AI can find your data. It can’t read your mind. AI agents can already reach into your CRM, your warehouse, and your ERP, and with standards like MCP , that list keeps growing. Access is solved. Understanding is not. An agent can retrieve every record in your pipeline and still give your CRO the wrong answer, not because the data is bad, but because it doesn’t know what you mean by “pipeline.” Agents without semantics don’t fail loudly. They deliver confident answers to the wrong question. “Pipeline” means something different at every company Ask an executive, “How is pipeline looking this...

Source: The New Stack