Map exceptions before automating

List what can go wrong

Include missing inputs, ambiguous decisions and unavailable services. Identify the point where an automated action should stop.

Give exceptions an owner

Create a review path with enough context for a person to continue the work. Keep unresolved items visible rather than silently retrying.