AI becomes useful when it becomes part of the process.
A tool is not enough. You need context, limits and a check of the result.
The starting point
A language model can help read, organise and generate information. Its response must still be assessed against a specific purpose.
From intention to method
Give each task authorised input, an expected format for the result, and time and cost limits. A well-written output does not prove that a task is complete.
The next action
Keep versions of results and review decisions. Traceability helps improve the process and understand where human intervention adds value.