Video Topic
A model can generate, classify, draft, summarize, and route. That does not mean it has the right to act.
Core idea
Point 1
The first mistake companies make with agents is confusing capability with authority. The demo works, the model responds, and the workflow looks faster. But nobody has answered the operational question: who gave this system permission to act?
Point 2
That is where risk enters. If an agent drafts, routes, sends, approves, or escalates without clear boundaries, the company has not automated work. It has automated ambiguity.
Point 3
The fix is not another prompt. The fix is the approval layer: identity, authorization, approved context, risk class, human review, evidence, and attribution.
Point 4
Before agents touch real work, map the workflow. Who owns it? What sources count as truth? Where does approval live? What evidence is required before, during, and after execution?
Point 5
That is what the Agent Readiness Audit is built to answer.