
AI Munshi is a WhatsApp bot that keeps a shopkeeper's udhaar ledger in Roman Urdu. A shopkeeper or customer sends a plain chat message or a voice note, and AI Munshi records the entry in Google Sheets and calculates the balance automatically. No app to install, no register book to lose and no end-of-day counting. AI Munshi has been live on a real business WhatsApp number since 6 October 2026 and is in daily use. It is the clearest example of what our chatbot work looks like when it leaves the demo stage.



