Challenge
Five gated entrances, five separate recorders, five isolated systems. Officers could only see the post they were standing at, and pulling footage after an incident meant physically visiting whichever gate held the recording. The legacy platform offered no automated detection — every search was a person scrubbing through hours of video, and every vehicle that entered the property was a manual note or nothing at all.
The grounds themselves compounded the problem: a property this size can’t be covered by fixed cameras alone without an unreasonable device count. And none of it could go offline. Residents and guests pass through controlled entries around the clock, so the property had to stay recorded from the first day of work through final handoff.










