Real AI cases in premium LED headlights
Each case shows the problem exactly as it plays out on a Tier 1 plant floor, the iLEAN piece that solves it, and the estimated impact — with IATF/VDA-traceable signatures on every capture. All are deployable piece by piece; you start with one, not with the whole platform.
Capture without changing habits: photo, voice, email, integrations
Paperless headlight batch startup — order, PPAP and reel
Payback 3-8 months · 4-8 h latency down to zero-second
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Camera on the vacuum metallizer panel
Payback 6-12 months · defers >€800K CAPEX without touching the SCADA
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OEM spec changes reach the line on time
Payback 3-6 months · 3-4 h latency down to seconds
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The assembly supervisor's earpiece
Operational knowledge feeds the live FMEA in real time
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Two-tap human APQP validation, IATF signature
Enabling piece: nothing enters the QM ERP without a human signature
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Goniophotometer Excel into the QM ERP, live
Payback 4-8 months + −50/−80% QM module licenses
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LED reel receiving in 5 minutes
Payback 3-7 months + −50/−70% receiving module licenses
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Laser marker stitched into the ERP
Payback 2-5 months · zero recalls from wrong serial
View the case →In-line machine vision, in real time
Agents that document, coordinate and defend the audit
Share your case and get an estimated ROI within 48 hours.
We work on your plant's real data, not ours. No-commitment diagnostic.