BatchBite

BatchBite is a mobile + web AI app for fast-casual operators that predicts near-term demand and turns it into simple batch-prep and staffing cues. It connects to POS data (e.g., Toast/Square exports or API), local signals (weather, nearby events), and in-store throughput metrics to forecast the next 30/60/120 minutes by menu item. The app then recommends what to prep now, what to hold, and what to stop making, with a clear “confidence” indicator so managers don’t blindly follow bad predictions. It also flags likely bottlenecks (grill, fryer, expo) and suggests small adjustments like throttling online orders for 10 minutes or promoting faster items. This is not a consumer ordering app; it’s an operations tool aimed at reducing waste, smoothing rushes, and improving ticket times without adding headcount. Expect messy integrations and operator skepticism—so the MVP must prove ROI quickly.