Challenge
Repeat after-hours activity in a lot with cameras that recorded everything and prevented nothing.
Solution
AI detection with light and voice deterrence triggered on person classification, not motion.
Outcome
Nuisance alerts dropped and after-hours activity stopped, without adding a guard.
Same night
behavior change on site
Motion alerts had trained everyone to ignore the system. Cars, cats, wind.
Person-classified detection meant the deterrence fired only when it mattered — and it fired immediately.
The customer added a second unit within the month.
“Recording is evidence. This is prevention. Customers understand the difference the moment they see it work.”
