AI-Native VMS — Evaluation Field Guide

One-page evaluation field guide to the AI-native VMS platforms: what 'AI-native' means (build order, not accuracy), the overlay-vs-platform spectrum (Ambient.ai overlay, Spot AI AI-camera/intelligence layer, Eagle Eye Networks full cloud VMS), the openness boundary (open at the camera over ONVIF, locked at the cloud), the OpEx per-camera subscription cost shape with the illustrative 100-camera figure, the accuracy and cloud-dependency checks, and the questions to ask before you pilot.

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