Agencies benchmarking their own sales report a consistent pattern: owners hesitate at fully autonomous, unmonitored systems and approve projects that build in review steps, performance tracking, and escalation.
What it means for an SMB
This isn't caution for its own sake. Review steps are how you find out whether the AI is actually right — and they're the evidence you need before letting it run on its own.
A practical pattern:
- Start supervised. AI drafts, a person approves.
- Measure. Track accuracy and how often drafts are sent unedited.
- Promote narrowly. Let the AI act alone on the lowest-risk task types first.