How to identify repetitive work worth automating without making the process harder for the team.
Choose a repeated handoff
The best first automation is often the handoff between two people or systems: a lead arriving, a task being assigned, a reminder being missed, or a report being prepared by hand.
Keep an owner in the loop
Automation should remove repetition while leaving decisions with the person who owns the outcome. Define what happens when data is missing, a customer replies, or an exception needs judgment.
Measure the saved effort
Track response time, completed follow-ups, errors, and the hours no longer spent copying information. Those measures tell you whether the next automation is worth building.

