Building AI Agents That Actually Execute Workflows, Not Just Answer Questions

Building AI Agents That Actually Execute Workflows, Not Just Answer Questions Most AI agent demos look impressive because the environment is clean. A user asks something. The model understands it. The agent calls a tool. A nice response comes back. It feels like automation. But in a real business, that is usually the easiest part. The harder question is not: Can the AI call an API? The harder question is: Should the AI call this API, with this data, under this condition, for this customer, at th