Project / Case Study · AI App · Insurance · 2025
Car Value Recovery
The diminished-value claim your insurer hopes you won't file.
Estimates the diminished value on a repaired vehicle after an accident, so owners can recover the loss most insurers leave on the table.
- React
- FastAPI
- Claude
- MongoDB
The Problem
Even a perfectly repaired car is worth less on Carfax the day after a wreck. Most owners never file a diminished-value claim because they don't know it exists or how to prove it.
What I Built
Users enter vehicle details, damage severity, and repair records. The tool generates a diminished-value estimate and a claim-ready summary an adjuster can't hand-wave away.
How It Works
- Guided intake — no adjuster-speak required
- Diminished value estimate with comparables
- Claim-ready PDF summary
- Built for consumers, not brokers
Tech / AI
ReactFastAPIClaudeMongoDB
The Outcome
Puts the tool for a check-on-the-table conversation in the hands of the person who actually paid for the wreck.