A video analytics AI agent capable of perceiving, reasoning, and acting on massive amounts of video footage must be integrated with existing workflows to be useful. These workflows include content management systems, messaging platforms, databases, ticket queues, and escalation paths.

The integration process is challenging because it requires connecting video systems with enterprise knowledge bases.