What Is a Conversational AI Chatbot, and Why Do Most Enterprise Bots Fail in India?
What does a conversational AI chatbot actually do? A customer messages a bank on WhatsApp late in the evening: "EMI ka due date kya hai aur late fee lagega kya?" A scripted bot replies with a five option menu, none of which fit. The customer waits for the call centre to open the next day. A conversational AI chatbot reads the intent behind that Hinglish sentence, pulls the due date from the core banking system, checks the late fee rule and replies in the customer's language. That is the difference between a bot that talks and a bot that resolves. For enterprises, three capabilities define the category: language understanding, system integration and workflow execution. A bot missing any one of them stays a small tool. Why do chatbots struggle with Indian languages? Indian customers rarely write in clean, single language sentences. A user in Pune mixes Marathi and English in one line. Someone in Patna types Hindi in Roman script. Voice adds accents, background noise and ...