The Evolution of AI Systems — From Reactive Chatbots to Autonomous Agents

Introduction: The Quiet Revolution in AI A few years ago, interacting with AI felt fairly straightforward and a bit limited. Whether it was a customer support chatbot or a virtual assistant, these systems were fundamentally reactive. They responded to prompts, matched patterns and returned answers, but rarely understood intent beyond surface-level signals. Their usefulness was confined to well-defined scenarios and even slight deviations often led to frustrating experiences. For organizations this meant AI could assist but not truly augment decision-making or automate complex workflows...