The best first automation is usually not the most impressive demo. It is a recurring task with clear inputs, predictable steps and a meaningful cost when done manually.
1. Map the work as it happens today
Write down each step, who owns it, which tools are involved and where information is copied, delayed or lost. Avoid automating a process nobody has clearly defined.
2. Choose a bounded, repeatable task
Look for routine enquiries, status updates, data transfer, reminders or document preparation. Prefer work with stable rules and manageable exceptions.
3. Set a baseline
Estimate current volume, handling time, error frequency and delay. These measures help determine whether the change is useful rather than merely novel.
4. Keep people in control
Define what the automation may access and change, where approval is required and when a task should be handed to a person. Do not let an assistant invent facts or silently make high-impact decisions.
5. Pilot, review and improve
Start with a limited group or workflow, test edge cases, monitor failures and gather feedback. Expand only when the process is reliable and the benefit is clear.
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