1) Reported growth %. 2) Acquisition contribution in pp. 3) Operating Margin for 2025.", "answer": "26.4; 18.0; 24.5"}
{"id": "4am_finQNA_130", "pre_text": ["Telecom Tower Company benefited from 5G densification and new tenant additions."], "post_text": ["Churn rate remained very low."], "table": [["Metric", "2025", "2024"], ["Sites", "68500", "64200"], ["Revenue ($M)", "3680", "3420"], ["EBITDA Margin (%)", "68.4", "66.8"]], "question": "Calculate: 1) Revenue per site ($k). 2) EBITDA for 2025. 3) Margin expansion in bps.", "answer": "53.72; 2517; 160 bps"}
{"id": "4am_finQNA_131", "pre_text": ["Apparel Company successfully executed direct-to-consumer transformation."], "post_text": ["Inventory levels were well managed heading into 2026."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "8120"], ["Gross Margin (%)", "44.8", "42.1"], ["Operating Income", "980", "720"]], "question": "Calculate: 1) Operating Margin. 2) Gross Margin expansion. 3) Implied operating deleverage despite gross margin improvement.", "answer": "12.5; 2.7 pp; present"}
{"id": "4am_finQNA_132", "pre_text": ["Battery Technology Company scaled gigafactory production."], "post_text": ["Major automotive OEM contracts secured at improving economics."], "table": [["Metric", "2025", "2024"], ["Production (GWh)", "42", "18"], ["Revenue ($M)", "6850", "3120"], ["Gross Margin (%)", "24.8", "12.4"]], "question": "Calculate: 1) Revenue per GWh. 2) Gross Margin expansion. 3) Implied learning curve / scale benefit.", "answer": "163.1; 12.4 pp; strong"}
{"id": "4am_finQNA_133", "pre_text": ["Regional Bank focused on commercial lending and treasury management services."], "post_text": ["Deposit beta remained well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "2850", "2420"], ["Fee Income", "920", "680"], ["Net Income", "1420", "980"]], "question": "Calculate: 1) Fee income contribution %. 2) Net Income growth %. 3) Implied NIM expansion benefit.", "answer": "24.4; 44.9; 28%"}
{"id": "4am_finQNA_134", "pre_text": ["Gaming Hardware Company launched next-generation console successfully."], "post_text": ["Software and services attach rate improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Hardware Revenue", "6850", "8120"], ["Services Revenue", "5420", "3680"], ["Operating Income", "3120", "2480"]], "question": "Calculate: 1) Services revenue mix %. 2) Operating Margin for 2025. 3) Implied mix shift benefit.", "answer": "44.2; 25.4; positive"}
{"id": "4am_finQNA_135", "pre_text": ["Water Utility Company benefited from approved rate increases."], "post_text": ["Infrastructure investment recovery was favorable."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2850"], ["EBITDA", "1680", "1420"], ["Net Income", "920", "780"]], "question": "Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Implied regulated return improvement.", "answer": "53.8; 29.5; positive"}
{"id": "4am_finQNA_136", "pre_text": ["HR Technology Platform expanded into payroll and benefits administration."], "post_text": ["Customer retention rate reached 94%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "1240", "680"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin. 3) Operating leverage.", "answer": "37.2; 29.0; high"}
{"id": "4am_finQNA_137", "pre_text": ["Aluminum Producer benefited from automotive lightweighting trend."], "post_text": ["Energy efficiency programs reduced production costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"]], "question": "Calculate EBITDA Margin for 2025 and the expansion vs previous year.", "answer": "25.2; +5.3 pp"}
{"id": "4am_finQNA_138", "pre_text": ["Digital Advertising Company shifted toward performance-based and privacy-safe solutions."], "post_text": ["Market share gains in key verticals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Operating Income", "1680", "1240"]], "question": "Calculate: 1) Operating Margin both years. 2) Margin expansion. 3) Revenue growth.", "answer": "24.5 vs 20.7; 3.8 pp; 14.5"}
{"id": "4am_finQNA_139", "pre_text": ["Marine Transportation Company benefited from nearshoring trends."], "post_text": ["Fleet utilization remained high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement and implied operating leverage.", "answer": "12.1 pp; very high"}
{"id": "4am_finQNA_140", "pre_text": ["Medical Imaging Equipment Company launched AI-powered diagnostic tools."], "post_text": ["Service revenue grew steadily providing recurring income."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Equipment Revenue", "3680", "3120"], ["Service Revenue", "2420", "1980"], ["Operating Income", "1240", "980"]], "question": "Calculate: 1) Service revenue mix %. 2) Overall Operating Margin. 3) Implied stability benefit.", "answer": "39.7; 20.3; high"}
{"id": "4am_finQNA_141", "pre_text": ["Discount Retailer continued aggressive store expansion in underserved markets."], "post_text": ["Private label penetration increased to 42%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "32450"], ["Gross Margin (%)", "24.8", "23.6"], ["Operating Income", "2850", "2420"]], "question": "Calculate: 1) Operating Margin. 2) Gross Margin expansion. 3) Revenue growth.", "answer": "7.7; 1.2 pp; 13.4"}
{"id": "4am_finQNA_142", "pre_text": ["Quantum Computing Software Startup achieved first commercial revenue."], "post_text": ["R&D burn rate remained very high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "420", "85"], ["Operating Loss", "-680", "-920"]], "question": "Calculate: 1) Revenue growth multiple. 2) Operating loss reduction. 3) Implied path to breakeven.", "answer": "4.94x; 240; improving"}
{"id": "4am_finQNA_143", "pre_text": ["Paper and Packaging Company benefited from e-commerce demand for corrugated boxes."], "post_text": ["Recycled content usage increased to 68%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "7210"], ["EBITDA", "1680", "1420"]], "question": "Calculate EBITDA Margin for 2025 and expansion.", "answer": "21.4; +1.7 pp"}
{"id": "4am_finQNA_144", "pre_text": ["Vertical SaaS Company serving restaurants expanded into supply chain management."], "post_text": ["Net retention rate exceeded 115%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2180"], ["Operating Income", "920", "420"]], "question": "Calculate: 1) Revenue growth %. 2) Operating Margin. 3) Operating leverage.", "answer": "43.1; 29.5; excellent"}
{"id": "4am_finQNA_145", "pre_text": ["Cement Manufacturer benefited from infrastructure spending in emerging markets."], "post_text": ["Energy efficiency programs reduced production costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Conversion ratio.", "answer": "24.5; 13.4; 54.8"}
{"id": "4am_finQNA_146", "pre_text": ["Online Education Platform saw strong demand for professional certification courses."], "post_text": ["Completion rates improved with new AI tutoring features."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "2180"], ["Gross Margin (%)", "78.4", "74.2"], ["Operating Income", "920", "520"]], "question": "Calculate: 1) Operating Margin. 2) Gross Margin expansion. 3) Revenue growth.", "answer": "32.3; 4.2 pp; 30.7"}
{"id": "4am_finQNA_147", "pre_text": ["Shipbuilding Company secured large orders for LNG carriers."], "post_text": ["Production efficiency improved with new automation."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "9850"], ["Operating Income", "1680", "920"], ["Backlog ($M)", "36800", "28500"]], "question": "Calculate: 1) Backlog coverage in years. 2) Operating Margin. 3) Revenue growth.", "answer": "2.95; 13.5; 26.7"}
{"id": "4am_finQNA_148", "pre_text": ["Beauty and Personal Care Company launched several successful new skincare lines."], "post_text": ["China market recovery contributed significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Income", "2480", "1980"]], "question": "Calculate Operating Margin for 2025 and the improvement.", "answer": "25.2; +1.8 pp"}
{"id": "4am_finQNA_149", "pre_text": ["Freight Forwarder benefited from resilient global trade volumes."], "post_text": ["Ocean and air freight margins normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "14200"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement assuming 2024 margin was 6.5%.", "answer": "7.0 pp"}
{"id": "4am_finQNA_150", "pre_text": ["Diagnostic Lab Company expanded at-home testing capabilities."], "post_text": ["Reimbursement rates stabilized after previous pressure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Gross Margin (%)", "42.8", "38.4"], ["Operating Income", "1240", "920"]], "question": "Calculate: 1) Gross Margin expansion. 2) Operating Margin. 3) Revenue growth.", "answer": "4.4 pp; 18.1; 14.5"}
{"id": "4am_finQNA_151", "pre_text": ["Renewable Natural Gas Producer scaled production from landfill and agricultural waste."], "post_text": ["Carbon credit revenue became meaningful."], "table": [["Metric", "2025", "2024"], ["Production (MMBTU k)", "28500", "18400"], ["Revenue ($M)", "1240", "680"], ["EBITDA ($M)", "680", "240"]], "question": "Calculate: 1) Revenue per MMBTU. 2) EBITDA Margin. 3) Production growth impact.", "answer": "43.51; 54.8; strong"}
{"id": "4am_finQNA_152", "pre_text": ["Enterprise CRM Provider continued cloud migration of legacy customers."], "post_text": ["AI features drove higher average selling price."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Operating Income", "3120", "2180"]], "question": "Calculate: 1) Operating Margin both years. 2) Margin expansion. 3) Revenue growth.", "answer": "31.7 vs 26.8; 4.9 pp; 21.3"}
{"id": "4am_finQNA_153", "pre_text": ["Casual Dining Restaurant Chain optimized menu and supply chain efficiency."], "post_text": ["Same-store sales turned positive after two challenging years."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3680", "3420"], ["Operating Margin (%)", "9.8", "6.4"], ["Same Store Sales Growth (%)", "4.2", "-2.8"]], "question": "Calculate: 1) Operating Income. 2) Margin expansion. 3) Implied SSS contribution.", "answer": "360.6; 3.4 pp; 65%"}
{"id": "4am_finQNA_154", "pre_text": ["Nuclear Energy Technology Company advanced small modular reactor projects."], "post_text": ["Government funding supported development costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "920", "420"], ["Operating Loss", "-680", "-920"]], "question": "Calculate: 1) Revenue growth %. 2) Operating loss reduction. 3) Path to breakeven revenue.", "answer": "119; 240; ~1600"}
{"id": "4am_finQNA_155", "pre_text": ["Luxury Automotive Brand maintained strong pricing and mix."], "post_text": ["EV transition accelerated with new model launches."], "table": [["Metric", "2025", "2024"], ["Vehicles Sold (k)", "285", "268"], ["Revenue ($M)", "68500", "64200"], ["EBIT Margin (%)", "18.4", "17.2"]], "question": "Calculate: 1) Revenue per vehicle ($k). 2) EBIT Margin expansion. 3) Volume vs price/mix contribution.", "answer": "240.35; 1.2 pp; balanced"}
{"id": "4am_finQNA_156", "pre_text": ["Logistics Property REIT achieved record occupancy with new build-to-suit facilities."], "post_text": ["Lease escalations averaged 4.2%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "2850", "2420"], ["NOI", "2120", "1780"], ["Occupancy (%)", "97.8", "95.4"]], "question": "Calculate NOI Margin and implied organic rental growth contribution.", "answer": "74.4; strong"}
{"id": "4am_finQNA_157", "pre_text": ["Digital Payment Infrastructure Company expanded cross-border solutions."], "post_text": ["Regulatory approvals secured in new markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Gross Margin (%)", "68.4", "65.2"], ["Net Income", "1680", "920"]], "question": "Calculate: 1) Revenue growth %. 2) Gross Margin expansion. 3) Net Margin.", "answer": "47.3; 3.2 pp; 31.0"}
{"id": "4am_finQNA_158", "pre_text": ["Specialty Materials Company supplied advanced composites for aerospace and EV."], "post_text": ["Technical barriers supported strong pricing power."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "2120", "1680"]], "question": "Calculate EBITDA Margin for 2025.", "answer": "30.9"}
{"id": "4am_finQNA_159", "pre_text": ["Movie Theater Chain benefited from strong blockbuster releases."], "post_text": ["Concession revenue per patron reached record high."], "table": [["Metric", "2025", "2024"], ["Admissions (M)", "285", "242"], ["Revenue ($M)", "3680", "3120"], ["EBITDA ($M)", "1240", "920"]], "question": "Calculate: 1) Revenue per admission. 2) EBITDA Margin.", "answer": "12.91; 33.7"}
{"id": "4am_finQNA_160", "pre_text": ["Industrial Software Company focused on digital twin and predictive maintenance."], "post_text": ["Recurring revenue percentage increased significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Recurring Revenue %", "78", "72"], ["Operating Income", "1240", "680"]], "question": "Calculate Operating Margin improvement and recurring revenue benefit.", "answer": "10.2 pp; high"}
{"id": "4am_finQNA_161", "pre_text": ["Frozen Food Manufacturer expanded plant-based offerings successfully."], "post_text": ["Both retail and foodservice channels grew."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "32.8", "31.4"], ["Operating Income", "920", "720"]], "question": "Calculate Operating Margin both years and gross margin expansion.", "answer": "17.0 vs 15.4; 1.4 pp"}
{"id": "4am_finQNA_162", "pre_text": ["Satellite Communications Company launched new low-earth orbit constellation."], "post_text": ["Enterprise and government contracts drove growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3680", "2180"], ["EBITDA", "1240", "420"]], "question": "Calculate revenue growth % and EBITDA Margin for 2025.", "answer": "68.8; 33.7"}
{"id": "4am_finQNA_163", "pre_text": ["Toy Manufacturer benefited from successful movie tie-in products."], "post_text": ["Inventory management improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "48.4", "45.2"], ["Operating Income", "920", "680"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 29.5"}
{"id": "4am_finQNA_164", "pre_text": ["Regional Airline benefited from capacity discipline and higher fares."], "post_text": ["Load factor reached record levels."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "6850", "5980"], ["Load Factor (%)", "85.4", "81.2"], ["Operating Margin (%)", "14.8", "9.6"]], "question": "Calculate Operating Income and margin expansion in pp.", "answer": "1013.8; 5.2"}
{"id": "4am_finQNA_165", "pre_text": ["Precision Farming Technology Company saw strong adoption of autonomous equipment."], "post_text": ["Subscription services grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1980"], ["Subscription Revenue", "1240", "680"], ["Operating Income", "680", "240"]], "question": "Calculate subscription mix % and Operating Margin for 2025.", "answer": "43.5; 23.9"}
{"id": "4am_finQNA_166", "pre_text": ["Textile Manufacturer shifted toward technical fabrics and sustainable materials."], "post_text": ["European and North American demand remained strong."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3680"], ["Gross Margin (%)", "28.4", "25.2"], ["Operating Income", "680", "420"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 15.9"}
{"id": "4am_finQNA_167", "pre_text": ["Music Streaming Service continued to grow subscribers while improving royalty economics."], "post_text": ["Podcast and audiobook segments expanded."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "2480", "1680"]], "question": "Calculate Operating Margin for 2025.", "answer": "19.9"}
{"id": "4am_finQNA_168", "pre_text": ["Warehouse Automation Company secured large contracts with e-commerce giants."], "post_text": ["System deployment cycle time reduced."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Backlog", "9850", "6850"], ["Operating Income", "1240", "520"]], "question": "Calculate backlog coverage in months of 2025 revenue.", "answer": "21.8"}
{"id": "4am_finQNA_169", "pre_text": ["Vitamin and Supplement Company benefited from increased health consciousness."], "post_text": ["E-commerce and direct sales channels grew strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Operating Income", "920", "680"]], "question": "Calculate Operating Margin both years and improvement.", "answer": "29.5 vs 25.4; 4.1 pp"}
{"id": "4am_finQNA_170", "pre_text": ["Advanced Robotics Company expanded into new industrial and service applications."], "post_text": ["Software and recurring revenue became larger portion of total."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "2850"], ["Recurring Revenue %", "52", "38"], ["Operating Income", "980", "420"]], "question": "Calculate revenue growth rate and Operating Margin for 2025.", "answer": "50.2; 22.9"}
{"id": "4am_finQNA_171", "pre_text": ["Aerospace Components Supplier benefited from commercial aircraft recovery."], "post_text": ["Aftermarket demand remained robust."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "26.8", "24.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "2.6 pp; 17.1"}
{"id": "4am_finQNA_172", "pre_text": ["Online Marketplace continued category and geographic expansion."], "post_text": ["Advertising and seller services revenue grew faster."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate take rate (%) and Net Margin for 2025.", "answer": "11.9; 21.6"}
{"id": "4am_finQNA_173", "pre_text": ["Mortgage Finance Company navigated rate volatility with strong hedging."], "post_text": ["Servicing portfolio provided stable fee income."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1680"], ["Operating Income", "920", "240"]], "question": "Calculate revenue growth and Operating Margin improvement.", "answer": "69.6; +20.8 pp"}
{"id": "4am_finQNA_174", "pre_text": ["Sustainable Packaging Converter won major brand conversions."], "post_text": ["Recycled content initiatives helped cost structure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "34.8", "31.2"], ["Operating Income", "980", "720"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.6 pp; 18.1"}
{"id": "4am_finQNA_175", "pre_text": ["Video Streaming Platform optimized content ROI while growing subscribers."], "post_text": ["Price increases and advertising revenue contributed."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Operating Income", "6850", "4210"]], "question": "Calculate Operating Margin expansion and implied incremental margin.", "answer": "5.1 pp; 68.4"}
{"id": "4am_finQNA_176", "pre_text": ["Heavy Equipment Aftermarket Specialist grew parts and service revenue strongly."], "post_text": ["New equipment sales faced headwinds from interest rates."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "6850", "6420"], ["Aftermarket Revenue", "3120", "2680"], ["Operating Income", "1240", "980"]], "question": "Calculate aftermarket contribution % and Operating Margin.", "answer": "45.5; 18.1"}
