DukaanLens is an AI-powered inventory assistant tailored for small Indian retail and wholesale shops (kirana, hardware, electronics). It digitizes paper invoices using Google Cloud Gemma 4 with strict human confirmation gates, multi-stage product matching, duplicate detection, atomic ledger tracking, deterministic low-stock reorder alerts, and a natural Hinglish/Hindi/English voice assistant designed for seamless mobile operation.
This is the link for prototype - https://dukaanlens.embarko.app/