Industrial AI for plastic closures factories
Plants making plastic bottle caps and closures run at high cadence (cycle times under 2 seconds, dozens of parts per shot) with a mixed fleet of modern and veteran presses, and bottling customers who audit with growing rigor (BRCGS, ISO 22000, batch-to-batch traceability). What today lives on paper, in a lab Excel sheet, or in the shift lead's head never reaches the central system in time — and what does have an in-line inspection camera often lives isolated from the ERP.
IRIS is the category of industrial AI systems that solves this: Connect captures what's lost today (paper, voice, email, Excel), Edge controls closure quality at line cadence, and Agents coordinates the evidence so the next audit is always ready. Below, 12 cases landed on the sub-sector, grouped by iLEAN piece.
Capture without changing habits: photo, voice, email, integrations
Paperless mold startup order
Payback 4-9 months · from 4-8 h of latency to zero
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The veteran press panel, read
Payback 5-10 months · no press replacement capex
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Resin delays read in seconds
Payback 3-7 months · from 2-3 h of latency to seconds
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The shift lead dictates while walking
No standalone payback · enabling piece
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Two taps before the ERP
No standalone payback · enabling piece
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The lab Excel reaches the ERP
Payback 4-9 months · −50 to −80% quality licenses
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Resin octabins received by photo
Payback 3-8 months · truck at the dock from 45 to 5 min
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Inspection camera stitched to the ERP
Payback 3-6 months · claim response in minutes
See the case →Machine vision on the line, in real time
More cases from this series
- Connect listens to the lab's Excel and pushes it to the ERPILEAN absorbs the lab's quality-control Excel and pushes it to the ERP after validation. Saves ERP…
- External camera on a legacy press panelAn external camera reads a veteran press's panel without touching it; its parameters are digitized batch…
- Human-verification tablet next to the pressEvery iLEAN capture passes through a tablet by the press; the technician confirms with two taps before…
- Photo to the order at mold startupThe technician photographs the production order and startup sheet; the batch exists in the system at…
- Photo to the delivery note and the resin octabin labelPhoto the delivery note and resin octabin label; iLEAN extracts the batch and pushes it to the ERP after…
- ILEAN silently copied on the resin supplier's emailILEAN silently reads the resin supplier's alert and suggests replanning before the press goes idle.
Book a demo with a real case from your plant — in 20 minutes you'll see how it captures, validates and syncs data without changing your ERP.
We work on your plant's real data, not ours. Assessment with no commitment.
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