24. 🗂️ Risk Profile Generator

Overview

A compliance dashboard that aggregates company data (contracts, policies, call transcripts) and external regulation sources to build a risk profile with scores and mitigation recommendations.

Primary Use Cases

• Compliance officers monitoring organizational risk exposure
• Auditors generating risk assessment reports
• Executives reviewing enterprise compliance posture

Key Features

• Data connectors: ingest contracts, policies, audio summaries, and external regulation feeds
• Risk scoring engine: weights risk factors by source and severity
• Dashboard: interactive charts showing risk by category, department, and time
• Recommendation engine: suggests mitigation actions based on risk patterns

Tech Stack

• Frontend: React + TypeScript + Recharts for data visualization
• Backend: FastAPI (Python) + Go microservice for scoring engine
• Database: PostgreSQL for raw data and computed scores
• AI Models:
  • Risk factor extraction: legal-bert for entity and sentiment analysis
  • Recommendation generation: google/flan-t5-large with compliance prompt templates

Architecture

1. Ingestion Service collects inputs from multiple sources via API/webhooks
2. Extraction Service processes each input type (text, audio) to identify risk factors