https://www.counteruavradar.com/en/tags/video-analytics/ Recent content in Video Analytics on Counter UAV Radar — Low-Altitude Surveillance Radar Hugo en-US Fri, 27 Mar 2026 20:32:00 +0800 https://www.counteruavradar.com/en/knowledge-base/ai-integration-in-security-systems/ Tue, 26 May 2026 00:00:00 +0000 https://www.counteruavradar.com/en/knowledge-base/ai-integration-in-security-systems/ <p>AI integration in security systems is often discussed as if the difficult part were choosing a model. In practice, the difficult part is deciding exactly what the model should do, how its outputs will be evaluated, and what level of human control the operation still requires.</p> <p>That is why strong AI integration starts with bounded use cases rather than with broad automation claims.</p> <h2 id="start-with-narrow-useful-tasks">Start With Narrow, Useful Tasks</h2> <p>In security systems, AI usually adds value when it is assigned a specific support function such as:</p>