Machine-vision inspection platform for manufacturing engineers and quality teams that trains directly from CAD/STEP files to detect specified defect types without labeled images or brittle rule-based logic. Cloud-first (on‑prem available), supports FLIR/IDS cameras and Jetson-class edge deploy, outputs pass/fail to PLCs/robots; simulation and synthetic-data validation pipelines underway.