Today: Search-First AI
Current AI helps operators find footage faster, but the human still carries most of the interpretation burden.
Alerts are useful, but noisy environments still create false positives and fragmented response.
←
Orin Vision
From recorded footage to proactive site intelligence.
Most systems still depend on humans to watch alerts and reconstruct events. Orin explores an agent layer that builds long-horizon memory across many cameras and escalates meaningful anomalies earlier.
Orin Direction
Add an intelligence layer that learns normal site behavior, tracks context across zones, and escalates what matters before incidents grow.
Similar to the shift from dashcams to autonomous driving intelligence, but applied to physical security.
What This Enables
Persistent memory of site patterns, stronger incident context, and earlier warning on unusual behavior trends.
Human oversight stays central, but triage becomes faster and less exhausting for small community teams.