Choose one scenario
For example, draft a sales message from public product information. Bound the inputs, output and human review. Do not start by uploading a confidential customer database.
Comparison criteria
Measure baseline time and error types. Track factual accuracy, completeness, suitability and review time separately. A fast draft followed by extensive correction may deliver little real saving.
Retain human judgement
Assign an accountable reviewer. Do not use AI text as the sole basis for financial, legal or sensitive decisions. Document usage boundaries and training needs after the pilot.