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Capture
Existing cameras stream into an on-site appliance. No new hardware to install.
The intelligence layer for oil and gas operations.
AI on the CCTV you already run at flow stations, terminals, tank farms, and gatehouses, for security, HSE, and operations. One intelligence layer turns live feeds into alerts and evidence that help get people home and keep critical infrastructure protected.
console.milkenlabs.com · Overview
How it works
Evidence to compliance, in six steps
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Detect
Models flag perimeter events, PPE gaps, zone rules, and site traffic in real time.
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Verify
A short evidence clip routes to a human reviewer. Nothing auto-submits.
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Map & pre-fill
Verified events are matched to the records they must populate (compliance, incident, or security evidence) with linked clips.
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Record & audit
An accountable reviewer approves, and the full chain is written to an immutable audit trail.
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Report
Approved records aggregate into regulator and operator formats, ready for submission or escalation.
What we detect
Three packs. One CCTV intelligence layer.
Security, HSE, and operations subscribe to the same facility feeds: perimeter and gate first, then people and process, then site traffic.
Security
Perimeter and gate intelligence on the cameras already watching your facilities.
- Facility perimeter intrusion
- Loitering at gates and critical yards
- Unauthorized access / open gates
- ANPR at gates and loading racks
- Camera tamper / coverage gaps
- Remote facility watch
- Lone worker on remote sites
HSE
Leading indicators for people and process safety, verified before they become records.
- PPE gaps
- Restricted-zone entry
- Unsafe proximity
- Near-misses
- Work at height
- Missing barriers
- Overcrowding
- Person down
- Fire and smoke
- Spills and leaks
Operations
Throughput and site discipline from the same feeds, for terminals, yards, and turnarounds.
- Loading-bay and truck traffic
- Suspended load / crane work
- Blocked pathways and egress
- Unattended objects / trip hazards
- Flare anomaly (visual assist)
- Multi-site evidence and audit trail
Deployment
One product core, two topologies
The same build serves connected, hybrid and fully air-gapped sites: you choose where inference and data live.
On-prem / edge
Video ingestion and inference always run on-site. Raw footage never leaves the operator's network by default, built for air-gapped sites and conservative OT security reviews.
Site cameras
Edge appliance
On-site store
Raw video never leaves the network
Cloud SaaS
Dashboards, reporting and fleet management, available where the operator permits. Only events, metadata and consented evidence sync, never raw footage.
Verified events
MilkenLabs cloud
Dashboards & reports
Only events + consented evidence sync
Our Mission
To get oil and gas people home safely, and protect the infrastructure that enables them to earn a living.
Our Vision
A future where every shift in oil and gas ends the way it started: everyone home, everything intact.
Who we are
Our focus is oil and gas facilities: security, HSE, and operations, across upstream and midstream sites in Nigeria and Sub-Saharan Africa. Where a single preventable incident can cost lives, livelihoods, and enormous sums, the cameras already watching the fence line, the gate, and the yard should do more than record what happened. They should help prevent it.
Raw video stays on site. Only events, metadata and consented evidence ever leave, and only with the operator's permission.
Resources
View all resourcesField guides for operators
Regulatory context, deployment reality, and how to evaluate CCTV intelligence, written for oil and gas operators in Sub-Saharan Africa.