{"id": "4am_finQNA_177", "pre_text": ["Generic Pharma Company executed successful product launches."], "post_text": ["Pricing pressure continued on base portfolio."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "4680"], ["Gross Margin (%)", "52.4", "48.6"], ["Net Income", "920", "680"]], "question": "Calculate gross margin expansion and Net Income growth despite lower revenue.", "answer": "3.8 pp; 35.3"}
{"id": "4am_finQNA_178", "pre_text": ["Airport Retail Operator benefited from strong international travel recovery."], "post_text": ["Duty-free sales per passenger increased significantly."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "68.4", "59.2"], ["Revenue ($M)", "2850", "2420"], ["EBITDA ($M)", "1240", "980"]], "question": "Calculate revenue per passenger and EBITDA margin.", "answer": "41.67; 43.5"}
{"id": "4am_finQNA_179", "pre_text": ["Enterprise Software Firm accelerated cloud migration."], "post_text": ["Recurring revenue mix continued to rise."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for 2025.", "answer": "31.0"}
{"id": "4am_finQNA_180", "pre_text": ["Memory Semiconductor Company faced inventory correction but AI demand emerged strongly."], "post_text": ["Pricing began to stabilize toward year end."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "16800", "21400"], ["Gross Margin (%)", "21.8", "28.4"], ["Net Income", "920", "3120"]], "question": "Calculate gross margin contraction and revenue decline percentage.", "answer": "6.6 pp; 21.5"}
{"id": "4am_finQNA_181", "pre_text": ["Hotel REIT achieved record RevPAR with strong group and leisure demand."], "post_text": ["Portfolio repositioning program was completed."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3120", "2680"], ["RevPAR ($)", "168", "142"], ["EBITDA Margin (%)", "42.8", "38.4"]], "question": "Calculate revenue growth rate and EBITDA Margin expansion.", "answer": "16.4; 4.4 pp"}
{"id": "4am_finQNA_182", "pre_text": ["Cloud Infrastructure Provider added major hyperscale customers."], "post_text": ["Utilization rates across data centers improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "7420"], ["Gross Margin (%)", "68.2", "65.4"], ["Operating Income", "2840", "1680"]], "question": "Calculate Operating Margin for 2025 and YoY improvement.", "answer": "28.8; 6.1 pp"}
{"id": "4am_finQNA_183", "pre_text": ["Retail Bank continued digital transformation and branch optimization."], "post_text": ["Cost-to-income ratio improved steadily."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3120", "2840"], ["Fee Income", "980", "920"], ["Operating Expenses", "2180", "2120"], ["Net Income", "1420", "1180"]], "question": "Calculate Cost-to-Income ratio for 2025 and Net Income growth.", "answer": "53.4; 20.3"}
{"id": "4am_finQNA_184", "pre_text": ["Medical Device Company launched next-gen implant with strong adoption."], "post_text": ["Pricing pressure increased in developed markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6840", "6120"], ["Gross Margin (%)", "72.8", "71.2"], ["R&D (% of sales)", "14.2", "15.8"]], "question": "Calculate Gross Profit growth and R&D intensity change.", "answer": "18.4; decreased by 1.6 pp"}
{"id": "4am_finQNA_185", "pre_text": ["Steel Producer navigated volatile raw material and energy prices."], "post_text": ["Export markets provided additional growth opportunities."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Calculate EBITDA Margin both years and the contraction.", "answer": "19.9 vs 22.5; -2.6 pp"}
{"id": "4am_finQNA_186", "pre_text": ["Online Marketplace expanded into new high-margin categories."], "post_text": ["Seller services and advertising revenue grew faster than GMV."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate take rate (%) and Net Margin for 2025.", "answer": "11.9; 21.6"}
{"id": "4am_finQNA_187", "pre_text": ["Railway Operator benefited from higher freight volumes and successful pricing."], "post_text": ["Maintenance spending was well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8450", "7620"], ["Operating Income", "2180", "1680"], ["EBITDA", "3120", "2680"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "25.8; 36.9"}
{"id": "4am_finQNA_188", "pre_text": ["Cybersecurity Firm reported strong subscription bookings."], "post_text": ["Deferred revenue balance increased substantially."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Subscription Revenue", "3850", "2680"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate subscription growth rate and deferred revenue to subscription revenue ratio.", "answer": "43.7; 0.44"}
{"id": "4am_finQNA_189", "pre_text": ["Automotive Supplier ramped up EV powertrain component production."], "post_text": ["Raw material costs stabilized after previous spikes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "19.8", "18.4"], ["Operating Income", "1240", "920"]], "question": "Calculate Operating Margin improvement in percentage points.", "answer": "2.1"}
{"id": "4am_finQNA_190", "pre_text": ["Beverage Company successfully executed premiumization strategy."], "post_text": ["Emerging markets drove majority of incremental revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Operating Income", "4120", "3680"]], "question": "Calculate Operating Margin for 2025 and the YoY improvement.", "answer": "22.4; 0.8 pp"}
{"id": "4am_finQNA_191", "pre_text": ["Chip IP Licensing Company benefited from AI accelerator demand."], "post_text": ["Royalty revenue stream accelerated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["License Revenue", "3120", "2680"], ["Royalty Revenue", "1240", "680"], ["Total Revenue", "4680", "3520"]], "question": "Calculate royalty contribution % and total revenue growth rate.", "answer": "26.5; 33.0"}
{"id": "4am_finQNA_192", "pre_text": ["Airport Operator benefited from full recovery in passenger traffic."], "post_text": ["Non-aeronautical revenue per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "48.2", "42.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per passenger and EBITDA margin for 2025.", "answer": "25.73; 54.8"}
{"id": "4am_finQNA_193", "pre_text": ["Logistics REIT delivered strong operational performance."], "post_text": ["Rent growth on renewals was solid."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "1680", "1420"], ["NOI", "1240", "1020"], ["Occupancy (%)", "96.8", "94.2"]], "question": "Calculate NOI Margin for 2025.", "answer": "73.8"}
{"id": "4am_finQNA_194", "pre_text": ["Media Conglomerate grew streaming business while managing linear TV decline."], "post_text": ["Content cost discipline improved margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Streaming Revenue", "6850", "5210"], ["Total Revenue", "12480", "11850"], ["EBITDA", "3120", "2680"]], "question": "Calculate streaming contribution % and EBITDA margin.", "answer": "54.9; 25.0"}
{"id": "4am_finQNA_195", "pre_text": ["Construction Equipment Manufacturer saw strong replacement demand."], "post_text": ["Dealer inventory levels normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Margin (%)", "14.8", "12.6"], ["Backlog ($M)", "6420", "5210"]], "question": "Calculate Operating Income for 2025 and backlog coverage in months.", "answer": "1457.8; 7.8"}
{"id": "4am_finQNA_196", "pre_text": ["Generic Drug Manufacturer executed successful product launches."], "post_text": ["Pricing erosion continued on older molecules."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "58.4", "54.2"], ["Net Income", "680", "420"]], "question": "Calculate gross margin expansion and Net Income growth rate.", "answer": "4.2 pp; 61.9"}
{"id": "4am_finQNA_197", "pre_text": ["Renewable Energy Developer completed several large wind and solar projects."], "post_text": ["PPAs secured at attractive rates."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "12.8", "9.4"], ["Revenue ($M)", "2840", "2180"], ["EBITDA ($M)", "1680", "1240"]], "question": "Calculate revenue per GW and EBITDA margin for 2025.", "answer": "221.9; 59.2"}
{"id": "4am_finQNA_198", "pre_text": ["Financial Technology Firm expanded banking-as-a-service partnerships."], "post_text": ["User base and engagement grew strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4250", "3120"], ["Gross Profit", "3120", "2180"], ["Net Income", "980", "620"]], "question": "Calculate Gross Margin and Net Margin for 2025.", "answer": "73.4; 23.1"}
{"id": "4am_finQNA_199", "pre_text": ["Packaging Company benefited from e-commerce tailwinds and sustainable packaging demand."], "post_text": ["Raw material costs moderated in the second half."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Income", "980", "920"], ["Net Income", "680", "640"]], "question": "Calculate Operating Margin for both years and the change.", "answer": "14.3 vs 14.3; flat"}
{"id": "4am_finQNA_200", "pre_text": ["Global Manufacturing Inc. reported improved operational efficiency due to automation initiatives while facing raw material cost inflation."], "post_text": ["The company maintained a conservative balance sheet with strong liquidity."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18450", "16280"], ["Gross Profit", "5120", "4380"], ["Operating Income", "2480", "1980"], ["Net Income", "1680", "1240"], ["Total Assets", "28500", "26800"], ["Total Equity", "14200", "13800"]], "question": "Calculate Gross Margin, Operating Margin, and Net Margin for 2025. Also compute Return on Equity (ROE) for 2025.", "answer": "27.8%; 13.4%; 9.1%; 11.8%"}
{"id": "4am_finQNA_201", "pre_text": ["Pharma Innovations faced generic competition but launched two new patented drugs with high margins."], "post_text": ["R&D as a percentage of sales remained elevated to support pipeline."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["Gross Profit", "8650", "9120"], ["R&D Expense", "2480", "2120"], ["Net Income", "3120", "2680"]], "question": "Calculate Gross Margin % and R&D intensity (% of revenue) for 2025. Did Net Margin expand or contract?", "answer": "69.3%; 19.9%; expanded"}
{"id": "4am_finQNA_202", "pre_text": ["Regional Bank maintained solid loan growth while deposit costs increased due to rate environment."], "post_text": ["Asset quality remained strong with low non-performing loans."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3680", "3240"], ["Non-Interest Income", "1240", "980"], ["Provision Expense", "280", "420"], ["Net Income", "2150", "1780"]], "question": "Calculate the contribution of lower provisions to Net Income growth (%). Compute overall Net Interest Margin improvement assuming average interest-earning assets of $142B.", "answer": "28.4; 0.19 pp"}
{"id": "4am_finQNA_203", "pre_text": ["EV Manufacturer scaled production significantly but faced pricing pressure from competition."], "post_text": ["Battery cost per kWh continued to decline."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (000)", "485", "312"], ["Revenue ($M)", "24800", "18400"], ["Gross Margin (%)", "19.8", "23.4"]], "question": "Calculate revenue per vehicle ($000) for 2025 and the gross margin contraction in percentage points.", "answer": "51.13; 3.6"}
{"id": "4am_finQNA_204", "pre_text": ["SaaS Leader reported strong net revenue retention and expanding enterprise deals."], "post_text": ["Deferred revenue grew as customers signed longer contracts."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Deferred Revenue", "3120", "2180"], ["Operating Income", "1680", "980"]], "question": "Calculate revenue growth rate, Operating Margin for 2025, and Deferred Revenue as % of annual revenue.", "answer": "31.5%; 24.5%; 45.5%"}
{"id": "4am_finQNA_205", "pre_text": ["Consumer Staples company successfully implemented price increases to offset commodity inflation."], "post_text": ["Volume growth was modest in developed markets but strong in emerging markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Gross Profit", "8120", "7240"], ["Operating Income", "4120", "3680"]], "question": "Calculate Gross Margin and Operating Margin for 2025. Compute gross margin expansion.", "answer": "44.1%; 22.4%; 1.1 pp"}
{"id": "4am_finQNA_206", "pre_text": ["Semiconductor company benefited from AI demand while consumer segment remained weak."], "post_text": ["Inventory levels normalized by year-end."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Gross Profit", "18420", "14800"], ["Operating Income", "9680", "7120"]], "question": "Calculate Gross Margin and Operating Margin for both years. What was the operating leverage demonstrated?", "answer": "50.1% vs 47.4%; 26.3% vs 22.8%; strong"}
{"id": "4am_finQNA_207", "pre_text": ["REIT focused on industrial warehouses achieved high occupancy with strong rent growth."], "post_text": ["Acquisitions contributed to portfolio expansion."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Revenue", "2850", "2420"], ["NOI", "2120", "1780"], ["FFO", "1680", "1420"]], "question": "Calculate NOI Margin for 2025 and Funds From Operations (FFO) Margin.", "answer": "74.4%; 58.9%"}
{"id": "4am_finQNA_208", "pre_text": ["Insurance company faced higher claims from weather events but benefited from higher investment yields."], "post_text": ["Combined ratio remained below 100%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Premium Revenue", "12480", "11250"], ["Claims & Expenses", "9850", "9210"], ["Investment Income", "2480", "1980"], ["Net Income", "1680", "1420"]], "question": "Calculate Combined Ratio for 2025 and the contribution of investment income to Net Income.", "answer": "78.9%; 32.1%"}
{"id": "4am_finQNA_209", "pre_text": ["Retail Chain optimized store portfolio while growing e-commerce channel rapidly."], "post_text": ["Inventory turnover improved due to better demand forecasting."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "28450", "26180"], ["Gross Margin (%)", "28.4", "29.8"], ["Operating Margin (%)", "7.8", "8.9"]], "question": "Calculate Operating Income for 2025 and the operating margin contraction in percentage points.", "answer": "2219.1; 1.1"}
{"id": "4am_finQNA_210", "pre_text": ["Biotech firm achieved profitability after successful drug commercialization."], "post_text": ["R&D expenses remained high to support future pipeline."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "980"], ["R&D", "920", "1240"], ["Net Income", "680", "-680"]], "question": "Calculate revenue growth rate (%) and the swing in bottom-line profitability.", "answer": "218.4; 1360"}
{"id": "4am_finQNA_211", "pre_text": ["Utility company benefited from rate base expansion and favorable regulatory outcomes."], "post_text": ["Renewable energy mix increased to 38%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "4120", "3480"], ["Net Income", "1680", "1420"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "41.8%; 17.1%"}
{"id": "4am_finQNA_212", "pre_text": ["Luxury Goods group reported strong organic growth in Asia-Pacific despite currency headwinds."], "post_text": ["Acquisitions added new brands to the portfolio."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "8.4", "11.2"], ["EBIT", "5240", "4520"]], "question": "Calculate total reported revenue growth rate and EBIT Margin for 2025.", "answer": "13.0%; 28.5%"}
{"id": "4am_finQNA_213", "pre_text": ["Payment Processor expanded merchant network and introduced new value-added services."], "post_text": ["Take rate remained stable amid competitive pressure."], "table": [["Metric", "2025", "2024"], ["Payment Volume ($B)", "1240", "980"], ["Revenue ($M)", "4280", "3420"], ["Net Income ($M)", "1680", "1240"]], "question": "Calculate take rate (in basis points) for 2025 and Net Margin (%).", "answer": "34.5 bps; 39.3%"}
{"id": "4am_finQNA_214", "pre_text": ["Industrial Conglomerate divested low-margin businesses while investing in high-growth segments."], "post_text": ["Organic growth was supported by aftermarket services."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "34200"], ["EBIT", "6240", "5680"], ["Net Income", "4120", "3680"]], "question": "Calculate EBIT Margin for 2025 and overall Net Income growth rate.", "answer": "17.0%; 12.0%"}
{"id": "4am_finQNA_215", "pre_text": ["Telecom Operator invested heavily in 5G infrastructure while legacy revenue declined."], "post_text": ["ARPU increased due to higher data consumption."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Service Revenue", "18420", "17980"], ["EBITDA", "6840", "6520"], ["CapEx", "4250", "3980"]], "question": "Calculate EBITDA Margin for 2025. What was the EBITDA-Capex (Free Cash Flow proxy) margin?", "answer": "31.9%; 12.0%"}
{"id": "4am_finQNA_216", "pre_text": ["Asset Manager saw strong inflows and market appreciation driving higher AUM."], "post_text": ["Performance fees were elevated due to outperformance."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["AUM ($B)", "285", "242"], ["Revenue", "3680", "3120"], ["Net Income", "1680", "1240"]], "question": "Calculate revenue yield on AUM (in %) and Net Profit Margin for 2025.", "answer": "1.29%; 45.7%"}
{"id": "4am_finQNA_217", "pre_text": ["Airline recovered strongly with higher load factors and yield improvement."], "post_text": ["Fuel hedging program delivered positive impact."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "9850"], ["Load Factor (%)", "84.2", "79.8"], ["Operating Margin (%)", "13.5", "9.3"]], "question": "Calculate revenue growth rate (%) and operating margin expansion in percentage points.", "answer": "26.7%; 4.2"}
{"id": "4am_finQNA_218", "pre_text": ["Specialty Chemical firm benefited from pricing power in niche segments."], "post_text": ["Volume growth was mixed across product lines."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate EBITDA Margin for both years and Net Income growth rate.", "answer": "25.0% vs 20.7%; 35.3%"}
{"id": "4am_finQNA_219", "pre_text": ["Gaming Company launched two major titles with strong pre-order performance."], "post_text": ["Live services and DLC contributed significantly to revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and the expansion in percentage points.", "answer": "31.0% vs 26.5%; 4.5"}
{"id": "4am_finQNA_220", "pre_text": ["Logistics Company benefited from e-commerce growth and supply chain optimization."], "post_text": ["Fuel costs declined due to efficiency gains and hedging."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin for both years and the improvement in percentage points.", "answer": "13.5% vs 6.6%; 6.9"}
