Most companies that invested in AI over the last three years built chatbots. The problem was never the technology. It was the use case.
The Chatbot Trap
A chatbot is a reactive, single-turn system. An agentic AI system is fundamentally different: it plans, executes sequences of actions, uses tools, calls APIs, and iterates until a goal is achieved.
Where to Start
The highest-ROI starting points are almost always customer service, lead qualification, document processing, and internal knowledge retrieval.
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