Manufacturing quality inspection · 6-week pilot, on-premise
A parts manufacturer wants a vision inspection pilot on one production line: four camera stations, a 30-day labelled history, and a plant network that cannot reach the public internet.
Definition of done: defect recall above the current manual baseline on a held-out week of footage, a shift-level dashboard the line supervisor trusts, and a handover runbook for the plant's own IT team. Constraints: inference runs on-premise, no customer images leave the site, and the security questionnaire has to be completed before week one. Team and shape: one FDE plus one ML engineer, six weeks, two site visits. Commercial: fixed-scope pilot fee, with a go/no-go gate at week four.