Real AI cases in metal chassis paint
Every case follows the same scheme: the problem as it is lived in the EMS plant, the iLEAN piece that solves it and the estimated impact — with the Customer-to-Order flow and the OEM customer's scorecard always present. All are deployable piece by piece; you start with one, not with the whole platform.
Capture without changing habits: photo, voice, email, integrations
Paperless paint batch startup
Payback 4-9 months · from 6-10 h of latency to second zero
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The curing oven's curve, digital
Payback 5-10 months · >US$1M oven CAPEX deferred
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OEM spec change, no surprises
Payback 3-7 months · from 2-4 h of latency to seconds
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The superintendent in command by voice
Operational knowledge stops dying at the end of the shift
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Verification at the booth — two taps
Enabling piece: nothing enters the corporate ERP without a human signature
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Paint quality Excel into the ERP
Payback 4-9 months + −50/−80% quality module licenses
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Paint drum receiving into the ERP
Payback 3-8 months · truck from 45-60 min to 5-10 min · RoHS/REACH shielded
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The paint robot stitched to the ERP and CMMS
Payback 3-6 months · zero program errors, real MTBF/MTTR
See the case →Machine vision on the line, in real time
Agents that document, coordinate and defend the audit
More cases from this series
- A customer audit evidence pack — the OEM scorecard in continuous greenEvery change generates a dossier with photos, log and signatures. Agents organizes it by standard (ISO…
- Early human verification — two taps and the ERP stays cleanNothing iLEAN captures enters the ERP without a human signature on the tablet. Two taps, seconds, the…
- The curing oven now talks — without touching the original SCADAAn external camera reads the tunnel oven’s SCADA panel without touching the machine. A per-batch thermal…
- OEM customer spec change — zero rework from reading lateiLEAN silently copied on the mailbox. When the OEM changes a paint spec, the notice reaches the…
- From the laboratory’s Excel to the ERP at second zeroiLEAN reads the laboratory’s Excel as soon as it is saved, validates and feeds the ERP. Fewer quality…
- Paint receiving into the ERP — no typing, with shielded traceabilityA photo of the delivery note, the CoA and the GS1 labels. One tap and all into the ERP. Truck from 45 to…
Tell us your case and we will send within 48h the estimated ROI for your plant.
We work on your plant's real data, not ours. Assessment with no commitment.