DineInventoryGhost: Food Waste Tracker
Real-time food waste prediction for restaurants that automatically flags spoilage risk and suggests menu pivots before inventory expires
The Problem
Restaurants waste 4-10% of purchased food daily due to unpredictable demand and manual inventory tracking. Staff can't easily see what's expiring soon, leading to both financial loss and unnecessary ordering. Existing POS systems show inventory but don't predict waste or suggest action.
Target Audience
Small to mid-size restaurants (50-300 seats) and ghost kitchens that manually track inventory or use basic spreadsheets; chef/operations managers
Why Now?
Claude's vision capabilities make OCR of handwritten inventory logs viable, and restaurants are actively seeking sustainability practices post-COVID as customer expectation rises
What's Missing
Existing solutions require manual data entry or expensive POS replacement; there's no lightweight, AI-first tool that learns from a restaurant's historical waste patterns to predict spoilage windows
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