Most launches labeled AI agent are chatbots in costume. A real agent is architecture: goals, tools, permissions, memory, and feedback loops. Stop chasing the label. Start mapping the workflow instead.
Only a fraction of firms have shipped AI agents, yet most plan to. Hallucination rates and breach data say the same thing: autonomy without a second loop is not scale. It is exposure.
