InventoryPilot AI is a production-grade AI copilot designed to securely manage enterprise data and automate supply-chain forecasting. It serves businesses and retailers by fusing dense vector search and keyword retrieval into a secure hybrid RAG system. This ensures absolute data isolation and prevents leaks in multi-tenant environments. It utilizes advanced Anthropic Claude tool-use agents for structured, real-time data streaming while maintaining strict security via content fencing to block injections. By incorporating WAPE-based mathematical logic, it delivers 80% accurate demand prediction intervals. This helps retailers avoid costly overstock and dangerous stockouts, transforming reactive data management into proactive, efficient, and cost-effective operations.