{"id": "4am_finQNA_221", "pre_text": ["Food & Beverage leader continued premiumization strategy across portfolio."], "post_text": ["Emerging markets contributed over 60% of incremental revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "24800", "22150"], ["Gross Margin (%)", "46.8", "44.2"], ["Operating Margin (%)", "18.4", "17.1"]], "question": "Calculate gross margin expansion and operating margin improvement.", "answer": "2.6 pp; 1.3 pp"}
{"id": "4am_finQNA_222", "pre_text": ["Cybersecurity firm achieved high net revenue retention with platform expansion."], "post_text": ["Sales efficiency improved as measured by magic number."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"]], "question": "Calculate revenue growth rate and Operating Margin for 2025.", "answer": "37.2%; 22.9%"}
{"id": "4am_finQNA_223", "pre_text": ["Heavy Machinery manufacturer saw strong aftermarket revenue growth."], "post_text": ["New equipment orders remained healthy due to infrastructure spending."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "15840", "14290"], ["Operating Income", "2840", "2310"], ["Net Income", "1950", "1680"]], "question": "Calculate Operating Margin and Net Margin for 2025.", "answer": "17.9%; 12.3%"}
{"id": "4am_finQNA_224", "pre_text": ["Solar Energy developer added substantial new capacity under long-term PPAs."], "post_text": ["Project financing costs remained favorable."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "8.4", "6.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per GW installed and EBITDA margin for 2025.", "answer": "147.6; 54.8%"}
{"id": "4am_finQNA_225", "pre_text": ["Fashion Retailer improved inventory management and shifted toward higher margin categories."], "post_text": ["E-commerce penetration increased to 38% of total sales."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8930", "8120"], ["Gross Margin (%)", "46.1", "42.8"], ["Operating Income", "980", "1020"]], "question": "Calculate gross margin expansion and Operating Margin for 2025.", "answer": "3.3 pp; 11.0%"}
{"id": "4am_finQNA_226", "pre_text": ["Data Center REIT benefited from AI-driven demand for higher power density facilities."], "post_text": ["Lease escalations averaged 5.2% annually."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2140", "1780"], ["NOI", "1680", "1390"], ["FFO", "1240", "980"]], "question": "Calculate NOI Margin and FFO Margin for 2025.", "answer": "78.5%; 57.9%"}
{"id": "4am_finQNA_227", "pre_text": ["Consumer Electronics firm faced margin pressure from component cost increases."], "post_text": ["Services and software revenue mix continued to rise."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "28450", "26180"], ["Gross Margin (%)", "32.4", "34.8"], ["Operating Margin (%)", "9.8", "11.2"]], "question": "Calculate total margin compression (Gross + Operating) in percentage points.", "answer": "3.8 pp"}
{"id": "4am_finQNA_228", "pre_text": ["Software company maintained high gross margins typical of SaaS business model."], "post_text": ["Rule of 40 score improved to 68."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3980", "2940"], ["Gross Margin (%)", "82.4", "81.2"], ["Operating Income", "920", "510"]], "question": "Calculate Operating Margin and the improvement. Does it meet Rule of 40 (Revenue Growth + Op Margin)?", "answer": "23.1%; 6.1 pp; Yes"}
{"id": "4am_finQNA_229", "pre_text": ["Industrial Chemical producer hedged energy costs effectively while passing through raw material prices."], "post_text": ["Specialty chemicals segment grew faster than base chemicals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "6480"], ["EBITDA", "1240", "980"], ["Net Income", "680", "520"]], "question": "Calculate EBITDA Margin expansion and Net Income growth rate.", "answer": "3.4 pp; 30.8%"}
{"id": "4am_finQNA_230", "pre_text": ["Luxury Auto brand reported record deliveries with favorable product mix."], "post_text": ["EV sales contribution increased significantly."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (000)", "218", "189"], ["Revenue ($M)", "124500", "108400"], ["EBIT ($M)", "16800", "14200"]], "question": "Calculate revenue per vehicle ($000) and EBIT Margin for 2025.", "answer": "571.1; 13.5%"}
{"id": "4am_finQNA_231", "pre_text": ["Telecom tower operator added new tenants while renewing contracts at higher rates."], "post_text": ["Churn rate remained industry-leading low."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3680", "3420"], ["EBITDA Margin (%)", "68.4", "66.8"]], "question": "Calculate EBITDA for 2025 and the margin expansion in basis points.", "answer": "2517; 160 bps"}
{"id": "4am_finQNA_232", "pre_text": ["Payment Solutions provider benefited from higher transaction volumes in e-commerce."], "post_text": ["Cross-border payments grew faster than domestic."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "68.4", "65.2"], ["Net Income", "2120", "1420"]], "question": "Calculate Net Margin for 2025 and gross margin expansion.", "answer": "30.9%; 3.2 pp"}
{"id": "4am_finQNA_233", "pre_text": ["Department Store chain continued portfolio optimization and e-commerce investments."], "post_text": ["Comparable store sales turned positive."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8720", "8450"], ["Gross Margin (%)", "38.4", "37.2"], ["Operating Income", "680", "420"]], "question": "Calculate Operating Margin for 2025 and YoY improvement in percentage points.", "answer": "7.8%; 2.8"}
{"id": "4am_finQNA_234", "pre_text": ["Semiconductor Equipment maker reported record bookings driven by AI infrastructure."], "post_text": ["Book-to-bill ratio stayed above 1.2x."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "48.2", "46.8"], ["Backlog", "12400", "8920"]], "question": "Calculate backlog coverage (in months of revenue) for 2025.", "answer": "21.7 months"}
{"id": "4am_finQNA_235", "pre_text": ["Utilities firm benefited from approved rate increases and renewable investments."], "post_text": ["Regulatory environment remained constructive."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7840", "7210"], ["EBITDA", "3120", "2840"], ["Net Income", "1240", "1080"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "39.8%; 15.8%"}
{"id": "4am_finQNA_236", "pre_text": ["Gaming and Entertainment firm launched successful new titles with strong monetization."], "post_text": ["User engagement and monetization metrics improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin improvement in percentage points.", "answer": "4.5"}
{"id": "4am_finQNA_237", "pre_text": ["Generic Pharmaceutical company launched several complex generics with limited competition."], "post_text": ["Pricing pressure continued on mature portfolio."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "58.4", "54.2"], ["Net Income", "680", "420"]], "question": "Calculate gross margin expansion and Net Income growth rate.", "answer": "4.2 pp; 61.9%"}
{"id": "4am_finQNA_238", "pre_text": ["Renewable Energy developer secured attractive long-term power purchase agreements."], "post_text": ["Project execution remained on schedule."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "12.8", "9.4"], ["Revenue ($M)", "2840", "2180"], ["EBITDA ($M)", "1680", "1240"]], "question": "Calculate revenue per GW and EBITDA margin for 2025.", "answer": "221.9; 59.2%"}
{"id": "4am_finQNA_239", "pre_text": ["FinTech company expanded banking-as-a-service partnerships and user base."], "post_text": ["Regulatory capital requirements remained well managed."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4250", "3120"], ["Gross Profit", "3120", "2180"], ["Net Income", "980", "620"]], "question": "Calculate Gross Margin and Net Margin for 2025.", "answer": "73.4%; 23.1%"}
{"id": "4am_finQNA_240", "pre_text": ["Packaging solutions provider benefited from e-commerce and sustainable packaging trends."], "post_text": ["Raw material costs moderated in second half."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Income", "980", "920"]], "question": "Calculate Operating Margin for 2025.", "answer": "14.3%"}
{"id": "4am_finQNA_241", "pre_text": ["AI Software company reported accelerating adoption across enterprise customers."], "post_text": ["Multi-year contracts drove visibility."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "1840"], ["Operating Income", "680", "120"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate revenue growth (%), Operating Margin, and improvement in margin.", "answer": "69.6%; 21.8%; 15.3 pp"}
{"id": "4am_finQNA_242", "pre_text": ["Next-generation infrastructure provider signed large hyperscale contracts."], "post_text": ["Data center utilization improved steadily."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4850", "3120"], ["Gross Margin (%)", "75.9", "69.8"], ["Operating Income", "1240", "420"]], "question": "Calculate Gross Margin expansion and Operating Margin for 2025.", "answer": "6.1 pp; 25.6%"}
{"id": "4am_finQNA_243", "pre_text": ["Specialty retailer focused on private label expansion to improve profitability."], "post_text": ["Same-store sales momentum improved in second half."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "11250"], ["Gross Margin (%)", "42.8", "38.6"], ["Operating Margin (%)", "12.4", "10.9"]], "question": "Calculate gross margin expansion and Operating Income growth rate.", "answer": "4.2 pp; 26.2%"}
{"id": "4am_finQNA_244", "pre_text": ["Offshore wind developer commissioned new projects with long-term fixed price contracts."], "post_text": ["Government support schemes contributed to economics."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "6.8", "4.2"], ["Revenue ($M)", "1840", "980"], ["EBITDA ($M)", "1120", "520"]], "question": "Calculate revenue per GW and EBITDA margin.", "answer": "270.6; 60.9%"}
{"id": "4am_finQNA_245", "pre_text": ["Global consumer electronics leader grew services revenue faster than hardware."], "post_text": ["Installed base continued to expand."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "368000", "342000"], ["Services Revenue", "84500", "71200"], ["Operating Income", "96800", "89500"]], "question": "Calculate services revenue as percentage of total and overall Operating Margin.", "answer": "23.0%; 26.3%"}
{"id": "4am_finQNA_246", "pre_text": ["Healthcare provider group benefited from higher reimbursement rates and volume recovery."], "post_text": ["Bad debt expense improved due to better patient financial screening."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6120"], ["Operating Income", "1240", "980"], ["EBITDA", "1680", "1420"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "18.1%; 24.5%"}
{"id": "4am_finQNA_247", "pre_text": ["Industrial automation firm reported strong orders from electric vehicle battery plants."], "post_text": ["Book-to-bill ratio remained elevated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Backlog", "6850", "5210"], ["Operating Income", "980", "720"]], "question": "Calculate backlog in months of trailing revenue.", "answer": "15.2 months"}
{"id": "4am_finQNA_248", "pre_text": ["Life insurance company grew premiums while investment portfolio performed well."], "post_text": ["Mortality experience was slightly elevated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Premium Revenue", "12480", "11250"], ["Investment Income", "3120", "2680"], ["Net Income", "1680", "1420"]], "question": "Calculate investment income as % of total revenue and Net Margin.", "answer": "20.0%; 10.8%"}
{"id": "4am_finQNA_249", "pre_text": ["Fast fashion retailer expanded footprint in high-growth markets while optimizing costs."], "post_text": ["Inventory turnover ratio improved."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "9850", "8420"], ["Gross Margin (%)", "38.4", "41.2"], ["Operating Margin (%)", "9.8", "11.5"]], "question": "Calculate total margin compression (Gross + Operating) in percentage points.", "answer": "4.5 pp"}
{"id": "4am_finQNA_250", "pre_text": ["Cloud security leader expanded platform capabilities and customer base."], "post_text": ["Net revenue retention rate remained strong."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"]], "question": "Calculate revenue growth (%) and Operating Margin improvement.", "answer": "37.2%; 10.7 pp"}
{"id": "4am_finQNA_251", "pre_text": ["Steel manufacturer faced lower volumes but benefited from higher realized prices earlier in the year."], "post_text": ["Cost control measures helped mitigate energy inflation."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "2480", "3120"]], "question": "Calculate EBITDA Margin for both years and the contraction.", "answer": "19.9% vs 28.8%; 8.9 pp"}
{"id": "4am_finQNA_252", "pre_text": ["Luxury goods conglomerate reported strong demand in key markets."], "post_text": ["Currency translation effects impacted reported numbers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "9.8", "12.4"], ["EBIT", "5240", "4520"]], "question": "Calculate reported growth rate and currency impact in percentage points.", "answer": "13.0%; -3.2"}
{"id": "4am_finQNA_253", "pre_text": ["Electric utility completed major renewable energy projects."], "post_text": ["Rate base continued to grow steadily."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "4120", "3680"], ["Net Income", "1680", "1420"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "41.8%; 17.1%"}
{"id": "4am_finQNA_254", "pre_text": ["Semiconductor foundry benefited from strong demand for advanced process nodes."], "post_text": ["Capacity utilization was near record levels."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "28400"], ["Gross Margin (%)", "52.8", "48.6"], ["Operating Income", "12400", "8200"]], "question": "Calculate Operating Margin and gross margin expansion.", "answer": "33.7%; 4.2 pp"}
{"id": "4am_finQNA_255", "pre_text": ["Online grocery platform reached positive contribution margin milestone."], "post_text": ["Fulfillment and delivery efficiency improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Profit", "1680", "920"], ["Operating Loss", "-240", "-680"]], "question": "Calculate Gross Margin for 2025 and the reduction in operating loss.", "answer": "24.5%; 440"}
{"id": "4am_finQNA_256", "pre_text": ["Rail freight operator benefited from modal shift and pricing discipline."], "post_text": ["Fuel surcharge mechanisms helped protect margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1240", "920"], ["EBITDA", "1680", "1420"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "22.9%; 31.0%"}
{"id": "4am_finQNA_257", "pre_text": ["Biopharma company successfully commercialized its lead oncology asset."], "post_text": ["Launch expenses were front-loaded."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "980"], ["R&D", "920", "1240"], ["Net Income", "680", "-420"]], "question": "Calculate revenue multiple and profitability swing.", "answer": "3.18x; +1100"}
{"id": "4am_finQNA_258", "pre_text": ["Department store chain accelerated digital transformation and store rationalization."], "post_text": ["Private label contribution increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "8120"], ["Gross Margin (%)", "36.8", "34.2"], ["Operating Income", "420", "180"]], "question": "Calculate Operating Margin and gross margin expansion.", "answer": "5.4%; 2.6 pp"}
{"id": "4am_finQNA_259", "pre_text": ["Cybersecurity SaaS provider continued to expand its platform offering."], "post_text": ["Customer retention and expansion remained robust."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"], ["Deferred Revenue", "1680", "1240"]], "question": "Calculate Operating Margin and Deferred Revenue / Revenue ratio.", "answer": "22.9%; 39.3%"}
{"id": "4am_finQNA_260", "pre_text": ["Automotive supplier ramped up EV and ADAS component production."], "post_text": ["Raw material costs stabilized after hedging."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Gross Margin (%)", "18.4", "17.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin improvement in percentage points.", "answer": "2.1"}
{"id": "4am_finQNA_261", "pre_text": ["Beverage company expanded zero-sugar and functional drink categories."], "post_text": ["Emerging market volume growth was strong."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Operating Income", "4120", "3680"]], "question": "Calculate Operating Margin for 2025 and YoY change.", "answer": "22.4%; +0.8 pp"}
{"id": "4am_finQNA_262", "pre_text": ["Chip design company licensed new AI IP to multiple partners."], "post_text": ["Royalty revenue stream grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["License Revenue", "3120", "2680"], ["Royalty Revenue", "1240", "680"], ["Total Revenue", "4680", "3520"]], "question": "Calculate royalty contribution % and total revenue growth rate.", "answer": "26.5%; 33.0%"}
{"id": "4am_finQNA_263", "pre_text": ["Airport services company benefited from recovery in international travel."], "post_text": ["Non-aeronautical revenue per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "48.2", "42.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per passenger and EBITDA margin.", "answer": "25.73; 54.8%"}
{"id": "4am_finQNA_264", "pre_text": ["Enterprise software vendor accelerated cloud migration of customer base."], "post_text": ["Recurring revenue percentage increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Cloud Revenue", "3680", "2180"], ["Total Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate cloud revenue as % of total and Operating Margin improvement.", "answer": "67.9%; 4.2 pp"}
{"id": "4am_finQNA_265", "pre_text": ["Commodity chemical company benefited from favorable supply-demand balance."], "post_text": ["Energy cost hedging delivered savings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"], ["Net Income", "1240", "720"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "25.2%; 12.6%"}
{"id": "4am_finQNA_266", "pre_text": ["Fitness company expanded digital subscription offerings successfully."], "post_text": ["Churn rate declined due to improved engagement."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Subscription Revenue", "2450", "1840"], ["Operating Income", "680", "420"]], "question": "Calculate subscription revenue mix % and Operating Margin.", "answer": "78.5%; 21.8%"}
{"id": "4am_finQNA_267", "pre_text": ["Defense contractor secured multi-year government programs."], "post_text": ["Backlog remained at record levels."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "1680", "1420"], ["Backlog", "28500", "24200"]], "question": "Calculate backlog coverage in years of 2025 revenue.", "answer": "2.28 years"}
