ShelfCoachXR

ShelfCoachXR is a mobile AR app for store associates and field merchandisers that guides them through shelf audits and resets with step-by-step overlays. The phone camera recognizes the bay, highlights missing facings, wrong price tags, and out-of-sequence products, then generates a task list and proof-of-work photos automatically. It’s not a flashy consumer VR demo; it’s a pragmatic ops tool aimed at reducing compliance drift and speeding up resets. Managers get a lightweight web dashboard to review completion, spot chronic problem bays, and export reports to existing retail systems. The app focuses on “good enough” computer vision and tight workflows rather than perfect 3D mapping, because stores are messy and lighting varies. It’s designed to work offline-first and sync when connectivity returns, which is critical in big-box backrooms and older stores.