
Fit Receipt
A private fitting agent that knows when to call JEV
About Fit Receipt
Fit Receipt is an innovative virtual fitting tool designed for lingerie shoppers seeking a private and accurate fitting experience. By leveraging AI judgment models, it provides users with instant feedback on their virtual try-ons, ensuring confidence in their selections without exposing personal photos to servers. The system handles chat interactions seamlessly, while code protections keep user facts and pricing confidential. Its core, JEV (TypeSafe), evaluates trade-offs with rapid, calibrated confidence—delivering judgments in approximately 300ms—making the fitting process quick and efficient. Photos remain in the user's browser, emphasizing privacy, as JEV only processes typed fields. Built on Vercel and open-source, Fit Receipt offers a transparent, low-latency API that appeals to both consumers and developers interested in privacy-focused AI solutions. Its unique approach to private, AI-driven virtual fitting makes it a compelling choice for fashion e-commerce and custom fitting services.
Screenshots






Pros
- ✓High privacy with photos stored only locally in the browser
- ✓Fast AI judgments with calibration and confidence scores
- ✓Seamless chat handling for user interaction
- ✓Open-source and built on modern, scalable infrastructure
- ✓Designed for privacy-conscious users and developers
Cons
- ✗Limited information on pricing models and plans
- ✗Requires typed input for judgments, which may limit some use cases
- ✗API rate limits could restrict high-volume applications
Use Cases
Pricing
Pricing not verified
Quick Info
Topics
Makers
Crystal Chang
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