Conversational AI in Online Travel Agencies — Beyond Chatbots
I've spent the better part of two decades watching travel technology evolve, and nothing has excited me quite like the shift we're seeing right now in conversational AI. For years, online travel agencies have deployed chatbots that amount to glorified FAQ systems — useful for checking baggage policies or finding a booking reference, but fundamentally limited in their ability to understand what travellers actually need.
The technology landscape has changed dramatically. Large language models with tool-calling capabilities are enabling a new generation of travel agents — not the scripted, button-driven interfaces we've grown accustomed to, but genuinely conversational systems that can orchestrate complex planning workflows. I'm not talking about incremental improvements to existing chatbots. I'm talking about a fundamental reimagining of how we help people discover, plan, and book travel experiences.
The Limits of Traditional Travel Chatbots
Most travel chatbots I encounter still operate on intent classification and slot-filling architectures. A user types "I want to go to Paris," the system recognises a destination entity, and it presents a search form or asks for dates. This works fine for straightforward queries, but it breaks down the moment someone asks something open-ended like "Where should I take my family for a week in March that's warm but not too touristy?"