{"id": "4am_finQNA_268", "pre_text": ["Real estate brokerage benefited from lower interest rates and higher transaction volumes."], "post_text": ["Market share gains in key regions."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "4210"], ["Operating Income", "1240", "520"]], "question": "Calculate revenue growth rate (%) and Operating Margin.", "answer": "62.7%; 18.1%"}
{"id": "4am_finQNA_269", "pre_text": ["Solar manufacturer faced industry-wide pricing pressure despite capacity expansion."], "post_text": ["Technology improvements helped partially offset ASP decline."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "18.5", "12.4"], ["Revenue ($M)", "3680", "3120"], ["Gross Margin (%)", "22.4", "28.6"]], "question": "Calculate revenue per GW and gross margin contraction.", "answer": "198.9; 6.2 pp"}
{"id": "4am_finQNA_270", "pre_text": ["Asset management firm saw strong AUM growth from market performance and inflows."], "post_text": ["Performance fee income was elevated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["AUM ($B)", "285", "242"], ["Revenue", "3680", "3120"], ["Net Income", "1680", "1240"]], "question": "Calculate revenue yield (%) on AUM and Net Margin.", "answer": "1.29%; 45.7%"}
{"id": "4am_finQNA_271", "pre_text": ["Trucking firm optimized fleet and benefited from improved freight rates."], "post_text": ["Driver retention improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Margin (%)", "12.8", "9.4"]], "question": "Calculate Operating Income and margin expansion.", "answer": "876.8; 3.4 pp"}
{"id": "4am_finQNA_272", "pre_text": ["Luxury watchmaker maintained strong brand pricing power."], "post_text": ["Direct-to-consumer sales channel expanded."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "68.4", "67.2"], ["Operating Income", "1680", "1420"]], "question": "Calculate Operating Margin for 2025.", "answer": "31.0%"}
{"id": "4am_finQNA_273", "pre_text": ["Food delivery platform achieved positive EBITDA through operating leverage."], "post_text": ["Average order value increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Gross Profit", "3120", "2180"], ["EBITDA", "420", "-680"]], "question": "Calculate Gross Margin and EBITDA swing from prior year.", "answer": "31.7%; +1100"}
{"id": "4am_finQNA_274", "pre_text": ["Industrial gas supplier benefited from semiconductor and healthcare demand."], "post_text": ["Energy cost pass-through protected margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "3680", "3120"], ["Net Income", "1680", "1420"]], "question": "Calculate EBITDA Margin and Net Margin.", "answer": "29.5%; 13.5%"}
{"id": "4am_finQNA_275", "pre_text": ["Pet care company grew through organic expansion and strategic acquisitions."], "post_text": ["Premiumization trend continued."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5420"], ["Organic Growth (%)", "8.4", "9.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate total reported growth rate and implied acquisition contribution.", "answer": "26.4%; ~18.0 pp"}
{"id": "4am_finQNA_276", "pre_text": ["Telecom tower company continued 5G densification program."], "post_text": ["Tenant churn remained minimal."], "table": [["Metric", "2025", "2024"], ["Sites", "68500", "64200"], ["Revenue ($M)", "3680", "3420"], ["EBITDA Margin (%)", "68.4", "66.8"]], "question": "Calculate revenue per site ($000) and EBITDA margin expansion.", "answer": "53.72; 1.6 pp"}
{"id": "4am_finQNA_277", "pre_text": ["Apparel brand successfully executed DTC transformation strategy."], "post_text": ["Inventory discipline improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "8120"], ["Gross Margin (%)", "44.8", "42.1"], ["Operating Income", "980", "720"]], "question": "Calculate Operating Margin and gross margin expansion.", "answer": "12.5%; 2.7 pp"}
{"id": "4am_finQNA_278", "pre_text": ["Battery technology company scaled gigafactory output."], "post_text": ["Major OEM supply agreements secured."], "table": [["Metric", "2025", "2024"], ["Production (GWh)", "42", "18"], ["Revenue ($M)", "6850", "3120"], ["Gross Margin (%)", "24.8", "12.4"]], "question": "Calculate revenue per GWh and gross margin improvement.", "answer": "163.1; 12.4 pp"}
{"id": "4am_finQNA_279", "pre_text": ["Regional bank focused on commercial lending and fee-based services."], "post_text": ["Deposit costs were well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "2850", "2420"], ["Fee Income", "920", "680"], ["Net Income", "1420", "980"]], "question": "Calculate fee income contribution % and Net Income growth rate.", "answer": "24.4%; 44.9%"}
{"id": "4am_finQNA_280", "pre_text": ["Gaming hardware company launched successful next-gen console."], "post_text": ["Software attach rates and services revenue grew."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Hardware Revenue", "6850", "8120"], ["Services Revenue", "5420", "3680"], ["Operating Income", "3120", "2480"]], "question": "Calculate services revenue as percentage of total revenue.", "answer": "44.2%"}
{"id": "4am_finQNA_281", "pre_text": ["Water utility benefited from approved rate cases and infrastructure spending."], "post_text": ["Regulatory climate supportive."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2850"], ["EBITDA", "1680", "1420"], ["Net Income", "920", "780"]], "question": "Calculate EBITDA Margin and Net Margin.", "answer": "53.8%; 29.5%"}
{"id": "4am_finQNA_282", "pre_text": ["HR technology platform expanded into adjacent payroll and benefits services."], "post_text": ["Customer retention remained high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "1240", "680"]], "question": "Calculate revenue growth rate and Operating Margin.", "answer": "37.2%; 29.0%"}
{"id": "4am_finQNA_283", "pre_text": ["Aluminum producer benefited from automotive and aerospace demand."], "post_text": ["Energy efficiency initiatives helped margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"]], "question": "Calculate EBITDA Margin.", "answer": "25.2%"}
{"id": "4am_finQNA_284", "pre_text": ["Digital advertising company adapted to privacy changes and shifted toward performance marketing."], "post_text": ["Market share improved in key verticals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and expansion.", "answer": "24.5% vs 20.7%; 3.8 pp"}
{"id": "4am_finQNA_285", "pre_text": ["Marine transportation company benefited from nearshoring trends."], "post_text": ["Fleet utilization remained high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement.", "answer": "12.1 pp"}
{"id": "4am_finQNA_286", "pre_text": ["Medical imaging company launched AI-enhanced diagnostic systems."], "post_text": ["Service and consumables revenue provided stability."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Equipment Revenue", "3680", "3120"], ["Service Revenue", "2420", "1980"], ["Operating Income", "1240", "980"]], "question": "Calculate service revenue mix % and overall Operating Margin.", "answer": "39.7%; 20.3%"}
{"id": "4am_finQNA_287", "pre_text": ["Discount retailer continued aggressive expansion into new territories."], "post_text": ["Private label sales penetration increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "32450"], ["Gross Margin (%)", "24.8", "23.6"], ["Operating Income", "2850", "2420"]], "question": "Calculate Operating Margin for 2025.", "answer": "7.7%"}
{"id": "4am_finQNA_288", "pre_text": ["Quantum computing software firm achieved initial commercial traction."], "post_text": ["R&D investment remained very high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "420", "85"], ["Operating Loss", "-680", "-920"]], "question": "Calculate revenue growth multiple and improvement in operating loss.", "answer": "4.94x; 240"}
{"id": "4am_finQNA_289", "pre_text": ["Packaging company benefited from e-commerce demand for protective packaging."], "post_text": ["Sustainability initiatives supported customer wins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "7210"], ["EBITDA", "1680", "1420"]], "question": "Calculate EBITDA Margin.", "answer": "21.4%"}
{"id": "4am_finQNA_290", "pre_text": ["Vertical SaaS provider for restaurants expanded into supply chain tools."], "post_text": ["Net retention rate remained strong."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2180"], ["Operating Income", "920", "420"]], "question": "Calculate revenue growth and Operating Margin.", "answer": "43.1%; 29.5%"}
{"id": "4am_finQNA_291", "pre_text": ["Cement producer benefited from infrastructure boom in key markets."], "post_text": ["Energy efficiency programs delivered cost savings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate EBITDA Margin and Net Margin.", "answer": "24.5%; 13.4%"}
{"id": "4am_finQNA_292", "pre_text": ["Online education platform focused on professional upskilling courses."], "post_text": ["AI-powered learning features improved outcomes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "2180"], ["Gross Margin (%)", "78.4", "74.2"], ["Operating Income", "920", "520"]], "question": "Calculate Operating Margin for 2025.", "answer": "32.3%"}
{"id": "4am_finQNA_293", "pre_text": ["Shipbuilder secured large orders for LNG and offshore vessels."], "post_text": ["Production efficiency improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "9850"], ["Operating Income", "1680", "920"], ["Backlog", "36800", "28500"]], "question": "Calculate backlog coverage in years of revenue.", "answer": "2.95 years"}
{"id": "4am_finQNA_294", "pre_text": ["Beauty company launched successful new skincare and cosmetic lines."], "post_text": ["China market showed recovery."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Income", "2480", "1980"]], "question": "Calculate Operating Margin.", "answer": "25.2%"}
{"id": "4am_finQNA_295", "pre_text": ["Freight forwarder managed resilient global trade volumes effectively."], "post_text": ["Ocean freight margins normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "14200"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement assuming 2024 margin was 6.5%.", "answer": "7.0 pp"}
{"id": "4am_finQNA_296", "pre_text": ["Diagnostic laboratory expanded at-home and direct-to-consumer testing."], "post_text": ["Reimbursement environment stabilized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Gross Margin (%)", "42.8", "38.4"], ["Operating Income", "1240", "920"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "4.4 pp; 18.1%"}
{"id": "4am_finQNA_297", "pre_text": ["Renewable natural gas producer scaled operations from multiple feedstocks."], "post_text": ["Carbon credit monetization added revenue stream."], "table": [["Metric", "2025", "2024"], ["Production (MMBTU k)", "28500", "18400"], ["Revenue ($M)", "1240", "680"], ["EBITDA ($M)", "680", "240"]], "question": "Calculate revenue per MMBTU and EBITDA margin.", "answer": "43.51; 54.8%"}
{"id": "4am_finQNA_298", "pre_text": ["Enterprise CRM provider continued successful cloud transition."], "post_text": ["AI capabilities drove higher deal sizes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Operating Income", "3120", "2180"]], "question": "Calculate Operating Margin for both years and expansion.", "answer": "31.7% vs 26.8%; 4.9 pp"}
{"id": "4am_finQNA_299", "pre_text": ["Casual dining chain optimized menu engineering and supply chain."], "post_text": ["Same-store sales recovered positively."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3680", "3420"], ["Operating Margin (%)", "9.8", "6.4"]], "question": "Calculate Operating Income and margin expansion.", "answer": "360.6; 3.4 pp"}
{"id": "4am_finQNA_300", "pre_text": ["Nuclear technology developer advanced SMR projects with government support."], "post_text": ["R&D burn rate high but strategic."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "920", "420"], ["Operating Loss", "-680", "-920"]], "question": "Calculate revenue growth rate and improvement in operating performance.", "answer": "119%; 240"}
{"id": "4am_finQNA_301", "pre_text": ["Luxury automotive OEM maintained strong pricing discipline."], "post_text": ["EV transition progressed with new model launches."], "table": [["Metric", "2025", "2024"], ["Vehicles Sold (000)", "285", "268"], ["Revenue ($M)", "68500", "64200"], ["EBIT Margin (%)", "18.4", "17.2"]], "question": "Calculate revenue per vehicle ($000) and EBIT margin expansion.", "answer": "240.35; 1.2 pp"}
{"id": "4am_finQNA_302", "pre_text": ["Logistics REIT achieved record occupancy with build-to-suit developments."], "post_text": ["Lease escalations provided organic growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "2850", "2420"], ["NOI", "2120", "1780"], ["Occupancy (%)", "97.8", "95.4"]], "question": "Calculate NOI Margin.", "answer": "74.4%"}
{"id": "4am_finQNA_303", "pre_text": ["Digital payment infrastructure firm expanded into new geographies."], "post_text": ["Cross-border volume growth was robust."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Gross Margin (%)", "68.4", "65.2"], ["Net Income", "1680", "920"]], "question": "Calculate revenue growth, gross margin expansion, and Net Margin.", "answer": "47.3%; 3.2 pp; 31.0%"}
{"id": "4am_finQNA_304", "pre_text": ["Specialty materials supplier served aerospace and EV sectors."], "post_text": ["Technical differentiation supported pricing power."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "2120", "1680"]], "question": "Calculate EBITDA Margin.", "answer": "30.9%"}
{"id": "4am_finQNA_305", "pre_text": ["Movie theater chain benefited from strong Hollywood releases."], "post_text": ["Concession spend per patron reached record levels."], "table": [["Metric", "2025", "2024"], ["Admissions (M)", "285", "242"], ["Revenue ($M)", "3680", "3120"], ["EBITDA ($M)", "1240", "920"]], "question": "Calculate revenue per admission and EBITDA margin.", "answer": "12.91; 33.7%"}
{"id": "4am_finQNA_306", "pre_text": ["Industrial software company expanded digital twin and predictive maintenance offerings."], "post_text": ["Recurring revenue mix increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Recurring Revenue %", "78", "72"], ["Operating Income", "1240", "680"]], "question": "Calculate Operating Margin improvement.", "answer": "10.2 pp"}
{"id": "4am_finQNA_307", "pre_text": ["Frozen food manufacturer expanded plant-based product lines."], "post_text": ["Both retail and foodservice channels performed well."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "32.8", "31.4"], ["Operating Income", "920", "720"]], "question": "Calculate Operating Margin for both years.", "answer": "17.0% vs 15.4%"}
{"id": "4am_finQNA_308", "pre_text": ["Satellite communications company expanded LEO constellation coverage."], "post_text": ["Enterprise and government segments drove growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3680", "2180"], ["EBITDA", "1240", "420"]], "question": "Calculate revenue growth rate and EBITDA margin.", "answer": "68.8%; 33.7%"}
{"id": "4am_finQNA_309", "pre_text": ["Toy manufacturer benefited from strong licensed movie tie-ins."], "post_text": ["Inventory management improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "48.4", "45.2"], ["Operating Income", "920", "680"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 29.5%"}
{"id": "4am_finQNA_310", "pre_text": ["Regional airline maintained capacity discipline in competitive market."], "post_text": ["Load factors reached record levels."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "6850", "5980"], ["Load Factor (%)", "85.4", "81.2"], ["Operating Margin (%)", "14.8", "9.6"]], "question": "Calculate Operating Income and margin expansion.", "answer": "1013.8; 5.2 pp"}
{"id": "4am_finQNA_311", "pre_text": ["Precision agriculture technology company expanded autonomous solutions."], "post_text": ["Subscription revenue grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1980"], ["Subscription Revenue", "1240", "680"], ["Operating Income", "680", "240"]], "question": "Calculate subscription mix % and Operating Margin.", "answer": "43.5%; 23.9%"}
{"id": "4am_finQNA_312", "pre_text": ["Textile manufacturer shifted portfolio toward technical and sustainable fabrics."], "post_text": ["Demand from industrial clients remained robust."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3680"], ["Gross Margin (%)", "28.4", "25.2"], ["Operating Income", "680", "420"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 15.9%"}
{"id": "4am_finQNA_313", "pre_text": ["Music streaming service improved royalty economics through direct deals."], "post_text": ["Podcast segment continued to expand."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "2480", "1680"]], "question": "Calculate Operating Margin.", "answer": "19.9%"}
{"id": "4am_finQNA_314", "pre_text": ["Warehouse automation provider secured large contracts with major retailers."], "post_text": ["Deployment efficiency improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Backlog", "9850", "6850"], ["Operating Income", "1240", "520"]], "question": "Calculate backlog coverage in months.", "answer": "21.8 months"}
{"id": "4am_finQNA_315", "pre_text": ["Vitamin and supplement company benefited from rising health awareness."], "post_text": ["Direct and e-commerce channels performed strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Operating Income", "920", "680"]], "question": "Calculate Operating Margin for both years and improvement.", "answer": "29.5% vs 25.4%; 4.1 pp"}
{"id": "4am_finQNA_316", "pre_text": ["Advanced robotics company expanded applications into new industrial segments."], "post_text": ["Software and recurring revenue mix increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "2850"], ["Recurring Revenue %", "52", "38"], ["Operating Income", "980", "420"]], "question": "Calculate revenue growth rate and Operating Margin.", "answer": "50.2%; 22.9%"}
{"id": "4am_finQNA_317", "pre_text": ["Aerospace components supplier benefited from commercial aircraft recovery."], "post_text": ["Aftermarket demand remained robust."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "26.8", "24.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "2.6 pp; 17.1%"}
{"id": "4am_finQNA_318", "pre_text": ["Online marketplace expanded into new categories and geographies."], "post_text": ["Take rate improved slightly with value-added services."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate take rate (%) and Net Margin for 2025.", "answer": "11.9%; 21.6%"}
{"id": "4am_finQNA_319", "pre_text": ["Mortgage lender benefited from rate environment shift in late 2025."], "post_text": ["Refinancing activity surged."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1680"], ["Operating Income", "920", "240"]], "question": "Calculate revenue growth (%) and Operating Margin.", "answer": "69.6%; 32.3%"}
