Insights

Notes on designing businesses for the AI era.

Written for the people making the decision, not the people selling the tools. Where AI actually belongs in a business, where it does not, and what has to be true before any of it works.

Not Everything Should Be Automated

Ashley Cloud

Published on: 03/09/2026

Not everything should be automated. Learn how to separate human-led, AI-enabled, and AI-executed work so automation improves the business instead of weakening it..

automationAI agentshuman in the loopcustomer experience