01
The Rise of Agentic Vision: Beyond Passive Surveillance

Learn how agentic vision combines video perception, context, human review, and controlled actions. See how to evaluate it responsibly in real operations.
Research and field notes


Learn how agentic vision combines video perception, context, human review, and controlled actions. See how to evaluate it responsibly in real operations.

See where AI video analytics can support PPE, restricted-zone, and visible-hazard workflows. Learn what industrial teams should validate before deployment.

A practical guide to purpose limitation, data minimization, edge processing, retention, and oversight for privacy-conscious smart city video analytics.