Manufacturing agent
CCTV compliance monitoring
Turn existing CCTV into governed, real-time compliance oversight, with privacy masking built in.
What it does
The agent monitors camera feeds for the conditions you define, masks personal data, and logs each event for review. Run as a proof of concept across four states on 50,000+ hours of video.
Without it: Hours of footage go unwatched, so compliance issues surface late or only after an incident.
- Every event cites the procedure clause it was matched against
- Faces and badge numbers are masked at the camera, before frames leave the floor
- Repeat events in one zone collapse into a single entry with a count
- Cameras that go dark or drift off view are reported as coverage gaps
Illustrative example
A rule says the dye-house gangway stays clear of parked trolleys beyond ten minutes. At 02:14 camera DH-06 shows one at rest since 02:03, and the agent writes event CM-9042 to the log with the clip, the clause, and every face masked. The compliance officer reads the morning digest and decides whether it goes to the shift supervisor.
VMS
Live camera feeds
Compliance rules
Monitored conditions, zones
SOPs
Clauses to cite
Event log
Prior events per zone
CCTV compliance monitoring
WatchStarts when
A shift starts and the camera feeds go live
How far it goes
it flags and records, and takes no action itself
Never
ACTION: enforced below the model, not asked of it
Event flags
Logged as they occur
Privacy masking
Applied at the camera
Audit log
Written with clip, clause
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- Loom and machine monitoringWatch machine state across the floor and surface stoppages and faults as they happen.WatchMachine controllersProcess historian+2
Case studies
View all
Manufacturing · DeploymentInside an Early CreateOS Proof of Concept: CCTV to Real-Time Oversight in Indian TextilesOver a 75-day proof of concept, cotton processing facilities across four Indian states connected their existing CCTV systems to CreateOS. 50,000+ hours (750+ TB) of video processed, no in-house DevOps team required.Read case study →
Manufacturing · Solution blueprintBad Work Orders Pull Crews and Parts You Don't NeedEach generated work order is checked against machine state before dispatch.Read case study →
Manufacturing · Solution blueprintAn AI Agent for Procurement, Bounded by MandateSign-off limits are enforced before terms commit, not reviewed afterwards.Read case study →
Bring us one stuck workflow.
We take it to governed production with you, on your systems, in weeks, not quarters.