Automotive
CNC + Sheet Metal AssemblyCNC + Sheet Metal Assembly
End-to-end machining and sheet metal assembly for an automotive platform. Multi-process production delivered under one PO across certified suppliers.
15% cost reduction
6-week ramp
Challenges
- High variation across SKUs and tolerances
- Fragmented machining + sheet metal vendor base
- Inconsistent documentation and QA
Solution
- AI-aided supplier matching across CNC + sheet metal
- Unified PO with PPAP, CMM and packaging standards
- In-process QC with SPC and final inspection
Results
- 15% landed cost reduction
- 6-week ramp from pilot to steady state
- Zero line-stops; audited QA docs per lot
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