Food Forcasting
FoodFlow Ai
AI-powered food supply chain dashboard that forecasts restaurant demand and reduces perishable waste.
Analytical websiteFood ForcastingMachine Learning projectSupply chain
FoodFlow AI is a modern enterprise SaaS platform that helps restaurants and food-service operators forecast demand, cut perishable waste, and optimize staffing across fulfillment centers. Built with React, Tailwind CSS, Shadcn UI, Recharts, and Lucide React, it delivers a premium, mobile-responsive B2B experience.
The application centers on a multi-page dashboard:
Dashboard: KPI cards track predicted orders, waste reduction, active centers, and high-risk alerts. A Recharts line chart compares historical demand against a 10-week predicted outlook, while a procurement table recommends kitchen staff and perishable inventory by week.
Forecast Simulator: Users select fulfillment center, meal category, and forecast period, toggle email promotions, and generate AI-driven raw-material requirement forecasts.
Data Management: Admins upload train.csv and meal_info.csv files via a drag-and-drop zone, choose XGBoost or ARIMA algorithms, train models with a progress indicator, and review RMSLE accuracy scores below 0.6.
Settings: User profile, notification preferences, and system configuration.
A public landing page markets the product with hero messaging, a feature grid, how-it-works steps, pricing tiers, and calls to action. The layout uses a fixed sidebar on desktop and a hamburger Sheet menu on mobile. Lovable Cloud powers the backend, enabling future authentication, database storage, and serverless functions.
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