How to Integrate an AI Chatbot Into Your Application: A Practical Engineering Guide

AI chatbots are increasingly part of modern application architectures, not as standalone features but integrated interaction layers. When designed correctly, a chatbot can simplify user workflows, reduce friction, and act as a controlled interface to backend systems. This guide focuses on how to integrate an AI chatbot into an application from an engineering perspective, covering architecture, implementation steps, and operational considerations without relying on vendor-driven narratives.