Why most chatbots are frustrating
Most chatbots fail because they are built to chat, not to answer. They respond with a wall of generic text, do not remember the conversation, and cannot actually reach into your data — so customers give up and the business still gets the same phone calls.
Building one that actually helps
A support assistant that works is a narrow task machine: it answers the questions your team already answers, backed by your real information, and passes the genuinely complex cases to a human with context attached. It knows when to stop pretending it knows.
The metrics that matter are not 'conversations handled' but deflection — how many real enquiries were resolved without a human, and how much average response time dropped. That is the number that pays for the build.
