Credit AI

Agentic Postgres Credit Decisioning System

Experience the future of credit decisioning with our intelligent system that transforms PostgreSQL into an active financial reasoning engine. Built for the TigerData Agentic Postgres Challenge.

Key Features

Smart Feature Extraction

20+ financial metrics calculated in real-time using TimescaleDB continuous aggregates

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Dynamic Rule Engine

Adaptive credit rules that adjust based on customer type (salaried, freelancer, business)

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ML Risk Scoring

LightGBM model with SHAP explanations for transparent risk assessment

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Conversational Analytics

Natural language queries powered by Tiger MCP and template matching

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Time-Series Intelligence

Behavioral pattern analysis over time, not just point-in-time snapshots

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Full Explainability

Every decision comes with detailed reasons and confidence scores