Deployment

Edge-first deployment for remote and air-gapped sites

Inference runs on-site against the cameras you already operate at the facility. Intelligence does not depend on a perfect uplink, and raw footage does not have to leave your network.

Remote oil and gas facilities often have intermittent connectivity and conservative OT security reviews. A cloud-only stack goes blind when the link drops and fails reviews that forbid shipping raw operations video off-site.

MilkenLabs connects to existing RTSP and ONVIF cameras through an on-site appliance. Detection runs at the edge. The same build serves connected, hybrid, and fully air-gapped deployments. By default, raw video stays on the operator network; only structured events, metadata, and consented evidence sync when permitted.

Pilots start against your highest-risk zones and your rules, prove signal and workflow before you expand, without a rip-and-replace camera project.

See it on your cameras

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

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