Use case · Compliance
Gowning & hygiene compliance
Every cleanroom entry, every shift, verified, with the sealed evidence GMP inspections ask for.
The problem
Why it keeps happening.
Gowning procedures protect the product, and a single lapse can put a batch (or an inspection outcome) at risk. Human monitoring of gowning compliance is sampling; contamination events are traced back to lapses no one recorded.
When an inspector asks how you verify gowning compliance, "training and spot checks" is an answer with a finding attached.
The rule
Written the way you'd say it.
“Flag anyone entering the controlled area without complete gowning, and seal evidence for the audit trail.”Compile it in the Rule Playground
How it runs
- 01
Watch the entries you already film
Gowning rooms and controlled-area entries with existing cameras connect directly. Processing stays on-prem, inside your GMP boundary.
- 02
Verify the gowning state
Gowns, gloves, masks, and coverings are verified at each entry against the requirements of that grade: every entry, not a sample.
- 03
Intervene before the entry completes
Lapses alert the area owner immediately, while correction is still possible, before the controlled area is compromised.
- 04
Seal the record for the inspector
Every verification and deviation lands in FloFusion, sealed and exportable: continuous evidence instead of a training log.
Measure
What's measured.
- Entries checked, and lapses, per controlled area
- Lapses by shift and grade
- Time from lapse to correction
What it’s worth
- Contamination risk reduced at its most common entry point
- Batch-risk events prevented rather than investigated
- Inspection responses backed by continuous sealed evidence
- Deviation trending by room, shift, and procedure
Estimate your ROI for your own operation, in about two minutes.
Comply
The evidence.
- A clip and frame of the event, sealed with the device’s own key the moment it happens
- The rule that fired, the zone and camera, and the time
- The vision-language model’s verdict on the alert, with its reason
- Who saw it, who acted, and when, in the audit log
Where it applies
Related industries.
Common questions
Does video processing compromise our GMP or data boundaries?
No. Processing runs on site, inside your boundary, and raw video does not leave. Evidence is sealed on the device, and access to events is role-based and logged.
Link to this questionAre individuals identified?
No. It checks the gowning, not the person: no facial recognition or biometric identification. The record documents the deviation, not the identity.
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