Redesign the job, do not just speed it up
In McKinsey's 2026 survey, nearly three-quarters of high performers said they had redesigned their workflows because of AI, against just one-quarter of other respondents. This shows the two go together, which is a correlation. It does not prove that redesign causes better results.
A simple first plan
- Pick one job you do every week, such as answering enquiries or chasing invoices.
- Write each step down, and who does it.
- Remove or merge the steps that only pass work along.
- Let AI draft or do the rest, with a person approving anything that leaves the business or touches money.
- After a month, count the hours saved.
Mistakes to avoid
- Buying a tool before you know the job.
- Automating a messy process just as it is.
- Letting AI send or pay with nobody checking.
- Not measuring, so nobody knows if it worked.
Keep people in charge
Choose tools that show their work, ask before they act and keep a record of what was done. Avoid any tool that sends email or moves money without a person saying yes.
Sources
- The State of AI in 2026: On the Road to ROI. McKinsey & Company. Published 25 August 2026.
Last checked: 4 October 2026.