You already have working flows on your site: booking, checkout, cancellation, reschedule, upgrade.
Your users already know how to use them.
Form replay lets a chatbot use them too — without you exposing a new API, rewriting your frontend, or trusting an LLM to click buttons directly.
Instead of building a parallel integration surface, we learn how your existing form behaves, turn that into a replay plan, and then mechanically drive the form in the browser while the LLM stays in charge of language only.
Related: Introducing MimicBot — chatbots that actually do things.



