PitchFit - AI Financial Modeling Platform

The Problem

PitchFit needed an AI backend that could analyze financial data, generate projections, and build investor-ready models automatically. The founding team had the domain expertise but needed engineering to turn their financial logic into a working product.

Our Approach

Built the AI inference layer in FastAPI for the heavy computation and Flask for lighter API endpoints. React frontend connects through an Express.js API gateway. The system takes raw financial inputs, runs them through ML models for revenue forecasting and valuation, and outputs structured reports.

Pipeline Breakdown