🗄️
Source
Core Banking Database
Balance sheet, P&L, risk metrics, sector lending exported daily at EOD
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⚙️
Parse & Transform
ETL Pipeline
3 domain parsers (BS, P&L, Risk). Validates, normalises, and computes deltas & YTD
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📦
Persist
Time-Series History
Immutable daily ledger. Idempotent upserts — safe to re-run any day
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✨ AI
🤖
Analyse
AI Engine
Forecasting · Anomaly detection · NL summary · Budget vs actuals
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📊
Deliver
Live Dashboard
Static HTML + JSON. Zero framework. Served via Flask. Works on any device
📈
Smart Forecasting
Bull / base / bear scenarios for full-year P&L, updated every run
🔍
Anomaly Detection
Flags unusual daily movements vs. historical baseline automatically
💬
NL Chat Interface
Ask "What drove NPL up today?" — AI answers with live data context
📝
Auto Commentary
Generates executive-ready narrative for each reporting day
🔒
Data Privacy
Sensitive data stays on-premise — chatbot runs on Ollama + custom LLM, zero data leaves the network