Thank you for the article, very interesting especially because it brings the topic of Agentic AI outside the demo and into a context where an error can have real economic consequences.

Linking the agent's autonomy and automation to actions for which an error is reversible also through rollback or human in the loop is actually an intelligent way to manage this process. For example, it makes me think of dynamics related to autonomous driving, which over the years has had to deal with errors and responsibilities and still hides some legal grey areas.

Off topic aside, retrieving through APIs and deterministic tools elements that should not be interpreted and the ground truth is equally important. Actually, progressively increasing autonomy while reducing the possibility and consequences of errors seems like an oxymoron, but by reasoning element by element and introducing guardrails we can gradually get closer to it.

Congratulations again and thank you for the article