Quick answer
Choose a process that is frequent, rules-based, measurable, and painful enough that people will notice the improvement.
Score opportunities by useful friction
The best first automation is rarely the most impressive one. Look for a repeated process with clear inputs, predictable decisions, visible delays, and an owner who can validate the result. Examples include intake, stock alerts, statement preparation, appointment reminders, approval routing, and report assembly.
Estimate current volume, time per transaction, error cost, and exception rate. This makes the opportunity concrete and prevents automation theatre.
- Frequent enough to matter
- Rules clear enough to test
- Inputs available and trustworthy
- Human owner available for exceptions
- Outcome measurable after launch
Keep a human path for exceptions
Automation should make normal work faster while giving unusual cases a clear review queue. A process that silently fails is less reliable than a slower process that makes uncertainty visible.
Frequently asked questions
What should not be automated first?
Avoid high-risk decisions with unclear rules, poor data, or serious consequences until the business has defined controls, review, and fallback procedures.
How do you measure automation success?
Compare cycle time, error rate, completion rate, exception volume, and user effort before and after implementation.
Sources and further reading
Next step