Why acacia90 exists

1. AI can do more work than before.
2. More capability can still create more human burden.
3. The question is shifting from “what can AI do?” to “where should people still matter?”
4. acacia90 focuses on increasing team capacity without reducing human agency.
5. The practice is tested through real products and workflows.
6. This is an evolving practice, not a finished doctrine.

More automation is not always less work

AI can produce more.

That does not always mean people do less.

Sometimes faster execution creates:

• more review
• more decisions
• more outputs to manage
• more uncertainty to resolve
• more responsibility for checking what AI produced

This is one of the reasons acacia90 exists.

The goal is not simply to automate more work.