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2c54e1a 8 min read

The Signs That Your AI Implementation Is Going Wrong

Seven signs an AI rollout is drifting, visible from the CEO or CTO chair and easy to file under "early days" — flat usage, a climbing bill with nothing to show, prototypes everywhere, and a cost conversation that never asks about effect.

aiadoptionleadership
028ba11 7 min read

7 Signs Your AI Adoption Is Working That No Usage Dashboard Shows

Seven observable signs that an AI rollout has landed — longer reviews, teams asking for the business, story points going quiet, a change of direction that is not a crisis — none of which a usage dashboard shows.

aiadoptionleadership
7722f13 7 min read

Your AI Rollout Worked. The Money Is One Step Further Up

Speeding up development is only the first constraint an AI rollout removes. The bigger return sits one step further up, in requirements and how work moves between people.

aiadoptionleadership
8404303 9 min read

Choosing AI Is a Small Decision. Adopting It Is the Real Work.

Handing out licences finds the two or three already using AI and calls it a rollout. The real work is the harness: built alongside the code, owned by the team.

aiadoptionleadership