Automation gets sold as a goal in itself. It is not. Some tasks are worth automating, many are not, and automating a broken process just makes it produce mistakes faster.
The test
A task is worth automating when it is frequent, rule-based, and costly when forgotten. All three. Miss any one and the effort usually is not repaid.
A monthly report that takes twenty minutes is frequent but cheap to forget. A complex negotiation is costly but not rule-based. Neither is a good first candidate.
Where the answer usually lands
Reminders. Payment due, follow-up due, renewal due. Frequent, entirely rule-based, and expensive when missed. Almost always the highest-value thing to automate first.
Recurring data entry. The same information typed into two places. Automate the second entry, or stop needing it.
Routine reports. If someone spends an hour every Monday rebuilding the same figures, that hour is recoverable immediately.
Where automation usually disappoints
Anything needing judgement. Pricing decisions, handling an unhappy client, deciding whether to extend credit. Automating these produces confident wrong answers.
Processes nobody actually follows. If the current process only works when one particular person is in the office, automating it just encodes the dependency.
Things you do twice a year. The setup will cost more than the task ever will.
Fix the process first
The most common automation failure is skipping this. If leads are recorded inconsistently, automated follow-up will chase incomplete records and skip the rest. Automation amplifies whatever process it sits on, including the flaws.
Start with one thing
Pick a single task that clears all three tests, automate just that, and let it run for a month. Businesses that try to automate everything at once usually end up with several half-configured systems and a team that has quietly gone back to the old way of working.
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