Repeated work is rarely one clean task
A repeated workflow often contains invisible judgement: checking a source, interpreting an exception, asking for missing context, or deciding who should own the next step. If these moments are ignored, automation moves ambiguity faster rather than removing it.
Trace the route before selecting tools
Map the trigger, the inputs, the transformation, the exception path, the review point, and the handoff. Ask which parts are stable enough for automation and which parts depend on policy, judgement, or incomplete information.
Choose the smallest useful intervention
The first automation may be a better intake form, a structured handoff, or a review dashboard. A workflow becomes safer and more useful when the team can observe it before asking it to operate at greater scale.