Automotive / EV
The line moves faster because uncertainty no longer moves downstream.
Example part: Battery busbar. Suggested first pilot: Incoming supplier / module verification.
Example workflow tailored to this manufacturing profile. Not a customer claim.Today's pain
- Production ramp pressure
- Supplier variation
- Line-stop uncertainty
- Connector / weld defects
Defect families
weld voidconnector seatingfastener presencebracket deformation
Signature inspection rule
Reject a weld void above 0.8 mm in a critical region (weld seam).
In this example run the part measured 1.2 mm → REJECT.
Evidence need
High-volume inline decisions with batch trend visibility.
Recommended demo: proofcell — Evidence, review, and traceability across the inspection cell.