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White Paper

Mastering Modern Video Search: What Matters in Real-World Surveillance

October 20, 2025 · 10 min read

Appearance-based and area-based video search fundamentally change how security teams investigate incidents — reducing hours of footage review to minutes.

Traditional video search requires a security operator to know roughly when and where an event occurred, then manually scrub through footage from a single camera. Modern AI-powered search inverts this — you describe what you're looking for, and the system finds it across every camera, every site, instantly.

Kastle's Appearance Search lets operators click on a person in any camera frame and instantly surface every moment that person appears across all cameras and sites. No manual tagging, no expensive per-camera AI hardware, no wasted hours.

Area Search refines this further: operators draw a zone within a camera view and retrieve only activity from that specific area during a chosen time window — eliminating the noise of a busy lobby or common area from a targeted investigation.

This guide walks through how AI-driven video analytics work, what to look for when evaluating them, and how unified access + video integration transforms incident response from a forensic exercise into a real-time capability.

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