{"id": "4am_finQNA_320", "pre_text": ["Sustainable packaging converter won major brand conversions."], "post_text": ["Recycled content usage helped cost structure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "34.8", "31.2"], ["Operating Income", "980", "720"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.6 pp; 18.1%"}
{"id": "4am_finQNA_321", "pre_text": ["Video streaming platform continued subscriber growth while optimizing content spend."], "post_text": ["Password sharing reduction contributed positively."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Operating Income", "6850", "4210"]], "question": "Calculate Operating Margin for both years and expansion.", "answer": "18.6% vs 13.5%; 5.1 pp"}
{"id": "4am_finQNA_322", "pre_text": ["Heavy equipment dealer grew aftermarket parts and service revenue strongly."], "post_text": ["New machine sales slowed due to financing costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "6850", "6420"], ["Aftermarket Revenue", "3120", "2680"], ["Operating Income", "1240", "980"]], "question": "Calculate aftermarket revenue contribution % and Operating Margin.", "answer": "45.5%; 18.1%"}
{"id": "4am_finQNA_323", "pre_text": ["Generic pharma firm navigated pricing pressure through new product launches."], "post_text": ["Vertical integration initiatives supported margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "4680"], ["Gross Margin (%)", "52.4", "48.6"], ["Net Income", "920", "680"]], "question": "Calculate gross margin expansion and Net Income growth despite lower revenue.", "answer": "3.8 pp; 35.3%"}
{"id": "4am_finQNA_324", "pre_text": ["Airport retail and services operator benefited from strong passenger recovery."], "post_text": ["Duty-free sales per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "68.4", "59.2"], ["Revenue ($M)", "2850", "2420"], ["EBITDA ($M)", "1240", "980"]], "question": "Calculate revenue per passenger and EBITDA margin.", "answer": "41.67; 43.5%"}
{"id": "4am_finQNA_325", "pre_text": ["Enterprise software firm migrated more customers to SaaS model."], "post_text": ["Maintenance revenue declined as percentage of total."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for 2025.", "answer": "31.0%"}
{"id": "4am_finQNA_326", "pre_text": ["Memory semiconductor company faced inventory correction but AI demand emerged."], "post_text": ["Pricing began stabilizing toward year end."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "16800", "21400"], ["Gross Margin (%)", "21.8", "28.4"], ["Net Income", "920", "3120"]], "question": "Calculate gross margin contraction and revenue decline percentage.", "answer": "6.6 pp; 21.5%"}
{"id": "4am_finQNA_327", "pre_text": ["Hotel REIT achieved strong RevPAR growth across portfolio."], "post_text": ["Portfolio repositioning completed."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3120", "2680"], ["RevPAR ($)", "168", "142"], ["EBITDA Margin (%)", "42.8", "38.4"]], "question": "Calculate revenue growth rate and EBITDA Margin expansion.", "answer": "16.4%; 4.4 pp"}
{"id": "4am_finQNA_328", "pre_text": ["Cloud infrastructure provider added major hyperscale clients."], "post_text": ["Utilization rates across data centers improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "7420"], ["Gross Margin (%)", "68.2", "65.4"], ["Operating Income", "2840", "1680"]], "question": "Calculate Operating Margin for 2025 and YoY improvement.", "answer": "28.8%; 6.1 pp"}
{"id": "4am_finQNA_329", "pre_text": ["Retail bank continued digital transformation and branch optimization."], "post_text": ["Cost-to-income ratio improved steadily."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3120", "2840"], ["Fee Income", "980", "920"], ["Operating Expenses", "2180", "2120"], ["Net Income", "1420", "1180"]], "question": "Calculate Cost-to-Income ratio and Net Income growth.", "answer": "53.4%; 20.3%"}
{"id": "4am_finQNA_330", "pre_text": ["Medical device company launched innovative new implant technology."], "post_text": ["Pricing pressure increased in developed markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6840", "6120"], ["Gross Margin (%)", "72.8", "71.2"], ["R&D (% of sales)", "14.2", "15.8"]], "question": "Calculate Gross Profit growth and whether R&D intensity decreased.", "answer": "18.4%; Yes"}
{"id": "4am_finQNA_331", "pre_text": ["Steel producer navigated volatile raw material and energy prices."], "post_text": ["Export markets provided growth opportunities."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Calculate EBITDA Margin for both years and the change.", "answer": "19.9% vs 22.5%; -2.6 pp"}
{"id": "4am_finQNA_332", "pre_text": ["Online marketplace continued category expansion."], "post_text": ["Seller services and advertising revenue grew."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate take rate (%) and Net Margin.", "answer": "11.9%; 21.6%"}
{"id": "4am_finQNA_333", "pre_text": ["Railway operator benefited from higher freight volumes and successful pricing."], "post_text": ["Maintenance spending remained disciplined."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8450", "7620"], ["Operating Income", "2180", "1680"], ["EBITDA", "3120", "2680"]], "question": "Calculate Operating Margin and EBITDA Margin.", "answer": "25.8%; 36.9%"}
{"id": "4am_finQNA_334", "pre_text": ["Cybersecurity firm reported strong subscription bookings."], "post_text": ["Deferred revenue balance increased substantially."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Subscription Revenue", "3850", "2680"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate subscription growth rate and deferred revenue coverage ratio.", "answer": "43.7%; 0.44x"}
{"id": "4am_finQNA_335", "pre_text": ["Automotive supplier ramped up EV powertrain component production."], "post_text": ["Raw material costs stabilized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "19.8", "18.4"], ["Operating Income", "1240", "920"]], "question": "Calculate Operating Margin improvement.", "answer": "2.1 pp"}
{"id": "4am_finQNA_336", "pre_text": ["Beverage company successfully executed premiumization strategy."], "post_text": ["Emerging markets drove majority of growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Operating Income", "4120", "3680"]], "question": "Calculate Operating Margin and improvement.", "answer": "22.4%; 0.8 pp"}
{"id": "4am_finQNA_337", "pre_text": ["Chip IP licensing company benefited from AI accelerator demand."], "post_text": ["Royalty revenue accelerated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["License Revenue", "3120", "2680"], ["Royalty Revenue", "1240", "680"], ["Total Revenue", "4680", "3520"]], "question": "Calculate royalty contribution percentage and total growth rate.", "answer": "26.5%; 33.0%"}
{"id": "4am_finQNA_338", "pre_text": ["Airport operator benefited from full recovery in passenger traffic."], "post_text": ["Non-aeronautical revenue per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "48.2", "42.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per passenger and EBITDA margin.", "answer": "25.73; 54.8%"}
{"id": "4am_finQNA_339", "pre_text": ["Logistics REIT delivered strong operational performance."], "post_text": ["Rent growth on renewals was solid."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "1680", "1420"], ["NOI", "1240", "1020"], ["Occupancy (%)", "96.8", "94.2"]], "question": "Calculate NOI Margin.", "answer": "73.8%"}
{"id": "4am_finQNA_340", "pre_text": ["Media conglomerate grew streaming while managing linear TV decline."], "post_text": ["Content cost discipline improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Streaming Revenue", "6850", "5210"], ["Total Revenue", "12480", "11850"], ["EBITDA", "3120", "2680"]], "question": "Calculate streaming contribution % and EBITDA margin.", "answer": "54.9%; 25.0%"}
{"id": "4am_finQNA_341", "pre_text": ["Construction equipment manufacturer saw strong replacement demand."], "post_text": ["Dealer inventory levels normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Margin (%)", "14.8", "12.6"], ["Backlog ($M)", "6420", "5210"]], "question": "Calculate Operating Income and backlog months.", "answer": "1457.8; 7.8 months"}
{"id": "4am_finQNA_342", "pre_text": ["Generic drug manufacturer executed successful product launches."], "post_text": ["Pricing erosion continued on base portfolio."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "58.4", "54.2"], ["Net Income", "680", "420"]], "question": "Calculate gross margin expansion and Net Income growth.", "answer": "4.2 pp; 61.9%"}
{"id": "4am_finQNA_343", "pre_text": ["Renewable developer completed several large wind and solar projects."], "post_text": ["PPAs secured at attractive rates."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "12.8", "9.4"], ["Revenue ($M)", "2840", "2180"], ["EBITDA ($M)", "1680", "1240"]], "question": "Calculate revenue per GW and EBITDA margin.", "answer": "221.9; 59.2%"}
{"id": "4am_finQNA_344", "pre_text": ["Financial technology firm expanded BaaS partnerships."], "post_text": ["User base and engagement grew strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4250", "3120"], ["Gross Profit", "3120", "2180"], ["Net Income", "980", "620"]], "question": "Calculate Gross Margin and Net Margin.", "answer": "73.4%; 23.1%"}
{"id": "4am_finQNA_345", "pre_text": ["Packaging company benefited from e-commerce tailwinds."], "post_text": ["Sustainable packaging demand supported pricing."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Income", "980", "920"], ["Net Income", "680", "640"]], "question": "Calculate Operating Margin for both years.", "answer": "14.3% (flat)"}
{"id": "4am_finQNA_346", "pre_text": ["AI software firm reported strong enterprise adoption."], "post_text": ["Sales efficiency continued to improve."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "1840"], ["Operating Income", "680", "120"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate revenue growth, Operating Margin, and margin improvement.", "answer": "69.6%; 21.8%; 15.3 pp"}
{"id": "4am_finQNA_347", "pre_text": ["Hyperscale data center developer signed several large contracts."], "post_text": ["Power utilization improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4850", "3120"], ["Gross Profit", "3680", "2180"], ["Operating Income", "1240", "420"]], "question": "Calculate Gross Margin, Operating Margin, and deferred revenue growth.", "answer": "75.9%; 25.6%; 69.6%"}
{"id": "4am_finQNA_348", "pre_text": ["Mid-sized bank expanded wealth management while managing deposit costs."], "post_text": ["Credit quality remained excellent."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3680", "3240"], ["Non-Interest Income", "1240", "980"], ["Provisions", "180", "320"], ["Net Income", "2150", "1680"]], "question": "Calculate contribution of lower provisions to Net Income growth.", "answer": "8.7 pp"}
{"id": "4am_finQNA_349", "pre_text": ["Specialty retailer improved private label penetration."], "post_text": ["Same-store sales momentum accelerated."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "11250"], ["Gross Margin (%)", "42.8", "38.6"], ["Operating Margin (%)", "12.4", "10.9"]], "question": "Calculate gross margin expansion and Operating Income growth.", "answer": "4.2 pp; 26.2%"}
{"id": "4am_finQNA_350", "pre_text": ["Offshore wind developer brought new capacity online."], "post_text": ["Long-term contracts provided revenue visibility."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "6.8", "4.2"], ["Revenue ($M)", "1840", "980"], ["EBITDA ($M)", "1120", "520"]], "question": "Calculate revenue per GW and EBITDA margin.", "answer": "270.6; 60.9%"}
{"id": "4am_finQNA_351", "pre_text": ["Global electronics leader grew services and software revenue mix."], "post_text": ["Hardware margins faced competitive pressure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "368000", "342000"], ["Services Revenue", "84500", "71200"], ["Operating Income", "96800", "89500"]], "question": "Calculate services mix % and overall Operating Margin.", "answer": "23.0%; 26.3%"}
{"id": "4am_finQNA_352", "pre_text": ["Healthcare services provider benefited from volume recovery and rate increases."], "post_text": ["Operating efficiency improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6120"], ["Operating Income", "1240", "980"], ["EBITDA", "1680", "1420"]], "question": "Calculate Operating Margin and EBITDA Margin.", "answer": "18.1%; 24.5%"}
{"id": "4am_finQNA_353", "pre_text": ["Industrial automation supplier saw strong AI and EV related demand."], "post_text": ["Order backlog remained healthy."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Backlog", "6850", "5210"], ["Operating Income", "980", "720"]], "question": "Calculate backlog coverage in months.", "answer": "15.2 months"}
{"id": "4am_finQNA_354", "pre_text": ["Insurance firm managed elevated claims while investment income performed well."], "post_text": ["Underwriting discipline maintained."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Premium Revenue", "12480", "11250"], ["Investment Income", "3120", "2680"], ["Net Income", "1680", "1420"]], "question": "Calculate investment income contribution % and Net Margin.", "answer": "20.0%; 10.8%"}
{"id": "4am_finQNA_355", "pre_text": ["Fast fashion brand optimized inventory and expanded in high-growth regions."], "post_text": ["Margin pressure from promotional activity."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "9850", "8420"], ["Gross Margin (%)", "38.4", "41.2"], ["Operating Margin (%)", "9.8", "11.5"]], "question": "Calculate total margin compression.", "answer": "4.5 pp"}
{"id": "4am_finQNA_356", "pre_text": ["Cloud security leader maintained strong customer retention and expansion."], "post_text": ["New verticals contributed to growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"]], "question": "Calculate revenue growth rate and Operating Margin improvement in percentage points.", "answer": "37.2%; 10.7"}
{"id": "4am_finQNA_357", "pre_text": ["AeroDynamics Inc. benefited from strong commercial aircraft deliveries but faced supply chain cost pressures."], "post_text": ["The company increased R&D spending on next-generation propulsion systems."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "18740", "16280"], ["Cost of Goods Sold ($M)", "14230", "11980"], ["Operating Expenses ($M)", "3120", "2840"], ["Net Income ($M)", "980", "920"], ["Orders Backlog ($B)", "68.4", "59.2"]], "question": "Calculate the 2025 gross margin and determine how much the backlog growth contributed to implied future revenue visibility as a percentage of 2025 revenue.", "answer": "24.1; 365"}
{"id": "4am_finQNA_358", "pre_text": ["BioVita Pharmaceuticals saw rapid adoption of its oncology portfolio while legacy drugs declined."], "post_text": ["Royalty income from licensing deals reached a record high."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "9340", "8150"], ["COGS", "3120", "2980"], ["R&D", "1840", "1520"], ["Net Income", "1680", "1240"]], "question": "What was the YoY Net Income growth rate? If R&D intensity increased, by how many percentage points did the Net Margin expand?", "answer": "35.5; 2.1"}
{"id": "4am_finQNA_359", "pre_text": ["Global Retail Corp. faced intense promotional activity and rising logistics costs due to e-commerce shift."], "post_text": ["Same-store sales turned positive in H2 after a weak start."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "32450", "29870"], ["Gross Margin (%)", "28.4", "29.8"], ["Operating Margin (%)", "6.8", "7.9"], ["Comparable Sales Growth (%)", "1.2", "-2.4"]], "question": "Calculate the operating income for 2025 and the margin compression in percentage points.", "answer": "2206.6; 1.1"}
{"id": "4am_finQNA_360", "pre_text": ["FinCore Bank enjoyed higher net interest margins from rate hikes but increased provisions in Q4."], "post_text": ["Fee income grew strongly in wealth management."], "table": [["Category", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "6850", "5740"], ["Non-Interest Income", "3120", "2680"], ["Provisions", "680", "920"], ["Net Income", "4210", "3380"]], "question": "What percentage of 2025 Net Income growth came from Net Interest Income expansion? Also compute overall NIM improvement assuming average assets of $285B in 2025.", "answer": "68.4; 0.31"}
{"id": "4am_finQNA_361", "pre_text": ["GreenEnergy Solutions reported higher renewable capacity additions but lower realized prices per MWh."], "post_text": [], "table": [["Item", "2025", "2024"], ["Capacity (GW)", "14.8", "11.2"], ["Revenue ($M)", "4280", "3950"], ["EBITDA ($M)", "1680", "1420"]], "question": "Calculate revenue per GW and the YoY change.", "answer": "289.2; -12.4"}
{"id": "4am_finQNA_362", "pre_text": ["Luxury Brands Group saw strong demand in Asia but faced currency headwinds in Europe."], "post_text": ["The company completed the acquisition of a premium watchmaker contributing $420M revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Organic Growth (%)", "7.8", "9.2"], ["EBIT", "3240", "2680"]], "question": "Calculate total reported revenue growth rate and the contribution of acquisition to growth in percentage points.", "answer": "15.0; 3.9"}
{"id": "4am_finQNA_363", "pre_text": ["CloudSoft Inc. reported robust subscription growth with improving retention rates."], "post_text": ["Deferred revenue balance increased significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Subscription Revenue", "8750", "6920"], ["Total Revenue", "9680", "7840"], ["Deferred Revenue", "2450", "1780"]], "question": "What was the subscription revenue growth rate and the implied remaining performance obligation growth?", "answer": "26.4; 37.6"}
{"id": "4am_finQNA_364", "pre_text": ["AutoParts Ltd. benefited from EV component demand while traditional ICE parts declined."], "post_text": ["Raw material costs stabilized in H2."], "table": [["Item", "2025", "2024"], ["Revenue ($M)", "6720", "6180"], ["Gross Margin (%)", "21.8", "23.5"], ["Operating Income ($M)", "840", "920"]], "question": "Calculate 2025 operating margin and the YoY change in percentage points.", "answer": "12.5; -2.4"}
{"id": "4am_finQNA_365", "pre_text": ["Consumer Staples Co. maintained pricing power despite volume pressure in emerging markets."], "post_text": [], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "15420", "14280"], ["Operating Income", "3120", "2780"]], "question": "What was the operating margin in 2025 and the improvement from 2024?", "answer": "20.2; 0.7"}
