DFM and assembly risk closure
Identify what will fail at volume and update design intent before pilot batches multiply defects.
I work with engineering and operations to close the gap between a working prototype and a repeatable build process.
Identify what will fail at volume and update design intent before pilot batches multiply defects.
Run structured defect tracking and prioritize fixes based on production impact, not noise.
Align on tolerances, process windows, and checkpoints so quality and throughput improve together.
NPI action plan, pilot build readiness checklist, critical-to-quality risk list, and weekly decision logs so engineering and operations stay aligned.
Usually 1–3 months around pilot and early production milestones. Can be extended if launch scope changes materially.
Send your target timeline and biggest launch risk. I'll suggest a focused NPI support scope.
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