AI Chatbot Architecture: What's Behind a Bot That Works | Clickmasters

Multi-turn context, slot-filling for structured tasks (bookings, lookups), and session handoff so users never repeat themselves to the human who takes over.

Order lookups and account actions come from governed APIs, never model guesses; accuracy and resolution rates are measured on real transcripts before and after launch.

Skipping the discipline this article describes until an incident, audit, or stalled project forces it — every practice above is cheaper adopted early than retrofitted under pressure.