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What should a business automate first?

Start with a repetitive, well-defined task whose result is easy to check.

Look for a stable pattern

Automation works best when rules are clear. Creating a report from structured data or synchronising a catalogue can be good candidates. If each case requires a different decision, understand those exceptions first.

Design for errors too

What happens when data is missing or a service does not respond? Automation should record its actions, avoid duplicates and allow review of cases it cannot resolve. A useful notification explains what failed and what action is needed.

Measure before expanding

Record the time spent on the task and common errors before changing it. Test with a small dataset and review results. Keep a manual path while validating the process and document who is responsible for supervision.

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