Practical starting points for better technology decisions.
Which task should you automate first?
Look for a frequent task with clear inputs and predictable rules. Measure how long it takes, list the exceptions, and identify who checks the result. A small pilot can reveal whether the saving justifies setup and maintenance.
What to prepare before building an app
Describe the user, the problem, and the smallest useful outcome. Separate essential features from later ideas. Agree on data ownership, platform needs, acceptance criteria, and ongoing responsibilities before development begins.
Where does an AI pilot begin?
Choose a narrow use case and representative examples. Decide how you will judge quality, which information can be used, and when a person must review the output. Include costs and exception handling in the evaluation.