The idea

“Dynamic Expiry Intelligence for Supermarkets 💡 Problem Supermarkets throw away huge volumes because they use static shelf-life rules and blunt markdown timing. Solution AI that predicts the optimal time to markdown perishables and reroute stock before expiry. Examples: chicken discounted 8 hours earlier yogurt moved to another branch strawberries repriced dynamically 1. Introduction – What Kigüi Does Kigüi is an artificial intelligence platform designed to optimize the daily operations of supermarkets and retailers by combining data analysis, automation and in-store execution. Using key inputs such as historical sales, stock levels, expiration dates and shelf images, Kigüi turns data into clear priorities, predictive alerts and concrete actions for in-store teams. 2. Why Kigüi Is Different Unlike traditional solutions that only report information, Kigüi acts as the retail copilot, prioritizing what truly matters in order to: prevent waste caused by product expiration avoid stockouts and shelf gaps ensure the correct execution of promotions free up operational time so teams can focus on strategic tasks 3. How Kigüi Works: Technology and Process A. Data Collection Kigüi automatically integrates multiple data sources: 📌 Real-time inventory and stock levels 📌 Historical sales data by SKU 📌 Expiration dates and rotation curves 📌 Shelf images and planograms This combination provides a complete and accurate view of each product and store. B. AI and Machine Learning Analysis The platform uses AI algorithms to: ✅ Detect demand patterns and expiration risk ✅ Estimate the probability of stockouts by SKU ✅ Identify gaps in shelf execution ✅ Prioritize actions with real business impact All of this is translated into predictive alerts and clear recommendations for in-store teams. C. In-Store Execution Kigüi doesn’t just inform — it guides daily action. The app and control panel provide: 🟢 Daily checklists and missions for store teams 🟢 Real-time alerts on operational priorities 🟢 Task completion verification 🟢 Price, label and expiration control 🟢 Photo evidence and activity tracking This turns daily work into a sequence of clear, measurable tasks. We convert expiring inventory into automated revenue recovery with zero added store labor. Instead of telling humans to markdown, we build systems where action happens automatically or where incentives clearly improve.Integrate with existing POS / loyalty apps / e-commerce channels. When expiry risk rises: prices update automatically offers pushed to loyalty users nearby bundles created automatically No staff app needed.”