RemnantX
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

RemnantX helps workshops reuse metal offcuts for new manufacturing jobs. Irregular boundaries and existing holes can make reuse a manual CAD and layout task. Operators upload calibrated photos, review the detected geometry, and request parts in plain language or through a part DXF. RemnantX selects material- and thickness-compatible remnants, arranges parts across multiple sheets while respecting existing holes and cutting clearance, and exports software-verified G-code. Batch recovery preserves successful scans; workers confirm completed cuts before stock updates. It replaces manual remnant tracing and part placement with a reviewed photo-to-plan workflow, helping workshops use material already paid for before purchasing another sheet.