ShelfPulse

ShelfPulse is a mobile + web store-analytics app that helps brands and retailers measure shelf compliance, pricing accuracy, and promo execution using quick associate photo walks. Staff take guided photos of key bays; the AI extracts facings, detects out-of-stocks, flags wrong price labels, and checks planogram adherence. A web dashboard turns this into store-by-store scores, trend lines, and “fix-it” task lists with due dates. It integrates lightly with POS/ERP via CSV or simple APIs to prioritize high-revenue SKUs and quantify lost sales from empty shelves. This is not a magic ‘computer vision everywhere’ platform—it's a pragmatic workflow tool that replaces clipboards and inconsistent audits with repeatable evidence. The goal is faster, cheaper, and more frequent execution measurement for chains that can’t justify full sensor/camera rollouts.