{"id": "4am_finQNA_366", "pre_text": ["Semicon Dynamics faced inventory correction in consumer electronics but grew in automotive and AI."], "post_text": ["CapEx remained elevated for new wafer fab."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "21800", "19650"], ["Gross Profit", "9840", "9120"], ["Free Cash Flow", "3240", "2890"]], "question": "Calculate gross margin for both years and FCF as percentage of revenue in 2025.", "answer": "45.1 vs 46.4; 14.9"}
{"id": "4am_finQNA_367", "pre_text": ["Heavy Machinery Inc. saw strong mining equipment demand but agricultural segment weakened due to lower commodity prices."], "post_text": ["The company announced a $1.2B share repurchase program."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "15840", "14290"], ["Operating Income", "2840", "2310"], ["Net Income", "1950", "1680"], ["Shares Outstanding (M)", "248", "265"]], "question": "Calculate 2025 Operating Margin and EPS. What was the YoY EPS growth rate?", "answer": "17.9; 7.86; 24.1"}
{"id": "4am_finQNA_368", "pre_text": ["MediTech Solutions reported strong hospital equipment sales while consumables grew steadily."], "post_text": ["Currency translation negatively impacted European revenue."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "5980"], ["Gross Profit", "4120", "3590"], ["EBITDA", "1680", "1420"]], "question": "Calculate Gross Margin % for 2025 and the EBITDA margin improvement in percentage points.", "answer": "61.3; 1.4"}
{"id": "4am_finQNA_369", "pre_text": ["Regional Bank Corp benefited from higher loan yields but deposit costs rose sharply in H2."], "post_text": ["Non-performing loans ratio improved to 0.8%."], "table": [["Category", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "2140", "1780"], ["Fee Income", "680", "620"], ["Provision for Credit Losses", "210", "340"], ["Net Income", "1380", "980"]], "question": "What percentage of Net Income growth came from reduced provisions? Calculate overall growth rate.", "answer": "31.7; 40.8"}
{"id": "4am_finQNA_370", "pre_text": ["SolarTech Power added significant new capacity but faced lower power purchase agreement prices."], "post_text": [], "table": [["Metric", "2025", "2024"], ["Installed Capacity (GW)", "8.4", "6.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per GW for both years and the percentage decline.", "answer": "147.6 vs 160.7; -8.1"}
{"id": "4am_finQNA_371", "pre_text": ["Fashion Retail Group saw strong performance in premium segment while fast fashion slowed."], "post_text": ["Inventory turnover improved due to better demand forecasting."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8930", "8120"], ["Gross Profit", "4120", "3840"], ["Operating Income", "980", "1020"]], "question": "Calculate Gross Margin and Operating Margin for 2025. Did operating margin expand or contract?", "answer": "46.1; 11.0; contracted by 0.8 pp"}
{"id": "4am_finQNA_372", "pre_text": ["DataCenter REIT reported higher occupancy and successful rent escalations across portfolio."], "post_text": ["Acquired three new facilities contributing $180M annualized revenue."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "2140", "1780"], ["NOI", "1680", "1390"], ["FFO", "1240", "980"]], "question": "Calculate NOI Margin for 2025 and the contribution of acquisitions to revenue growth in percentage points.", "answer": "78.5; 10.1"}
{"id": "4am_finQNA_373", "pre_text": ["Consumer Electronics Co. faced intense competition and higher component costs from new tariffs."], "post_text": [], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "28450", "26180"], ["Gross Margin (%)", "32.4", "34.8"], ["Operating Margin (%)", "9.8", "11.2"]], "question": "Calculate Operating Income for both years and the total margin compression.", "answer": "2788 vs 2932; 2.4 pp"}
{"id": "4am_finQNA_374", "pre_text": ["Insurance Holdings saw premium growth but higher claims from natural catastrophes."], "post_text": ["Investment income benefited from higher yields."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Net Premiums Earned", "8450", "7620"], ["Claims and Expenses", "7120", "5980"], ["Investment Income", "1240", "980"], ["Net Income", "980", "920"]], "question": "Calculate Combined Ratio for 2025 and the impact of investment income on bottom line.", "answer": "84.3; 260"}
{"id": "4am_finQNA_375", "pre_text": ["Software-as-a-Service leader maintained high growth with improving rule-of-40 score."], "post_text": ["Net revenue retention rate reached 118%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["ARR", "4250", "3180"], ["Total Revenue", "3980", "2940"], ["Operating Income", "920", "510"]], "question": "Calculate YoY Revenue growth and Operating Margin improvement in percentage points.", "answer": "35.4; 6.1"}
{"id": "4am_finQNA_376", "pre_text": ["Food & Beverage Corp implemented price increases to offset raw material inflation."], "post_text": ["Volume growth was negative in North America but strong in Asia."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "11560"], ["Gross Profit", "5120", "4890"], ["Operating Income", "2140", "1980"]], "question": "Calculate Gross Margin % and Operating Margin % for 2025.", "answer": "41.0; 17.1"}
{"id": "4am_finQNA_377", "pre_text": ["Industrial Chemicals experienced strong pricing in specialty segment while volumes declined in commodities."], "post_text": ["Energy costs decreased due to hedging."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "6480"], ["EBITDA", "1240", "980"], ["Net Income", "680", "520"]], "question": "Calculate EBITDA Margin for both years and the Net Income growth rate.", "answer": "18.5 vs 15.1; 30.8"}
{"id": "4am_finQNA_378", "pre_text": ["Luxury Auto Manufacturer reported record deliveries of electric models."], "post_text": ["Average selling price increased due to higher mix of premium trims."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (k)", "2180", "1890"], ["Revenue ($M)", "124500", "108400"], ["EBIT ($M)", "16800", "14200"]], "question": "Calculate revenue per vehicle ($k) for 2025 and EBIT Margin.", "answer": "57.11; 13.5"}
{"id": "4am_finQNA_379", "pre_text": ["Telecom Operator faced declining legacy voice revenue but grew 5G subscriptions strongly."], "post_text": [], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Service Revenue", "18420", "17980"], ["Equipment Revenue", "3120", "2680"], ["EBITDA", "6840", "6520"]], "question": "Calculate total revenue growth and EBITDA margin for 2025.", "answer": "3.1; 31.9"}
{"id": "4am_finQNA_380", "pre_text": ["Asset Manager benefited from higher assets under management due to strong market performance."], "post_text": ["Performance fees were exceptionally high in 2025."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Management Fees", "2840", "2410"], ["Performance Fees", "920", "340"], ["Total Revenue", "4120", "3120"], ["Net Income", "1680", "1240"]], "question": "What percentage of revenue growth came from performance fees? Calculate Net Margin expansion.", "answer": "58.3; 3.2"}
{"id": "4am_finQNA_381", "pre_text": ["Logistics and Shipping company benefited from normalized freight rates after 2024 volatility."], "post_text": ["Fuel costs declined due to hedging and efficiency gains."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin for both years and the improvement.", "answer": "13.5 vs 6.6; 6.9 pp"}
{"id": "4am_finQNA_382", "pre_text": ["Biotech startup turned profitable for the first time after successful drug launch."], "post_text": ["R&D expenses remained high for pipeline development."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "1840", "920"], ["R&D", "680", "1240"], ["Net Income", "240", "-380"]], "question": "Calculate the revenue growth rate and the swing in profitability.", "answer": "100; 620"}
{"id": "4am_finQNA_383", "pre_text": ["Department Store Chain continued store optimization program while growing e-commerce."], "post_text": ["Comparable sales growth turned positive after three years."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "8720", "8450"], ["Gross Margin (%)", "38.4", "37.2"], ["Operating Income", "680", "420"]], "question": "Calculate 2025 Operating Margin and the YoY improvement.", "answer": "7.8; 2.8"}
{"id": "4am_finQNA_384", "pre_text": ["Semiconductor Equipment maker saw record orders from AI chip manufacturers."], "post_text": ["Book-to-bill ratio remained above 1.2 throughout the year."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "48.2", "46.8"], ["Backlog", "12400", "8920"]], "question": "Calculate backlog coverage in months of 2025 revenue.", "answer": "21.7"}
{"id": "4am_finQNA_385", "pre_text": ["Utilities company benefited from rate base growth and favorable regulatory decisions."], "post_text": ["Renewable energy mix increased to 42%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7840", "7210"], ["EBITDA", "3120", "2840"], ["Net Income", "1240", "1080"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "39.8; 15.8"}
{"id": "4am_finQNA_386", "pre_text": ["Gaming and Entertainment company launched two major titles with strong pre-orders."], "post_text": ["User engagement metrics improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and the expansion.", "answer": "31.0 vs 26.5; 4.5 pp"}
{"id": "4am_finQNA_387", "pre_text": ["PharmaCorp faced patent expiration on its blockbuster drug but launched two new high-margin therapies."], "post_text": ["R&D spend as % of revenue declined due to cost optimization."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "14280", "15840"], ["Gross Profit", "9840", "10250"], ["R&D", "2840", "3120"], ["Net Income", "3120", "2680"]], "question": "Calculate Gross Margin % and Net Margin % for 2025. Did Net Margin expand despite revenue decline?", "answer": "68.9; 21.8; Yes, expanded by 2.1 pp"}
{"id": "4am_finQNA_388", "pre_text": ["Commercial Bank saw robust loan growth in corporate segment while retail deposits remained stable."], "post_text": ["Net Interest Margin expanded 28 basis points."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Total Loans", "124500", "108200"], ["Net Interest Income", "4280", "3650"], ["Non-Interest Income", "1680", "1420"], ["Net Income", "2450", "1980"]], "question": "Calculate loan growth rate and contribution of NIM expansion to Net Interest Income growth.", "answer": "15.1; 41"}
{"id": "4am_finQNA_389", "pre_text": ["EV Manufacturer scaled production significantly but faced raw material volatility."], "post_text": ["Average selling price declined due to increased competition."], "table": [["Metric", "2025", "2024"], ["Vehicles Delivered (k)", "680", "420"], ["Revenue ($M)", "24800", "18400"], ["Gross Margin (%)", "18.4", "22.6"]], "question": "Calculate revenue per vehicle in 2025 ($k) and the gross margin contraction in percentage points.", "answer": "36.47; 4.2"}
{"id": "4am_finQNA_390", "pre_text": ["Tech Hardware leader benefited from AI server demand while PC segment declined."], "post_text": ["Inventory levels normalized by year end."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "68450", "62180"], ["Gross Profit", "18420", "17240"], ["Operating Income", "8450", "7120"]], "question": "Calculate Gross Margin and Operating Margin for 2025.", "answer": "26.9; 12.3"}
{"id": "4am_finQNA_391", "pre_text": ["Real Estate Investment Trust achieved higher occupancy and positive rent spreads."], "post_text": ["Acquired $650M portfolio in Q3."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Revenue", "1840", "1620"], ["NOI", "1240", "1080"], ["FFO", "920", "780"]], "question": "Calculate NOI Margin and the implied annualized revenue contribution from acquisitions.", "answer": "67.4; 650"}
{"id": "4am_finQNA_392", "pre_text": ["Consumer Goods Co. successfully passed through commodity inflation via pricing actions."], "post_text": ["Advertising spend increased to support new product launches."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "21800", "19850"], ["Gross Margin (%)", "42.8", "41.2"], ["Operating Margin (%)", "16.4", "15.1"]], "question": "Calculate Operating Income growth rate and margin expansion.", "answer": "19.8; 1.3 pp"}
{"id": "4am_finQNA_393", "pre_text": ["Airline operator recovered strongly post-pandemic with record load factors."], "post_text": ["Fuel hedging program saved $280M in 2025."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "9850"], ["Load Factor (%)", "84.2", "79.8"], ["Operating Income ($M)", "1680", "920"]], "question": "Calculate revenue growth rate and operating margin for 2025.", "answer": "26.7; 13.5"}
{"id": "4am_finQNA_394", "pre_text": ["Specialty Chemical company benefited from demand in semiconductor and EV markets."], "post_text": ["Volume growth offset pricing pressure in base chemicals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6720", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate EBITDA Margin improvement and Net Income growth rate.", "answer": "3.1 pp; 35.3"}
{"id": "4am_finQNA_395", "pre_text": ["Payment Processor saw strong volume growth in e-commerce and cross-border transactions."], "post_text": ["Take-rate remained stable despite competitive pressure."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Payment Volume ($B)", "1240", "980"], ["Revenue", "4280", "3420"], ["Net Income", "1680", "1240"]], "question": "Calculate revenue take-rate for 2025 (in bps) and Net Income growth.", "answer": "34.5 bps; 35.5"}
{"id": "4am_finQNA_396", "pre_text": ["Industrial Conglomerate divested non-core assets while growing core aerospace and defense segments."], "post_text": ["Organic growth was 6.8%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "36800", "34200"], ["EBIT", "6240", "5680"], ["Net Income", "4120", "3680"]], "question": "Calculate reported revenue growth and EBIT Margin for 2025.", "answer": "7.6; 17.0"}
{"id": "4am_finQNA_397", "pre_text": ["Hotel Chain operator reported strong RevPAR growth in major markets."], "post_text": ["Occupancy rate reached pre-pandemic levels."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "4250", "3680"], ["RevPAR ($)", "142", "118"], ["EBITDA Margin (%)", "28.4", "24.8"]], "question": "Calculate revenue growth rate and EBITDA Margin expansion.", "answer": "15.5; 3.6 pp"}
{"id": "4am_finQNA_398", "pre_text": ["Cloud Infrastructure Provider added major hyperscale customers."], "post_text": ["Utilization rates improved across data centers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "7420"], ["Gross Margin (%)", "68.2", "65.4"], ["Operating Income", "2840", "1680"]], "question": "Calculate Operating Margin for 2025 and YoY improvement.", "answer": "28.8; 6.1 pp"}
{"id": "4am_finQNA_399", "pre_text": ["Retail Bank focused on digital transformation while managing branch optimization."], "post_text": ["Cost-to-income ratio improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3120", "2840"], ["Fee Income", "980", "920"], ["Operating Expenses", "2180", "2120"], ["Net Income", "1420", "1180"]], "question": "Calculate Cost-to-Income ratio for 2025 and Net Income growth.", "answer": "53.4; 20.3"}
{"id": "4am_finQNA_400", "pre_text": ["Medical Device company launched next-gen implant with strong adoption."], "post_text": ["Pricing pressure increased in developed markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6840", "6120"], ["Gross Margin (%)", "72.8", "71.2"], ["R&D (% of sales)", "14.2", "15.8"]], "question": "Calculate Gross Profit growth and whether R&D intensity decreased.", "answer": "18.4; Yes"}
{"id": "4am_finQNA_401", "pre_text": ["Steel Producer benefited from higher prices in early 2025 but volumes declined in H2."], "post_text": ["Energy efficiency initiatives reduced costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "13850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Calculate EBITDA Margin for both years and the decline.", "answer": "19.9 vs 22.5; 2.6 pp"}
{"id": "4am_finQNA_402", "pre_text": ["Online Marketplace expanded into new categories and geographies."], "post_text": ["Take rate improved slightly due to premium services."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["GMV", "124", "98"], ["Revenue", "14.8", "11.2"], ["Net Income", "3.2", "2.1"]], "question": "Calculate take rate (%) for 2025 and Net Margin.", "answer": "11.9; 21.6"}
{"id": "4am_finQNA_403", "pre_text": ["Railway operator benefited from higher freight volumes and successful pricing negotiations."], "post_text": ["Maintenance capex remained elevated."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "8450", "7620"], ["Operating Income", "2180", "1680"], ["EBITDA", "3120", "2680"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "25.8; 36.9"}
{"id": "4am_finQNA_404", "pre_text": ["Cybersecurity firm reported strong subscription bookings and high renewal rates."], "post_text": ["Deferred revenue grew substantially."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Subscription Revenue", "3850", "2680"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate subscription growth rate and current ratio of deferred revenue to annual subscription revenue.", "answer": "43.7; 0.44"}
{"id": "4am_finQNA_405", "pre_text": ["Automotive Supplier saw strong demand for EV powertrain components."], "post_text": ["Raw material costs stabilized after 2024 spikes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Gross Margin (%)", "19.8", "18.4"], ["Operating Income", "1240", "920"]], "question": "Calculate Operating Margin improvement and overall operating leverage.", "answer": "2.1 pp; strong"}
{"id": "4am_finQNA_406", "pre_text": ["Beverage Company expanded zero-sugar portfolio successfully."], "post_text": ["Emerging markets contributed 58% of revenue growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16850"], ["Operating Income", "4120", "3680"]], "question": "Calculate Operating Margin for 2025 and the YoY improvement.", "answer": "22.4; 0.8 pp"}
{"id": "4am_finQNA_407", "pre_text": ["Chip Design company licensed new AI accelerator IP to multiple foundries."], "post_text": ["Royalty revenue grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["License Revenue", "3120", "2680"], ["Royalty Revenue", "1240", "680"], ["Total Revenue", "4680", "3520"]], "question": "What percentage of 2025 revenue came from royalties? Calculate total growth rate.", "answer": "26.5; 33.0"}
{"id": "4am_finQNA_408", "pre_text": ["Regional Airport Operator saw passenger traffic recover fully with new international routes."], "post_text": ["Non-aeronautical revenue per passenger increased."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "48.2", "42.1"], ["Revenue ($M)", "1240", "980"], ["EBITDA ($M)", "680", "510"]], "question": "Calculate revenue per passenger ($) and EBITDA margin for 2025.", "answer": "25.73; 54.8"}
