Real-Time Intrusion & Unauthorized Zone Detection in High-Security Sub-Stations

An electric utility provider managing 120 unstaffed high-voltage electrical sub-stations protected by perimeter fence security cameras.

false security alarms reduced: 96%false security alarms reduced
unauthorized sub-station perimeter breaches within 15 seconds: 100%unauthorized sub-station perimeter breaches within 15 seconds

How the work runs

The pressure that made this worth automating, the steps the system runs, and what came out the other side.

Pressure & Trigger Points

Perimeter intrusions by copper thieves and trespassers created severe electrical shock hazards and power grid disruption risks.
Legacy motion detection cameras triggered thousands of false alarms monthly due to blowing foliage, stray animals, and rain drops.
Security guards ignored alarm notifications due to severe alert fatigue.

The run · 5 operational steps

Click any step to inspect telemetry signals, model reasoning, and governance gates.

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Arjuna filters video streams, distinguishing human trespassers and vehicles from animals, weather, and vegetation motion with 99% accuracy.

Input Signal:

Real-time operational telemetry & queue

Reasoning Pattern:

MCP grounded vector inference

Governance Gate:

Policy constrained with audit write-back

Verified Business Outcomes

False security alarms reduced by 96%, eliminating dispatcher alert fatigue.
Intercepted 100% of unauthorized sub-station perimeter breaches within 15 seconds of fence line crossing.
Prevented copper theft equipment damage, saving an estimated $1.2M in annual replacement expenses.

Capabilities this relies on