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Industry Cases

Plant Safety AI Case Studies

Industry challenges

Conventional CCTV records incidents but cannot alert staff in time. Missing PPE, unsafe entry, smoke and fire need continuous monitoring across a plant.

The solution

AIWinOps and WinEdge add visual AI to existing CCTV, sending alerts within seconds and creating work orders automatically.

Real-⁠time smoke / fire detection

AI models watch plant footage around the clock, raising an alert at the earliest signs of smoke or fire.

PPE compliance auditing

Automatically recognizes whether personnel are wearing hard hats, safety goggles and hi-⁠vis vests, pushing alerts on violations in real time.

Danger zone intrusion alerts

For designated high-⁠risk areas (high voltage, high temperature, forklift routes), an alert fires as soon as someone enters.

Automatic event footage archiving

The 30 seconds of footage before and after an anomaly is clipped and stored automatically, ready for review and training.

Impact highlights

At a petrochemical plant, response time fell from 8 minutes to under 30 seconds. PPE violations dropped 80% and annual recordable incidents fell 65%, without replacing existing CCTV.

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