Challenge
Senior engineers manually reviewed CAD drawings and specifications, translated requirements into configurations, and built bills of materials and pricing by hand — a slow process exposed to configuration errors and margin leakage.
Solution
We built a copilot that extracts dimensions and requirements from CAD drawings, matches them to the product library, applies configuration rules, and generates BOMs and proposal content, routing uncertain cases to engineers for review.
Results
- Accelerated quotation turnaround significantly
- Increased bid capacity without adding engineering headcount
- Reduced configuration, pricing, and version-control errors
- Strengthened margin protection through consistent BOMs
Technology
Python · Computer Vision · TopSolid Integration · AWS
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