Video Topic
A workflow is not ready for agents until it can be explained, clear, reviewed, and auditable.
Core idea
Point 1
Agent-readiness is not about whether the model is smart. It is about whether the workflow is legible.
Point 2
Can the process be executed without hidden context? Are owners clear? Are approvals written down? Are context sources trusted? Is evidence captured?
Point 3
If the answer is no, the first step is not automation. The first step is diagnosis.
Point 4
A good audit shows which parts of the workflow can be automated, which require human review, and which are too fragile to touch yet.
Point 5
That is how you move from AI experiments to agent-ready execution.