BnParte ⚔️

“Command your strategy. Lead your stakeholders.”
“Victory belongs to the most persevering.”
— Bonaparte
Strategic BA Intelligence Hub
Empire-grade dashboard · Real-time analysis · RAG powered
54
Requirements (BRS/SRS)
21
Open actions
91%
Stakeholder alignment
7
Active campaigns
14
Daily chatter feeds
🔍 Imperial Analysis AI insights
⚜️
  • ⚠️ Gap: “Payment gateway NFR missing in BRD v2.3” – flagged from leadership chat (Apr 05)
  • 📈 Requirement churn +18% last sprint → risk of scope creep
  • 💬 From Simran (PO): “Deadline Apr 28 is fixed – UAT must start Apr 20” → critical constraint
  • 🧩 Duplicate requirement: “SSO login” in SRS and FRD (merge suggested)
  • ✅ Decision log: stakeholders agreed to defer report module (source: meeting 04/03)
📡 RAG query: “Show me all Bonaparte-level decisions from last 2 weeks” → returns 3 strategic items with citations
📅 Imperial Timeline campaign milestones
🗺️
Apr 10
BRD signoff
Apr 16
Wireframe review
Apr 22
Dev handoff
Apr 28
UAT start
📌 Next: FRD review with stakeholders (Apr 09) – 3 open action items
📈 Strategic Metrics war room stats
📊
Churn
▰▰▰▰▰▰▰▰▰▰ 18%
+4% vs last sprint
Traceability
▰▰▰▰▰▰▰▰▰▰ 83%
Test coverage
▰▰▰▰▰▰▰▰▰▰ 67%
🔥 Risk heatmap
🔴 High: regulatory compliance (GDPR)  🟡 Medium: resource availability
💡 AI forecast: “Project health score 82% – on track but monitor stakeholder alignment.”
🗂️ Corps Kanban requirements lifecycle
🎖️
BACKLOG
Audit trail v2
Bulk export
ANALYSIS
SSO + MFA
API rate limit
DEV READY
Dashboard widgets
UAT
Login flow
DONE
Project scaffolding
🎯 Draggable wireframe: status changes update traceability matrix automatically.
💬 Corps Chatter daily intel
🗣️
Simran (PO): “BRD amendment sent to stakeholders – approval by EOD” Today 10:23
Anjali (BA): “SRS v4 uploaded, traceability refreshed” Yesterday 16:12
Sai (Tech Lead): “Estimation complete: 5 new user stories” Yesterday 11:45
Leadership (CEO): “Demo to client on Apr 15 – prepare executive summary” Apr 04 09:20
🔍 RAG over chatter: “What did leadership demand about deadlines?” → returns 2 critical constraints
📚 Archives & Feeder RAG knowledge base
📀
Ingested artifacts (sample)
📄 BRD_v3.pdf 📊 Requirement_trace.xlsx 🎙️ Meeting_20260402.txt 💬 Leadership_Slack.json 📆 Daily_status_Apr.csv
🧠 RAG query example
“Extract all Napoleon-style strategic directives from leadership chats”
→ “Apr 3: accelerate UAT, Apr 5: freeze BRD changes” (source references)
✅ 219 chunks indexed in ChromaDB | last sync: 2 min ago (Gist-backed)
📘 BnParte · Strategic Business Analysis Suite
🔍 Imperial Analysis Engine
LLM (Groq) + RAG extracts gaps, risks, decisions, duplicates from meeting transcripts, chats, and PDFs. Auto‑tags based on Napoleon‑style priority levels.
📥 Sample input
Transcript: “Simran: the compliance requirement is missing. Sai: we’ll add it to BRD.” → Gap identified + linked to compliance owner.
📅 Campaign Timeline
Extracts milestones from BRD, leadership messages, and meeting minutes. Gantt-like board with critical path alerts.
📥 Sample input
Excel: “BRD signoff Apr 10, UAT start Apr 25” + email “client pushes UAT to Apr 28” → timeline adjusts automatically.
📊 Strategic Metrics
Computes req churn, traceability %, test coverage, stakeholder alignment heatmap. Auto‑refreshes when new docs/chatter lands.
📥 Sample input
Changelogs from SRS + Jira export + daily standup CSV → displays churn trend and predicts delivery confidence.
🗂️ Corps Kanban
Auto‑populated from requirement status fields (Excel, SRS). Each card links to source document and stakeholder conversation.
📥 Sample input
Excel columns: Req ID, Title, Status (Backlog/Analysis/UAT/Done) → Kanban board with drag simulation.
💬 Corps Chatter (Daily Feed)
Aggregates one-line statuses from Slack, WhatsApp, daily CSV. Indexed by person, date, and sentiment. Searchable via RAG.
📥 Sample input
WhatsApp export: “[Apr 03] Anjali: wireframes approved” + “[Apr 04] Sai: dev blocked on API” → feed with action extraction.
📚 Archives + RAG Feeder
Ingest PDF, DOCX, XLSX, TXT, JSON chat logs, CSV. Auto‑chunk, embed with all‑MiniLM‑L6, store in ChromaDB. Semantic retrieval with Groq LLM.
📥 Sample input
BRD.pdf + Leadership voice transcript + Slack JSON → query: “what are the top 3 business constraints?” → answer + paragraph reference.
⚙️ RAW INPUTS ACCEPTED (Battle-Ready Intake)
📄 PDF / Word (BRD, SRS) 📊 Excel / CSV (Traceability, Requirements) 📝 Plain text logs 🎙️ Meeting transcripts (TXT, VTT) 💬 Slack/Teams/WhatsApp JSON 📆 Daily one-liners (CSV)
🔧 Tech stack: Gradio · ChromaDB · Groq (Llama 3.1) · GitHub Gist · Hugging Face embeddings