By Lunarlink Team
How a retail client went from missing thousands in overnight shrinkage to a clean week, using video, access, and alarm together.
A small retail chain we work with was losing roughly six thousand dollars a week in overnight inventory across four stores. Existing system: low-resolution cameras, no analytics, no alarm integration, and a cloud platform nobody had logged into in over a year.
The investigation side was the fastest win. We replaced the storefront cameras with AI-capable units trained to flag after-hours motion, loitering in the parking lot, and vehicle activity at the rear loading doors. The first week surfaced two patterns: a specific vehicle circling three locations around 2am, and a back-door event at a fourth location tied to a former employee's still-active fob.
The access-control tie-in solved that last part in minutes. Deactivate the fob, audit the events, confirm it matches the video. The alarm system, previously unmonitored, was linked to the video so intrusion events now show a clip before dispatch, not a blank siren.
Six weeks later, shrinkage had dropped to near zero. The interesting part wasn't the hardware; the interesting part was that each piece only worked because the others were feeding it. Cameras without access logs were ambiguous. Alarms without cameras were false-dispatch magnets. Access control without video had no evidence trail.
The lesson we take to every retail client: budget for the integration, not just the cameras.
