How a national apparel retailer found the footage behind every return

Like any apparel business at scale, a lot of what the retailer sells comes back. Each return is opened and checked at a processing table, on camera, because that footage is what settles a claim over a damaged or missing item. But the footage was scattered. Over the years the company's warehouses had filled up with cameras and recorders from whichever vendor was cheapest at the time - a patchwork of brands, NVRs and DVRs, each with its own login.

So when a claim came in, finding the right clip meant working out which table, which recorder, and then scrubbing through hours of video by hand. And every new returns location they opened added more of the same: another box of hardware, another slow install, another silo of footage no one could even be sure was recording.

The bigger change was in how the team found footage. Instead of hunting for the right recorder, they now pull up the video for a return by its transaction, the clip tied straight to the warehouse record - a claim that used to take an afternoon is settled in a single search. And because the platform watches its own cameras, a feed that drops or a recorder that dies is flagged rather than discovered weeks later, with any video lost to an outage quietly backfilled once the connection returns.