Industrial AI CCTV & Automated Visual Inspection

For security, perimeter surveillance, and PPE tracking, we can integrate directly with your existing IP cameras via standard RTSP or ONVIF video protocols. For microscopic manufacturing defect inspection, we typically deploy calibrated industrial GigE or USB3 Vision cameras with specialized telecentric lenses and strobe lighting for micro-second exposure.

Our system features an automated active learning pipeline. When you introduce a new product variant or packaging design, we capture a small batch of baseline images, apply transfer learning, and deploy an updated model weights package within hours without halting factory operations.

The edge AI appliance connects directly to your machine's PLC via digital optocoupled outputs, Modbus TCP, or PROFINET. The moment a defect is identified, the system calculates conveyor encoder timing and triggers a pneumatic blow-off nozzle, robotic pusher, or diverter flap with millisecond accuracy.

Yes. Our safety vision models focus strictly on detecting protective gear (helmets, high-vis vests, goggles, harness clips) and spatial pose skeletons. We do not require or store facial recognition biometric identities unless specifically requested for secure biometric turnstile access.

Yes. Every defect, batch count, and safety event is logged to a local database with timestamped high-resolution image crops. We provide real-time RESTful APIs, Webhooks, and MQTT publishers that feed directly into SAP, Odoo, Oracle MES, or your central factory SCADA dashboard.