Project / Case Study · AI App · Insurance & Claims · 2025
ezItemizer
Turn a photo into a claim-ready inventory.
Snap a photo of a room and get back an itemized list with categories, quantities, and replacement values ready for an insurance claim.
- React
- FastAPI
- Vision AI (multimodal)
- MongoDB
The Problem
After a loss — theft, fire, storm — homeowners have to remember and price every item they owned. Insurers ask for a spreadsheet. Most people give up and get underpaid.
What I Built
Users photograph the space, the AI identifies items, groups them by category, and generates a claim-ready inventory with estimated replacement values. Export as CSV or PDF.
How It Works
- Room-by-room photo capture with auto-detection
- Categorized inventory with quantities and values
- Export-ready CSV/PDF for adjusters
- Reduces the 'I forgot I owned that' problem
Tech / AI
ReactFastAPIVision AI (multimodal)MongoDB
The Outcome
Turns a week of stressful list-making into a 30-minute walk-through with the phone.