IoT analytics and management platform for coffee retailers and machine operators, collecting machine telemetry across brands and locations to deliver real‑time sales, inventory, quality and barista‑performance insights. 20‑minute per‑machine install enables machine ROI, shrinkage detection, recipe consistency, maintenance optimization and alerts to cut operating costs, increase gross profit and improve customer loyalty.