Choose a task with a reviewable output
Consider drafting a routine message, organising non-sensitive notes or creating an outline from approved material. The reviewer should know what a good result looks like. Avoid starting with work where an error could create a serious consequence and nobody can reliably check it. Identify the owner and the approved tool before introducing a workflow.
Explain the task in business terms
State the objective, audience, relevant context and desired format. Include constraints that matter, such as using only supplied material or flagging missing information. A polished response to a vague request may still be unusable. Clear instructions give both the AI tool and the employee a more definite standard for evaluating the result.
Review facts, relevance and tone
Check factual claims against reliable sources and examine whether the response actually addresses the task. Look for missing qualifications, invented details and inappropriate wording. Do not assume that fluent language establishes accuracy. Keep human approval before material is sent to customers, used in decisions or published under the organisation’s name.
Evaluate the complete workflow
Count the time spent preparing, checking and correcting the output, not just the time to generate it. Compare quality and effort with the original method. Record where the tool helps and where it introduces rework. Training should leave participants with a tested working practice and clear boundaries, rather than a list of impressive demonstrations.
Worked example: Drafting a follow-up without inventing commitments
A fictional employee asks an approved tool to draft a customer follow-up from non-sensitive meeting notes. The instruction says to flag missing dates rather than invent them. The employee checks every commitment and revises the tone before sending. The value is a useful first draft within a controlled workflow, not an autonomous customer communication process.
Put it into practice
- Choose a low-risk task with a clear reviewer.
- Use approved tools and appropriate material.
- Check facts, omissions and tone.
- Compare total effort and final quality.