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Business Intake and Triage Assistant

Overview

A system that turns an unstructured business request into a clear processing route.

The service validates the request, identifies key facts and missing information, recommends a route and next actions, prepares a response for the requester and stores the reasoning for audit.

Focus

How to preserve context and decision transparency when an LLM participates in request processing.

Technologies

  • FastAPI
  • Pydantic
  • SQLAlchemy
  • SQLite
  • OpenAI Structured Outputs
  • TypeScript