Real AI cases in hormonal pharma
Every case follows the same scheme: the problem as it is lived at the site, the iLEAN piece that solves it and the estimated impact — always with a 21 CFR Part 11 signature and compliance by design. All are deployable piece by piece; you start with one, not with the whole platform.
Capture without changing the SOP: photo, voice, email, integrations
Paperless batch startup — MBR and log book
Payback 4-9 months · from 4-8 h of latency to second zero
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A camera on the qualified granulator's panel
Payback 5-10 months · defers >€500K CAPEX without requalifying
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The API supplier's notice with no latency
Payback 3-7 months · from 2-3 h of latency to seconds
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The IPT lead's earpiece
Operational knowledge stops dying at the end of the shift
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Human verification with a 21 CFR Part 11 signature
Enabling piece: nothing enters the batch record unsigned
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Physical chemistry Excel to the LIMS and ERP
Payback 4-9 months + −50/−80% QC/LIMS licenses
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A photo of the API supplier's delivery note and CoA
Payback 3-8 months + −50/−70% receiving module licenses
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Coder and serializer stitched to the ERP
Payback 3-6 months · zero serial mix-ups (Class-I recall risk)
See the case →Machine vision on the line, in real time
Agents that document, coordinate and defend the audit
A pre-inspection evidence pack for FDA, COFEPRIS and ANVISA
Payback 6-12 months · 2 weeks of pre-inspection work → zero
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Zero critical deviations and batch release in days (flagship)
Payback 6-12 months against the first avoided warning letter
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iLEAN in regulated industry — deployable by design
The 5 compliance pillars: without them, the other 12 ROIs do not materialize
See the case →More cases from this series
- iLEAN in regulated industry — five compliance pillars by design5 compliance pillars making iLEAN deployable in regulated pharma: audit trail, ALCOA+, non-invasive,…
- A pre-inspection evidence pack for FDA, COFEPRIS and ANVISA — zero documentary reconstructionZero hours of pre-audit reconstruction. iLEAN Agents organizes photo, log and signature by certifying…
- From the supplier’s email to the concrete action with no human latencyiLEAN Connect listens to the API supplier’s email and WhatsApp, crosses them with active orders and…
- From the delivery note and the CoA to the ERP with a single photo — 50-70% fewer receiving licensesAPI receiving in 5 min. iLEAN digitizes the delivery note, the Certificate of Analysis and the GS1…
- Coder and serializer stitched to the ERP — zero serial mix-upsBatch, serial and aggregation from the ERP to the coder with no typing. Zero serial mix-ups, eliminating…
- Giving the qualified granulator’s panel life without requalifying the assetAn external camera reads the qualified panel’s curve without touching the GMP asset. Zero…
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