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Sherman — Multi-Model Quality Control for Precision Sheet Metal

Sherman runs quality control for precision sheet metal at a scale human inspection cannot cover, on a platform built by 82Labs with a multi-model architecture (Claude / Gemini / GPT) so no single provider outage stops the line.

Challenge

Manual QC can't catch every deviation in precision sheet-metal production.

Solution

Full platform: CAD-vs-scan analysis, 3D bend inspection, live scanning sessions, automated reporting — with fallback across three LLM providers.

Stack

Python · FastAPI · React · Open3D · Claude API.

FAQ

Why three models?

A multi-model architecture (Claude / Gemini / GPT) ensures a single provider outage never stops the production line.

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