Compare human-only and AI-assisted workflows carefully

A human-only versus AI-assisted comparison needs comparable tasks and a record of preparation, review and correction work on both sides.

A practical procedure

1. Use the same product information and a matched set of buyer questions.

2. Record answer accuracy, completion time and human work required before and during the session.

3. Describe differences in audience, operator familiarity and failures before drawing a practical conclusion.

Worked example: a fictional session

A fictional trial compares twenty fixed questions and includes the time spent checking assistant answers rather than counting generated replies alone.

Check the limits

One trial cannot establish that either workflow is always faster or more accurate.