MagpieInsights

Overview

AI-powered business intelligence platform that extracts structured transaction data, customer profiles, and outstanding payments from WhatsApp conversations using multi-agent LLM pipelines. Supports bilingual Roman Urdu + English queries with real-time answers and voice input. Built with Next.js, LangChain, LangGraph, and WhatsApp Business API.