The kit is a calibrated scale, a probe thermometer, calipers or a go-no-go gauge, a lighted magnifier, a vacuum chamber for seal tests, and a clipboard or tablet for the log. Metal detector checks run on a schedule with test wands passed through the aperture. Allergen changeovers get a visual inspection and a swab before the next product starts. When a sample fails, the inspector holds product back to the last good check, tags it, and calls a supervisor, and that hold decision is the one that costs money in either direction.
A head camera on the inspector records the comparison glance between product and spec card, the thermometer reading, and the scale display. Fixed cameras cover the inspection station and the stretch of line it watches. Recording runs through full shifts in working plants.
Each inspection event becomes an episode: sample pull, weight, temperature, seal, code, visual, log, and disposition. Labels are plain. Episodes are tagged with the inspector's own disposition, pass, hold, or reject, along with the stated reason. Optional tracking covers hands, instruments, and product. Delivery is in your schema to your own storage.
Inspectors are consented and paid, the footage is cleared for commercial model training, and a sample can be with you within a business day. Replies come within 15 minutes during business hours.