jgtolentino/scout-dashboard

The Scout Analytics dashboard is a modern, React‑based analytics platform that lets retailers ingest, process, and visualize data from a Supabase‑backed lakehouse, then generate AI‑driven insights through an autonomous 7‑tier recommendation system and a natural‑language chat interface. It is built for retail businesses—and their analysts, merchandisers, and operations leaders—who need real‑time KPIs, predictive stock forecasts, and smart, context‑aware recommendations to optimize inventory, marketing spend, and overall performance.