Industrial AI for electronics — EMS plants at the OEM's pace
iLEAN digitizes the EMS plant without touching the corporate systems that already work: the batch is born digital, the curing oven talks, the defect stays on the line and the OEM's auditor downloads their evidence from the web. A Customer-to-Order flow with the customer's scorecard always in green.
Electronics manufacturing services (EMS)
Kitting traveler captured with one photo, the reflow oven that starts talking, component shortage flagged at once, AOI stitched to the work order, box-build vision, feeders validated before changeover and zero inventory deviation.
See the cases → 12 casesMetal chassis paint — server and desktop
Paperless batch startup, a digital curing oven curve, the paint robot stitched to the ERP and the CMMS, the defect out before assembly and zero unplanned downtime.
View cases →All 26 cases in electronics
The complete listing, unpaginated. Each link goes to the specific case: the problem as it shows up on the plant floor, how the IRIS schema solves it and what was measured.
- A color change with visual evidence — no cross-contamination
- A customer audit evidence pack — the OEM scorecard in continuous green
- A paint robot without islands — the program from the ERP, real life to the CMMS
- Component shortage alert in zero seconds
- Early human verification — two taps and the ERP stays clean
- Feeders verified before the changeover starts
- From the laboratory’s Excel to the ERP at second zero
- Industrial AI for Electronics Manufacturing Services (EMS)
- OEM customer spec change — zero rework from reading late
- Paint receiving into the ERP — no typing, with shielded traceability
- Paperless paint batch startup — the batch is born digital at second zero
- Photo the kit traveler at batch start
- Photo the packing slip, reels to the ERP
- Real AI cases in metal chassis paint
- The AOI that never drifts from the work order
- The curing oven now talks — without touching the original SCADA
- The line lead who dictates hands-free
- The paint defect out before assembly — 100% of chassis inspected
- The paint superintendent in command — voice, hands-free, CMMS
- The quality spreadsheet that flows to the ERP on its own
- The reflow oven panel starts talking
- The traceability dossier that builds itself
- Two taps before it touches the ERP
- Zero defect at the box-build station
- Zero inventory deviation, CCC protected
- Zero unplanned downtime in the paint section — 4 coordinated rings
Tell us your case and we will send the estimated ROI for your plant within 48h.
We work on your plant's real data, not ours. Assessment with no commitment.