tmp_report_input.json

{
  "analytics_artifact": {
    "query_metadata": {
      "question": "Show monthly revenue trend",
      "dataset_scope": "sales_data",
      "sql_fingerprint": "SELECT month, revenue FROM main GROUP BY month",
      "time_range": {"start": "2024-01-01", "end": "2024-06-30", "granularity": "month"},
      "query_type": "trend"
    },
    "data_summary": {
      "row_count": 6,
      "columns": ["month", "revenue"],
      "key_dimensions": ["month"],
      "key_metrics": [{"name": "revenue", "value": 120000, "unit": "currency", "direction": "up", "vs_prior": 15.4}]
    },
    "visualization_spec": {
      "chart_type": "line",
      "x_axis": "month",
      "y_axis": "revenue",
      "grouping": null,
      "sort_by": "month",
      "sort_order": "asc",
      "top_n_limit": null,
      "confidence": "high",
      "fallback_applied": false,
      "fallback_reason": null
    },
    "insight_blocks": {
      "headline": "Revenue reached $120,000 in June.",
      "trend": "Revenue increased from $90,000 to $120,000 over the period.",
      "anomaly_or_risk": null,
      "recommendation": "Prioritize the top channel driving June uplift."
    },
    "action_blocks": {
      "suggested_decision": "Reallocate budget to the strongest month-over-month channel.",
      "next_analysis_step": "Compare revenue by channel for the last 3 months.",
      "marketing_implication": "Use the winning channel message for next campaign."
    },
    "consistency_checks": {"trend_direction_match": true, "row_count_nonzero": true, "flags": []}
  },
  "query_results": [
    {"month": "2024-01", "revenue": 90000},
    {"month": "2024-02", "revenue": 95000},
    {"month": "2024-03", "revenue": 98000},
    {"month": "2024-04", "revenue": 105000},
    {"month": "2024-05", "revenue": 112000},
    {"month": "2024-06", "revenue": 120000}
  ],
  "report_context": {
    "company_name": "SmartBiz AI",
    "analyst_name": "Demo Analyst",
    "report_date": "2026-04-25",
    "logo_path": null
  }
}