Start here with AI adoption at work

Hey Adopter,

You want to put AI to work, but finding the right place to begin can take longer than trying the thing itself.

Pick the problem in front of you, read one piece, and use it this week. Free and paid posts are marked before you click.

You need AI adoption to stick across a team

AI Adoption Isn’t a Training Problem. It’s a Habit Problem. Free. Start here if training ended but the old habits stayed.

When leadership says “go” but means “figure it out yourself” Free. For teams with support in principle but unclear tools, budget, or boundaries.

AI Doesn’t Fail at the Technology. It Fails at the Manager. Free. Why the direct manager decides whether a rollout reaches the team.

Seven lessons from two years of watching AI rollouts succeed and stall inside real companies Paid. Connect daily use, business goals, written processes, and leadership behaviour.

For more tools you can bring to the team, browse Resources.

You need a practical workflow you can run

Stop bolting AI onto broken workflows Free. Redesign the work before adding another tool.

Stop guessing which process to automate first Paid. A five-prompt chain for scoring processes before building.

The 10-minute Setup That Stops Your Team Rewriting AI Outputs Paid. Set clearer output rules for email, meeting notes, and client updates.

What to Ask Before You Build an AI Agent Team Free. Four questions to answer before the pilot.

Keep going through AI Workflows.

You want to see what companies tried

Make Your Team’s Know-How Easier to Find. A Lesson From Toyota. Paid. Toyota’s engineering assistant, including where the public evidence stops.

Memorial’s AI champion left. What survived matters more. Paid. Focused tools, ownership, and continuity after a champion leaves.

Inside the bank where employees built 20,000 AI tools in 18 months Paid. BBVA’s bottom-up adoption model inside a regulated company.

The Spurs cleared the AI productivity dip in six months Paid. The gap between promising pilots and measurable company results.

Browse the full Case Studies collection.

Start with the section that sounds most like your week. Then test one useful move with your team.

Adapt & Create,
Kamil

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