AI-Powered Demand Prediction for Small Retail

What started as a small mystery—why local Kiranas in Kochi always ran out of milk on Mondays—turned into an opportunity to design an AI-powered, WhatsApp-first solution that saved shop owners hours each week and delivered a 25× ROI. This is how I built it end-to-end, from field interviews to financial modeling.