See
Computer vision that never looks away
AI continuously reads the CCTV feeds your facilities already operate. It surfaces the moments people cannot reliably catch across dozens of screens and thousands of hours of footage.
Capabilities
An intelligence layer on the cameras already watching Nigerian and Sub-Saharan energy sites, for security, HSE, and operations. See risk on the feed, understand it in site context, and turn it into alerts, evidence, and records people can act on.
A signal becomes valuable only when the system knows what it means and what should happen next.

On a single facility view, the platform tracks people and vehicles at the gate and in the yard, holds each against zone and access rules, and flags what matters (a PPE gap, an unexpected approach to the fence) without anyone staring at the screen.
Computer vision that never looks away
AI continuously reads the CCTV feeds your facilities already operate. It surfaces the moments people cannot reliably catch across dozens of screens and thousands of hours of footage.
Context that knows why it matters
A person at the gate after hours is not the same as a PPE gap in hot work. MilkenLabs combines each observation with facility zones, access rules, required PPE, equipment movement, severity policy, and recent frames.
Intelligence distilled into the next action
The system turns what it sees and understands into a prioritized review, an escalation for security or HSE, a leading indicator, or a pre-filled compliance record, so the right person knows what to do next.
One intelligence layer. Three subscriber packs. Built for facility perimeters and yards, not kilometre-scale corridor monitoring.
Perimeter and gate intelligence on the cameras already watching your facilities.
Leading indicators for people and process safety, verified before they become records.
Throughput and site discipline from the same feeds, for terminals, yards, and turnarounds.
Perimeter and gate events, PPE and zone rules, fire and smoke, spills, falls, and terminal traffic resolve into a single pipeline. Each is seen, understood, and acted on, then turned into a review queue, escalations, risk trends, and an audit-ready record.

One continuous path connects a camera at the perimeter to a decision a manager can defend: connect to what is already installed, observe, contextualise by zone, verify with a human, respond, and prove it with a record.

Connect
MilkenLabs connects to existing RTSP and ONVIF cameras across wellhead clusters, flow stations, manifolds, tank farms, terminals, depots, and gatehouses. Edge appliances sample and analyze feeds without replacing the CCTV investment you already made.
Operational impact
Bring facilities online faster, preserve existing infrastructure, and extend coverage without building a parallel camera estate.
Observe
Vision models work together on people, vehicles, PPE, fire, smoke, equipment, ladders, barriers, and fallen persons, plus gate and yard activity for security. Temporal logic distinguishes simple proximity from a closing-distance near-miss.
Operational impact
Surface weak signals while there is still time to intervene for security, HSE, or operations, not after harm or downtime.
Contextualize
Teams draw camera-level polygons for perimeter, restricted, hazardous, hot-work, confined-space, general, and muster zones. Each zone carries its own rules. The engine combines detections, location, motion, and policy to determine severity.
Operational impact
Reduce alert noise and focus attention on the events with the greatest consequence in that exact place and moment.
Verify
Reviewers confirm, dismiss, or escalate events in a focused queue. Fire, spills, and person-down events never silently close themselves. Models propose; accountable people decide.
Operational impact
Build trust with security, HSE, and operations teams, and create a reliable history of who decided what.
Respond
Severity policies, critical banners, open exceptions, facility snapshots, and camera coverage warnings create one shared picture of facility posture. A failed or stale feed appears as a blind spot, not a buried IT ticket.
Operational impact
Help control rooms, security, and HSE leaders direct limited attention where it can prevent the most harm and downtime.
Prove
Verified events pre-fill incident, unsafe-act, near-miss, and NOSDRA spill records with linked evidence, and support security escalation packs the same way. Approval remains human-controlled; append-only audit logs preserve the chain from detection to export.
Operational impact
Spend less time reconstructing incidents; arrive at reviews, insurers, security investigations, and audits with a defensible record.
Cameras, people, review, reporting, and compliance do not live in separate tools. Each one adds context to the next, creating a system that serves security, HSE, and operations from one history.
One evidence pipeline for live feeds, uploaded footage, and manually raised events.
Connect safety patterns to the workforce without removing consent or human judgment.
A shared safety picture across facilities, cameras, devices, and teams.
Turn the operating history into leading indicators and records people can act on.
Move from retrospective investigation to continuous prevention: on the fence line, in the process area, and at the loading bay.
Reduce the injuries, stoppages, security incidents, and investigation delays that turn facility failures into lost man-hours.
Give security, control rooms, HSE, and executives one current view of events, blind spots, exceptions, trends, and compliance gaps.
Transform footage into structured operational memory: searchable, attributable, reviewable, and ready to support the record.
Raw video stays on site. The cloud receives structured events, metadata, and consented evidence references, not a continuous stream of your operation.
Workforce identity is consent-gated. Opted-out employees are excluded from matching. Retention is controlled per organization, and every compliance-relevant action is attributable.

Start with one facility. Prove the signal, the workflow, and the impact against the operation you already run.