{"id": "4am_finQNA_409", "pre_text": ["Logistics REIT achieved high occupancy with new warehouse deliveries."], "post_text": ["Rent growth averaged 4.8% on renewals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "1680", "1420"], ["NOI", "1240", "1020"], ["Occupancy (%)", "96.8", "94.2"]], "question": "Calculate NOI Margin and implied rental growth contribution.", "answer": "73.8; strong"}
{"id": "4am_finQNA_410", "pre_text": ["Media Conglomerate benefited from streaming subscriber growth but faced linear TV decline."], "post_text": ["Content costs remained well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Streaming Revenue", "6850", "5210"], ["Total Revenue", "12480", "11850"], ["EBITDA", "3120", "2680"]], "question": "Calculate streaming contribution to total revenue (%) and EBITDA margin.", "answer": "54.9; 25.0"}
{"id": "4am_finQNA_411", "pre_text": ["Construction Equipment maker saw strong replacement demand in North America."], "post_text": ["Dealer inventory levels normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Margin (%)", "14.8", "12.6"], ["Backlog ($M)", "6420", "5210"]], "question": "Calculate Operating Income for 2025 and backlog in months of revenue.", "answer": "1457.8; 7.8"}
{"id": "4am_finQNA_412", "pre_text": ["Generic Pharma company launched several new products after successful ANDA approvals."], "post_text": ["Pricing erosion continued on older molecules."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "58.4", "54.2"], ["Net Income", "680", "420"]], "question": "Calculate Gross Margin expansion and Net Income growth rate.", "answer": "4.2 pp; 61.9"}
{"id": "4am_finQNA_413", "pre_text": ["Renewable Energy Developer completed several large wind and solar projects."], "post_text": ["Power Purchase Agreements secured at attractive rates."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "12.8", "9.4"], ["Revenue ($M)", "2840", "2180"], ["EBITDA ($M)", "1680", "1240"]], "question": "Calculate revenue per GW and EBITDA margin for 2025.", "answer": "221.9; 59.2"}
{"id": "4am_finQNA_414", "pre_text": ["Financial Technology company expanded into banking-as-a-service partnerships."], "post_text": ["User base grew 42% YoY."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4250", "3120"], ["Gross Profit", "3120", "2180"], ["Net Income", "980", "620"]], "question": "Calculate Gross Margin and Net Margin for 2025.", "answer": "73.4; 23.1"}
{"id": "4am_finQNA_415", "pre_text": ["Packaging Company benefited from e-commerce demand and sustainable packaging shift."], "post_text": ["Raw material costs moderated in H2."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Income", "980", "920"], ["Net Income", "680", "640"]], "question": "Calculate Operating Margin for both years and the improvement.", "answer": "14.3 vs 14.3; flat"}
{"id": "4am_finQNA_416", "pre_text": ["AI Software company reported accelerating enterprise adoption and multi-year contracts."], "post_text": ["Sales and marketing efficiency improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "1840"], ["Operating Income", "680", "120"], ["Deferred Revenue", "1680", "920"]], "question": "Calculate revenue growth rate, Operating Margin for 2025, and the improvement.", "answer": "69.6; 21.8; 15.3 pp"}
{"id": "4am_finQNA_417", "pre_text": ["NextGen AI Infrastructure company signed several large multi-year hyperscaler contracts."], "post_text": ["Utilization rate of existing data centers improved to 82%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4850", "3120"], ["Gross Profit", "3680", "2180"], ["Operating Income", "1240", "420"], ["Deferred Revenue", "2850", "1680"]], "question": "Calculate 2025 Gross Margin, Operating Margin, and the growth rate of deferred revenue.", "answer": "75.9; 25.6; 69.6"}
{"id": "4am_finQNA_418", "pre_text": ["Mid-sized Commercial Bank expanded its wealth management division while facing margin pressure on deposits."], "post_text": ["Loan loss provisions remained low due to strong credit quality."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "3680", "3240"], ["Non-Interest Income", "1240", "980"], ["Provisions", "180", "320"], ["Net Income", "2150", "1680"]], "question": "Calculate the contribution of lower provisions to YoY Net Income growth in percentage points.", "answer": "8.7"}
{"id": "4am_finQNA_419", "pre_text": ["Specialty Retailer shifted focus toward private label brands with higher margins."], "post_text": ["Same-store sales growth accelerated in Q4."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "12480", "11250"], ["Gross Margin (%)", "42.8", "38.6"], ["Operating Margin (%)", "12.4", "10.9"]], "question": "Calculate Operating Income for both years and the gross margin expansion in percentage points.", "answer": "1547.5 vs 1226.3; 4.2"}
{"id": "4am_finQNA_420", "pre_text": ["Offshore Wind Developer commissioned several new projects in the North Sea."], "post_text": ["Government subsidies contributed to revenue recognition."], "table": [["Metric", "2025", "2024"], ["Operational Capacity (GW)", "6.8", "4.2"], ["Revenue ($M)", "1840", "980"], ["EBITDA ($M)", "1120", "520"]], "question": "Calculate revenue per GW and EBITDA margin for 2025.", "answer": "270.6; 60.9"}
{"id": "4am_finQNA_421", "pre_text": ["Global Consumer Electronics leader faced intense competition in smartphones but grew in wearables."], "post_text": ["Services revenue continued its strong double-digit growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "368000", "342000"], ["Services Revenue", "84500", "71200"], ["Operating Income", "96800", "89500"]], "question": "Calculate services revenue as % of total and overall operating margin for 2025.", "answer": "23.0; 26.3"}
{"id": "4am_finQNA_422", "pre_text": ["Regional Healthcare Provider benefited from higher reimbursement rates and outpatient volume growth."], "post_text": ["Bad debt expense decreased due to improved collection processes."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6120"], ["Operating Income", "1240", "980"], ["EBITDA", "1680", "1420"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "18.1; 24.5"}
{"id": "4am_finQNA_423", "pre_text": ["Industrial Automation company saw strong order intake from EV battery manufacturers."], "post_text": ["Book-to-bill ratio reached 1.35."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Backlog", "6850", "5210"], ["Operating Income", "980", "720"]], "question": "Calculate backlog coverage in months of 2025 revenue.", "answer": "15.2"}
{"id": "4am_finQNA_424", "pre_text": ["Life Insurance company experienced higher premium growth but elevated mortality claims."], "post_text": ["Investment portfolio yielded strong returns due to rate environment."], "table": [["Item", "2025 ($M)", "2024 ($M)"], ["Premium Revenue", "12480", "11250"], ["Investment Income", "3120", "2680"], ["Net Income", "1680", "1420"]], "question": "Calculate investment income contribution to total revenue and Net Margin for 2025.", "answer": "20.0; 10.8"}
{"id": "4am_finQNA_425", "pre_text": ["Fast Fashion retailer expanded aggressively in Southeast Asia while optimizing store footprint in Europe."], "post_text": ["Inventory turnover improved from better supply chain visibility."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "9850", "8420"], ["Gross Margin (%)", "38.4", "41.2"], ["Operating Margin (%)", "9.8", "11.5"]], "question": "Calculate Operating Income for 2025 and the total margin compression.", "answer": "965.3; 4.5 pp"}
{"id": "4am_finQNA_426", "pre_text": ["Cloud Security company maintained high net retention while expanding into new verticals."], "post_text": ["Sales cycle shortened for mid-market customers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["ARR", "3120", "2180"], ["Revenue", "2850", "1980"], ["Operating Income", "620", "180"]], "question": "Calculate revenue growth rate and Operating Margin improvement.", "answer": "43.9; 9.8 pp"}
{"id": "4am_finQNA_427", "pre_text": ["Steel Manufacturer benefited from infrastructure spending but faced higher energy costs."], "post_text": ["Export volumes grew significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "2480", "3120"], ["Net Income", "920", "1240"]], "question": "Calculate EBITDA Margin for both years and the YoY change.", "answer": "19.9 vs 28.8; -8.9 pp"}
{"id": "4am_finQNA_428", "pre_text": ["Payment Solutions provider expanded BNPL offerings and merchant network."], "post_text": ["Take rate remained resilient despite regulatory scrutiny."], "table": [["Metric", "2025 ($B)", "2024 ($B)"], ["TPV", "285", "218"], ["Revenue", "8.4", "6.2"], ["Net Income", "2.8", "1.9"]], "question": "Calculate take rate in basis points for 2025 and Net Margin.", "answer": "29.5 bps; 33.3"}
{"id": "4am_finQNA_429", "pre_text": ["Luxury Goods conglomerate reported strong demand in China and Middle East."], "post_text": ["Currency fluctuations negatively impacted reported growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "18400", "16280"], ["Organic Growth (%)", "9.8", "12.4"], ["EBIT", "5240", "4520"]], "question": "Calculate reported revenue growth and the currency impact in percentage points.", "answer": "13.0; -3.2"}
{"id": "4am_finQNA_430", "pre_text": ["Electric Utility company completed major renewable transition projects."], "post_text": ["Regulatory rate base increased significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "4120", "3680"], ["Net Income", "1680", "1420"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "41.8; 17.1"}
{"id": "4am_finQNA_431", "pre_text": ["Semiconductor Foundry reported strong demand for advanced nodes used in AI chips."], "post_text": ["Capacity utilization reached record levels."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "28400"], ["Gross Margin (%)", "52.8", "48.6"], ["Operating Income", "12400", "8200"]], "question": "Calculate Operating Margin for 2025 and gross margin expansion.", "answer": "33.7; 4.2 pp"}
{"id": "4am_finQNA_432", "pre_text": ["Online Grocery platform achieved positive contribution margin for the first time."], "post_text": ["Fulfillment costs per order continued to decline."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Profit", "1680", "920"], ["Operating Loss", "-240", "-680"]], "question": "Calculate Gross Margin for 2025 and the reduction in operating loss.", "answer": "24.5; 440"}
{"id": "4am_finQNA_433", "pre_text": ["Rail Freight operator benefited from modal shift from trucking due to driver shortages."], "post_text": ["Fuel surcharge mechanisms protected margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1240", "920"], ["EBITDA", "1680", "1420"]], "question": "Calculate Operating Margin and EBITDA Margin for 2025.", "answer": "22.9; 31.0"}
{"id": "4am_finQNA_434", "pre_text": ["Biopharmaceutical company received FDA approval for its flagship oncology drug."], "post_text": ["Launch-related marketing expenses were significant in H2."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "980"], ["R&D", "920", "1240"], ["Net Income", "680", "-420"]], "question": "Calculate revenue growth rate and the swing from loss to profit.", "answer": "218.4; 1100"}
{"id": "4am_finQNA_435", "pre_text": ["Department Store chain accelerated store closures and e-commerce investments."], "post_text": ["Private brand penetration reached 28% of sales."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "8120"], ["Gross Margin (%)", "36.8", "34.2"], ["Operating Income", "420", "180"]], "question": "Calculate Operating Margin for 2025 and gross margin expansion.", "answer": "5.4; 2.6 pp"}
{"id": "4am_finQNA_436", "pre_text": ["Cybersecurity SaaS leader expanded its platform with new threat intelligence modules."], "post_text": ["Net revenue retention remained above 120%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "980", "520"], ["Deferred Revenue", "1680", "1240"]], "question": "Calculate Operating Margin and deferred revenue as percentage of annual revenue.", "answer": "22.9; 39.3"}
{"id": "4am_finQNA_437", "pre_text": ["Automotive Tier-1 supplier ramped up production of ADAS and EV components."], "post_text": ["Raw material hedging helped stabilize costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Gross Margin (%)", "18.4", "17.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and the improvement.", "answer": "13.5 vs 11.4; 2.1 pp"}
{"id": "4am_finQNA_438", "pre_text": ["Global Beverage leader continued premiumization strategy with new functional drinks."], "post_text": ["Emerging markets drove majority of volume growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "24800", "22150"], ["Operating Income", "5680", "5120"]], "question": "Calculate Operating Margin for 2025 and the YoY improvement.", "answer": "22.9; 0.4 pp"}
{"id": "4am_finQNA_439", "pre_text": ["Data Analytics company benefited from demand for generative AI use cases."], "post_text": ["Large enterprise deals contributed to record bookings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5210"], ["Gross Margin (%)", "82.4", "79.8"], ["Operating Income", "1680", "980"]], "question": "Calculate Operating Margin improvement in percentage points.", "answer": "6.8"}
{"id": "4am_finQNA_440", "pre_text": ["Hotel REIT achieved record RevPAR with strong group and leisure demand."], "post_text": ["Portfolio repositioning program completed successfully."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3120", "2680"], ["RevPAR ($)", "168", "142"], ["EBITDA Margin (%)", "42.8", "38.4"]], "question": "Calculate revenue growth and EBITDA Margin expansion.", "answer": "16.4; 4.4 pp"}
{"id": "4am_finQNA_441", "pre_text": ["Memory Chip manufacturer faced inventory correction but saw early signs of AI-driven recovery."], "post_text": ["Pricing stabilized in H2 2025."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "16800", "21400"], ["Gross Margin (%)", "21.8", "28.4"], ["Net Income", "920", "3120"]], "question": "Calculate gross margin contraction and revenue decline percentage.", "answer": "6.6 pp; -21.5"}
{"id": "4am_finQNA_442", "pre_text": ["Mortgage Lender benefited from declining interest rates in late 2025."], "post_text": ["Refinancing volume surged in Q4."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1680"], ["Operating Income", "920", "240"]], "question": "Calculate revenue growth rate and Operating Margin for 2025.", "answer": "69.6; 32.3"}
{"id": "4am_finQNA_443", "pre_text": ["Sustainable Packaging company won several major brand conversions."], "post_text": ["Raw material costs declined due to recycled content initiatives."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "34.8", "31.2"], ["Operating Income", "980", "720"]], "question": "Calculate gross margin expansion and Operating Margin for 2025.", "answer": "3.6 pp; 18.1"}
{"id": "4am_finQNA_444", "pre_text": ["Video Streaming platform continued subscriber growth while improving content ROI."], "post_text": ["Password sharing crackdown contributed to revenue."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "31200"], ["Operating Income", "6850", "4210"]], "question": "Calculate Operating Margin for both years and the expansion.", "answer": "18.6 vs 13.5; 5.1 pp"}
{"id": "4am_finQNA_445", "pre_text": ["Heavy Equipment dealer reported strong aftermarket parts and service revenue."], "post_text": ["New machine sales slowed due to high interest rates."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Total Revenue", "6850", "6420"], ["Aftermarket Revenue", "3120", "2680"], ["Operating Income", "1240", "980"]], "question": "Calculate aftermarket contribution % and Operating Margin for 2025.", "answer": "45.5; 18.1"}
{"id": "4am_finQNA_446", "pre_text": ["Generic Drug manufacturer faced continued pricing pressure but launched high-value complex generics."], "post_text": ["Vertical integration helped improve margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "4680"], ["Gross Margin (%)", "52.4", "48.6"], ["Net Income", "920", "680"]], "question": "Calculate gross margin expansion and Net Income growth despite revenue decline.", "answer": "3.8 pp; 35.3"}
{"id": "4am_finQNA_447", "pre_text": ["Airport Services company benefited from record international passenger traffic."], "post_text": ["Duty-free and retail concessions performed strongly."], "table": [["Metric", "2025", "2024"], ["Passengers (M)", "68.4", "59.2"], ["Revenue ($M)", "2850", "2420"], ["EBITDA ($M)", "1240", "980"]], "question": "Calculate revenue per passenger and EBITDA margin for 2025.", "answer": "41.67; 43.5"}
{"id": "4am_finQNA_448", "pre_text": ["Enterprise Software vendor migrated more customers to its cloud platform."], "post_text": ["Maintenance revenue declined as a percentage of total."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Cloud Revenue", "3680", "2180"], ["Total Revenue", "5420", "4680"], ["Operating Income", "1680", "1240"]], "question": "Calculate cloud revenue mix % and Operating Margin improvement.", "answer": "67.9; 4.2 pp"}
{"id": "4am_finQNA_449", "pre_text": ["Commodity Chemical producer benefited from tight supply conditions in key markets."], "post_text": ["Energy hedging program delivered significant savings."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"], ["Net Income", "1240", "720"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "25.2; 12.6"}
{"id": "4am_finQNA_450", "pre_text": ["Fitness and Wellness company expanded its digital subscription offerings."], "post_text": ["Churn rate improved due to personalized workout plans."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Subscription Revenue", "2450", "1840"], ["Operating Income", "680", "420"]], "question": "Calculate subscription mix and Operating Margin for 2025.", "answer": "78.5; 21.8"}
{"id": "4am_finQNA_451", "pre_text": ["Defense Contractor secured several multi-year government contracts."], "post_text": ["R&D investment focused on next-generation systems."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "1680", "1420"], ["Backlog ($M)", "28500", "24200"]], "question": "Calculate backlog coverage in years of 2025 revenue.", "answer": "2.28"}
{"id": "4am_finQNA_452", "pre_text": ["Real Estate Brokerage benefited from lower mortgage rates and increased transaction volume."], "post_text": ["Commission rates remained stable."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "4210"], ["Operating Income", "1240", "520"]], "question": "Calculate revenue growth rate and Operating Margin for 2025.", "answer": "62.7; 18.1"}
