Industrial AI in passive safety manufacturing plants
> A passive safety plant makes the strangest part in the whole car: the one > used only once in the vehicle's life, and only if the worst happens. The > airbag that never deploys is a perfect product. The one that deploys badly, > once, is a tragedy and a recall campaign across hundreds of thousands of > vehicles. The sector's entire quality architecture — unit traceability, > torque curves recorded bolt by bolt, line blocking at the first sign — > exists because of that asymmetry. > > And yet much of the information holding that architecture up still lives > outside the systems: the hand-signed first-off record that spends half a > shift in a folder, the old machine's panel that keeps no history, the test > lab spreadsheet nobody in the ERP can see, the supplier email flagging a > lot that gets read three hours late. Every one of those gaps is, on the day > of the incident, a multiplier on the scope of the containment. > > This page collects twelve IRIS use cases applied to airbag, seat belt and > steering wheel plants. They are grouped by architecture piece: Connect to > capture what is lost today, Edge so the line can see, and Agents so the > evidence organizes itself. None of them replaces the ERP or the MES: they > are all stitched on top of what already exists, and none writes to the > central system without a person validating it first.
Capture without changing habits: photo, voice, email, integrations
First-off record without paper
Payback 4-9 months · from 4-8 h of latency to second zero
See the case →The foaming carousel now speaks
Payback 5-10 months · replacement CAPEX deferred on evidence
See the case →Supplier lot alert, cross-checked in seconds
Payback 3-7 months · containment from a month to one lot
See the case →The maintenance engineer dictates walking
Payback 4-8 months · the monthly report drafts itself
See the case →Nothing enters the master unsigned
No standalone payback · enabling piece
See the case →The test lab spreadsheet reaches the ERP
Payback 4-9 months · 50-80% fewer quality licenses
See the case →Pyrotechnic receiving without typing
Payback 3-8 months · truck from 30-45 min to a few
See the case →DMC marker and test bench stitched
Payback 3-6 months · zero keying errors in marking
See the case →Machine vision on the line, in real time
More cases from this series
- Stop rebuilding by hand what already went rightEvery critical change generates its dossier with images, signatures and measurements, organized by…
- Four rings between the non-conforming part and the roadFour cross-checking verification rings, from gas generator receiving to the pallet, so no non-conforming…
- The first-off record stops living in a folderThe first-off record is photographed at start-up and exists in the system at second zero, without…
- The oldest machine on the floor can speak tooAn external camera reads the foaming carousel's proprietary panel and digitizes the process curve mold…
- The knowledge that dies at the end of the shiftThe engineer dictates what they see while walking the line; iLEAN structures it by asset and the monthly…
- The data that proves the product conforms stops being retypedTensile, resistance and deployment test results reach the ERP on their own after human validation.…
Which of these twelve is yours? Half an hour with an engineer who knows your process, no strings attached." ---
We work on your plant's real data, not ours. Assessment with no commitment.
See automotive