Automation is worth considering when a stable, repeated task consumes meaningful time, follows understandable rules, and has a clear owner for exceptions.
A good candidate
- happens often;
- uses consistent inputs;
- has a definable correct result;
- creates costly mistakes when skipped;
- can be monitored;
- still has a manual fallback.
A bad candidate
Do not automate a process that changes every week, exists only because nobody questioned it, depends on undocumented judgment, or touches sensitive systems without recovery controls.
Estimate the full cost: building, testing, vendor fees, correction, monitoring, and maintenance. A five-minute task performed monthly probably needs a checklist. A daily hour of copying data may justify a focused integration or tool.
Before automating, map where the information comes from, who checks it, what can go wrong, and how the work continues when the automation is unavailable. If the process currently depends on a fragile shared file, When a Spreadsheet Needs to Become an Application provides a related decision framework.
Computer 911 starts with the process and desired outcome, not a favorite platform. Discuss the workflow.
If AI is part of the idea, read AI Is More Than a Chatbot for practical ways it can fit inside an existing workflow without becoming an unowned experiment.