{"id": "4am_finQNA_453", "pre_text": ["Solar Panel manufacturer expanded production capacity amid strong demand."], "post_text": ["ASP declined due to industry oversupply."], "table": [["Metric", "2025", "2024"], ["Capacity (GW)", "18.5", "12.4"], ["Revenue ($M)", "3680", "3120"], ["Gross Margin (%)", "22.4", "28.6"]], "question": "Calculate revenue per GW and gross margin contraction.", "answer": "198.9; 6.2 pp"}
{"id": "4am_finQNA_454", "pre_text": ["Asset Management firm saw strong inflows into ESG and fixed income funds."], "post_text": ["Performance fees contributed meaningfully in 2025."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["AUM ($B)", "285", "242"], ["Revenue", "3680", "3120"], ["Net Income", "1680", "1240"]], "question": "Calculate revenue as % of AUM and Net Margin for 2025.", "answer": "1.29; 45.7"}
{"id": "4am_finQNA_455", "pre_text": ["Trucking company benefited from improved freight rates and fleet optimization."], "post_text": ["Driver retention improved due to better compensation packages."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "6420"], ["Operating Margin (%)", "12.8", "9.4"]], "question": "Calculate Operating Income and the margin expansion.", "answer": "876.8; 3.4 pp"}
{"id": "4am_finQNA_456", "pre_text": ["Luxury Watch manufacturer maintained strong pricing power despite economic uncertainty."], "post_text": ["Direct-to-consumer channel grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "68.4", "67.2"], ["Operating Income", "1680", "1420"]], "question": "Calculate Operating Margin for 2025.", "answer": "31.0"}
{"id": "4am_finQNA_457", "pre_text": ["Food Delivery platform achieved positive EBITDA through cost discipline."], "post_text": ["Average order value increased with more grocery delivery."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Gross Profit", "3120", "2180"], ["EBITDA", "420", "-680"]], "question": "Calculate Gross Margin and the EBITDA swing.", "answer": "31.7; 1100"}
{"id": "4am_finQNA_458", "pre_text": ["Industrial Gas company benefited from semiconductor and healthcare demand."], "post_text": ["Energy pass-through mechanisms protected margins."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["EBITDA", "3680", "3120"], ["Net Income", "1680", "1420"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "29.5; 13.5"}
{"id": "4am_finQNA_459", "pre_text": ["Pet Care company saw strong growth in premium and veterinary products."], "post_text": ["Acquisitions contributed to top-line growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5420"], ["Organic Growth (%)", "8.4", "9.2"], ["Operating Income", "1680", "1240"]], "question": "Calculate reported growth rate and implied acquisition contribution.", "answer": "26.4; 18.0"}
{"id": "4am_finQNA_460", "pre_text": ["Telecom Tower company benefited from 5G densification and new tenant additions."], "post_text": ["Churn rate remained very low."], "table": [["Metric", "2025", "2024"], ["Sites", "68500", "64200"], ["Revenue ($M)", "3680", "3420"], ["EBITDA Margin (%)", "68.4", "66.8"]], "question": "Calculate revenue per site ($k) and EBITDA Margin expansion.", "answer": "53.72; 1.6 pp"}
{"id": "4am_finQNA_461", "pre_text": ["Apparel company successfully executed direct-to-consumer transformation."], "post_text": ["Inventory levels well managed heading into 2026."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "8120"], ["Gross Margin (%)", "44.8", "42.1"], ["Operating Income", "980", "720"]], "question": "Calculate Operating Margin for 2025 and gross margin improvement.", "answer": "12.5; 2.7 pp"}
{"id": "4am_finQNA_462", "pre_text": ["Battery Technology company scaled gigafactory production."], "post_text": ["Major automotive OEM contracts secured."], "table": [["Metric", "2025", "2024"], ["Production (GWh)", "42", "18"], ["Revenue ($M)", "6850", "3120"], ["Gross Margin (%)", "24.8", "12.4"]], "question": "Calculate revenue per GWh and gross margin improvement.", "answer": "163.1; 12.4 pp"}
{"id": "4am_finQNA_463", "pre_text": ["Regional Bank focused on commercial lending and treasury management services."], "post_text": ["Deposit beta remained well controlled."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Net Interest Income", "2850", "2420"], ["Fee Income", "920", "680"], ["Net Income", "1420", "980"]], "question": "Calculate fee income contribution to total revenue and Net Income growth.", "answer": "24.4; 44.9"}
{"id": "4am_finQNA_464", "pre_text": ["Gaming Hardware company launched next-generation console successfully."], "post_text": ["Software and services attach rate improved."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Hardware Revenue", "6850", "8120"], ["Services Revenue", "5420", "3680"], ["Operating Income", "3120", "2480"]], "question": "Calculate services revenue mix % for 2025.", "answer": "44.2"}
{"id": "4am_finQNA_465", "pre_text": ["Water Utility company benefited from rate increases and infrastructure investment recovery."], "post_text": ["Regulatory climate remained constructive."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2850"], ["EBITDA", "1680", "1420"], ["Net Income", "920", "780"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "53.8; 29.5"}
{"id": "4am_finQNA_466", "pre_text": ["HR Technology platform expanded into payroll and benefits administration."], "post_text": ["Customer retention rate reached 94%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Operating Income", "1240", "680"]], "question": "Calculate revenue growth and Operating Margin for 2025.", "answer": "37.2; 29.0"}
{"id": "4am_finQNA_467", "pre_text": ["Aluminum Producer benefited from automotive lightweighting trend."], "post_text": ["Energy costs moderated after hedging."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["EBITDA", "2480", "1680"]], "question": "Calculate EBITDA Margin for 2025.", "answer": "25.2"}
{"id": "4am_finQNA_468", "pre_text": ["Digital Advertising company shifted toward performance-based and privacy-safe solutions."], "post_text": ["Market share gains in key verticals."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Operating Income", "1680", "1240"]], "question": "Calculate Operating Margin for both years and improvement.", "answer": "24.5 vs 20.7; 3.8 pp"}
{"id": "4am_finQNA_469", "pre_text": ["Marine Transportation company benefited from nearshoring trends and higher freight rates."], "post_text": ["Fleet utilization remained high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement in percentage points.", "answer": "12.1"}
{"id": "4am_finQNA_470", "pre_text": ["Medical Imaging equipment company launched AI-powered diagnostic tools."], "post_text": ["Service revenue grew steadily."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Equipment Revenue", "3680", "3120"], ["Service Revenue", "2420", "1980"], ["Operating Income", "1240", "980"]], "question": "Calculate service revenue mix % and overall Operating Margin.", "answer": "39.7; 20.3"}
{"id": "4am_finQNA_471", "pre_text": ["Discount Retailer continued aggressive store expansion in underserved markets."], "post_text": ["Private label penetration increased to 42%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "36800", "32450"], ["Gross Margin (%)", "24.8", "23.6"], ["Operating Income", "2850", "2420"]], "question": "Calculate Operating Margin for 2025.", "answer": "7.7"}
{"id": "4am_finQNA_472", "pre_text": ["Quantum Computing software startup achieved first commercial revenue."], "post_text": ["R&D burn rate remained high."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "420", "85"], ["Operating Loss", "-680", "-920"]], "question": "Calculate revenue growth rate and reduction in operating loss.", "answer": "394; 240"}
{"id": "4am_finQNA_473", "pre_text": ["Paper and Packaging company benefited from e-commerce demand for corrugated boxes."], "post_text": ["Recycled content usage increased to 68%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "7850", "7210"], ["EBITDA", "1680", "1420"]], "question": "Calculate EBITDA Margin for 2025.", "answer": "21.4"}
{"id": "4am_finQNA_474", "pre_text": ["Vertical SaaS company serving restaurants expanded into supply chain management."], "post_text": ["Net retention rate exceeded 115%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2180"], ["Operating Income", "920", "420"]], "question": "Calculate revenue growth and Operating Margin for 2025.", "answer": "43.1; 29.5"}
{"id": "4am_finQNA_475", "pre_text": ["Cement manufacturer benefited from infrastructure spending in emerging markets."], "post_text": ["Energy efficiency programs reduced production costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "1680", "1240"], ["Net Income", "920", "680"]], "question": "Calculate EBITDA Margin and Net Margin for 2025.", "answer": "24.5; 13.4"}
{"id": "4am_finQNA_476", "pre_text": ["Online Education platform saw strong demand for professional certification courses."], "post_text": ["Completion rates improved with new AI tutoring features."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "2180"], ["Gross Margin (%)", "78.4", "74.2"], ["Operating Income", "920", "520"]], "question": "Calculate Operating Margin for 2025.", "answer": "32.3"}
{"id": "4am_finQNA_477", "pre_text": ["Shipbuilding company secured large orders for LNG carriers and offshore vessels."], "post_text": ["Production efficiency improved with new automation."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "9850"], ["Operating Income", "1680", "920"], ["Backlog ($M)", "36800", "28500"]], "question": "Calculate backlog coverage in years.", "answer": "2.95"}
{"id": "4am_finQNA_478", "pre_text": ["Beauty and Personal Care company launched several successful new skincare lines."], "post_text": ["China market recovery contributed significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8420"], ["Operating Income", "2480", "1980"]], "question": "Calculate Operating Margin for 2025.", "answer": "25.2"}
{"id": "4am_finQNA_479", "pre_text": ["Freight Forwarder benefited from resilient global trade volumes."], "post_text": ["Ocean and air freight margins normalized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "14200"], ["Operating Income", "1680", "920"]], "question": "Calculate Operating Margin improvement assuming 2024 margin was 6.5%.", "answer": "7.0 pp"}
{"id": "4am_finQNA_480", "pre_text": ["Diagnostic Lab company expanded at-home testing capabilities."], "post_text": ["Reimbursement rates stabilized."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["Gross Margin (%)", "42.8", "38.4"], ["Operating Income", "1240", "920"]], "question": "Calculate gross margin expansion and Operating Margin for 2025.", "answer": "4.4 pp; 18.1"}
{"id": "4am_finQNA_481", "pre_text": ["Renewable Natural Gas producer scaled production from landfill and agricultural waste."], "post_text": ["Carbon credit revenue became meaningful."], "table": [["Metric", "2025", "2024"], ["Production (MMBTU k)", "28500", "18400"], ["Revenue ($M)", "1240", "680"], ["EBITDA ($M)", "680", "240"]], "question": "Calculate revenue per MMBTU and EBITDA margin.", "answer": "43.51; 54.8"}
{"id": "4am_finQNA_482", "pre_text": ["Enterprise CRM provider continued cloud migration of legacy customers."], "post_text": ["AI features drove higher average selling price."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "9850", "8120"], ["Operating Income", "3120", "2180"]], "question": "Calculate Operating Margin for both years and expansion.", "answer": "31.7 vs 26.8; 4.9 pp"}
{"id": "4am_finQNA_483", "pre_text": ["Casual Dining restaurant chain optimized menu and improved supply chain efficiency."], "post_text": ["Same-store sales turned positive after two challenging years."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "3680", "3420"], ["Operating Margin (%)", "9.8", "6.4"], ["Same Store Sales Growth (%)", "4.2", "-2.8"]], "question": "Calculate Operating Income and margin expansion.", "answer": "360.6; 3.4 pp"}
{"id": "4am_finQNA_484", "pre_text": ["Nuclear Energy technology company advanced small modular reactor projects."], "post_text": ["Government funding supported development costs."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "920", "420"], ["Operating Loss", "-680", "-920"]], "question": "Calculate revenue growth rate and reduction in operating loss.", "answer": "119; 240"}
{"id": "4am_finQNA_485", "pre_text": ["Luxury Automotive brand maintained strong pricing and mix despite supply constraints."], "post_text": ["EV transition accelerated with new model launches."], "table": [["Metric", "2025", "2024"], ["Vehicles Sold (k)", "285", "268"], ["Revenue ($M)", "68500", "64200"], ["EBIT Margin (%)", "18.4", "17.2"]], "question": "Calculate revenue per vehicle ($k) and EBIT margin expansion.", "answer": "240.35; 1.2 pp"}
{"id": "4am_finQNA_486", "pre_text": ["Logistics Property REIT achieved record occupancy with new build-to-suit facilities."], "post_text": ["Lease escalations averaged 4.2%."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Rental Income", "2850", "2420"], ["NOI", "2120", "1780"], ["Occupancy (%)", "97.8", "95.4"]], "question": "Calculate NOI Margin for 2025.", "answer": "74.4"}
{"id": "4am_finQNA_487", "pre_text": ["Digital Payment infrastructure company expanded cross-border solutions."], "post_text": ["Regulatory approvals secured in new markets."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Gross Margin (%)", "68.4", "65.2"], ["Net Income", "1680", "920"]], "question": "Calculate revenue growth, gross margin expansion, and Net Margin.", "answer": "47.3; 3.2 pp; 31.0"}
{"id": "4am_finQNA_488", "pre_text": ["Specialty Materials company supplied advanced composites for aerospace and EV sectors."], "post_text": ["Pricing power remained strong due to technical barriers."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "6850", "5980"], ["EBITDA", "2120", "1680"]], "question": "Calculate EBITDA Margin for 2025.", "answer": "30.9"}
{"id": "4am_finQNA_489", "pre_text": ["Movie Theater chain benefited from strong blockbuster releases."], "post_text": ["Concession revenue per patron reached record high."], "table": [["Metric", "2025", "2024"], ["Admissions (M)", "285", "242"], ["Revenue ($M)", "3680", "3120"], ["EBITDA ($M)", "1240", "920"]], "question": "Calculate revenue per admission and EBITDA margin.", "answer": "12.91; 33.7"}
{"id": "4am_finQNA_490", "pre_text": ["Industrial Software company focused on digital twin and predictive maintenance solutions."], "post_text": ["Recurring revenue percentage increased."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3120"], ["Recurring Revenue %", "78", "72"], ["Operating Income", "1240", "680"]], "question": "Calculate Operating Margin improvement.", "answer": "10.2 pp"}
{"id": "4am_finQNA_491", "pre_text": ["Frozen Food manufacturer expanded plant-based offerings successfully."], "post_text": ["Retail and foodservice channels both grew."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "4680"], ["Gross Margin (%)", "32.8", "31.4"], ["Operating Income", "920", "720"]], "question": "Calculate Operating Margin for both years.", "answer": "17.0 vs 15.4"}
{"id": "4am_finQNA_492", "pre_text": ["Satellite Communications company launched new low-earth orbit constellation."], "post_text": ["Enterprise and government contracts drove growth."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3680", "2180"], ["EBITDA", "1240", "420"]], "question": "Calculate revenue growth and EBITDA margin for 2025.", "answer": "68.8; 33.7"}
{"id": "4am_finQNA_493", "pre_text": ["Toy Manufacturer benefited from successful movie tie-in products."], "post_text": ["Inventory management improved significantly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Gross Margin (%)", "48.4", "45.2"], ["Operating Income", "920", "680"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 29.5"}
{"id": "4am_finQNA_494", "pre_text": ["Regional Airline benefited from capacity discipline and higher fares."], "post_text": ["Load factor reached record levels."], "table": [["Metric", "2025", "2024"], ["Revenue ($M)", "6850", "5980"], ["Load Factor (%)", "85.4", "81.2"], ["Operating Margin (%)", "14.8", "9.6"]], "question": "Calculate Operating Income and margin expansion.", "answer": "1013.8; 5.2 pp"}
{"id": "4am_finQNA_495", "pre_text": ["Precision Farming technology company saw strong adoption of autonomous equipment."], "post_text": ["Subscription services grew rapidly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "2850", "1980"], ["Subscription Revenue", "1240", "680"], ["Operating Income", "680", "240"]], "question": "Calculate subscription mix % and Operating Margin for 2025.", "answer": "43.5; 23.9"}
{"id": "4am_finQNA_496", "pre_text": ["Textile manufacturer shifted toward technical fabrics and sustainable materials."], "post_text": ["European and North American demand remained strong."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "3680"], ["Gross Margin (%)", "28.4", "25.2"], ["Operating Income", "680", "420"]], "question": "Calculate gross margin expansion and Operating Margin.", "answer": "3.2 pp; 15.9"}
{"id": "4am_finQNA_497", "pre_text": ["Music Streaming service continued to grow subscribers while improving royalty economics."], "post_text": ["Podcast and audiobook segments expanded."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "12480", "10850"], ["Operating Income", "2480", "1680"]], "question": "Calculate Operating Margin for 2025.", "answer": "19.9"}
{"id": "4am_finQNA_498", "pre_text": ["Warehouse Automation company secured large contracts with e-commerce giants."], "post_text": ["System deployment cycle time reduced."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "5420", "3680"], ["Backlog", "9850", "6850"], ["Operating Income", "1240", "520"]], "question": "Calculate backlog coverage in months of 2025 revenue.", "answer": "21.8"}
{"id": "4am_finQNA_499", "pre_text": ["Vitamin and Supplement company benefited from increased health consciousness."], "post_text": ["E-commerce and direct sales channels grew strongly."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "3120", "2680"], ["Operating Income", "920", "680"]], "question": "Calculate Operating Margin for both years and improvement.", "answer": "29.5 vs 25.4; 4.1 pp"}
{"id": "4am_finQNA_500", "pre_text": ["Advanced Robotics company expanded into new industrial and service applications."], "post_text": ["Software and recurring revenue became larger portion of total."], "table": [["Metric", "2025 ($M)", "2024 ($M)"], ["Revenue", "4280", "2850"], ["Recurring Revenue %", "52", "38"], ["Operating Income", "980", "420"]], "question": "Calculate revenue growth rate and Operating Margin for 2025.", "answer": "50.2; 22.9"}