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.
