The best automation candidates are rarely the flashiest. They are the high-volume, rule-based tasks that consume hours nobody tracks — data entry, status reporting, document routing.
Sequence beats ambition
Start with one process that is high-volume, low-exception, and already well documented. Prove the pattern, publish the before-and-after numbers, then expand. Organizations that begin with a moonshot spend their credibility before they build any.
Along the way, resist automating a broken process. Map it, simplify it, then automate what remains — in that order.
Measure in hours, report in mission
Track the staff hours returned, but report what those hours bought: faster case handling, cleaner audits, analysts doing analysis again. That is the story that sustains the program.