Project 17 of 39 · AI systems

AI Copilot Agent

FastAPI service that turns a rough brief into a structured innovation challenge definition. Model output is constrained to a schema the API validates before it is stored.

FastAPI Structured Output

01Overview

A service that turns a vague ambition into a structured specification. A person describes what they want to build, and the agent runs a scoping dialogue that narrows it into goals, feasibility and a challenge definition.

It loads platform-specific schemas dynamically, so the same agent can produce a definition for a different platform without a code change.

02How it is built

  • Model output is constrained to a schema the API validates before it is stored.
  • Retrieval over similar past challenges informs the questions it asks.
  • The scoping dialogue adapts to earlier answers rather than following a fixed script.

03Screens

AI Copilot Agent service