The best starting point is not the newest tool. It is the work people repeat, the information customers wait for, and the decisions that take too long because the signals are scattered.
Automate the repeatable, not the unclear
If a process is confused, automation can make confusion move faster. Start with work where the rules are known, the customer need is clear, and the team can check quality easily.
Use AI to support people, not remove judgement
Good uses include summarising notes, spotting repeated themes, drafting clear updates, routing common requests, and helping leaders see patterns. Human judgement still matters where context, trust, or risk is involved.
Measure whether effort really falls
The test is simple: are customers getting clearer help, and are teams spending less time on repeat work? If not, the tool may be adding another task rather than removing one.