AI Fluency & Building · AI Adoption
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Task 1 of 2
A complete AI rollout guide for a small business.
What to do
Write an AI adoption playbook for a 10–50 person business you choose: approved tools, which tasks to use AI for, review rules, brand voice rules, data rules, and a 90-day rollout plan with success metrics.
You’ll make
Done looks like
A 5–10 page playbook with a 90-day rollout plan and clear success metrics.
Task 2 of 2
Two weeks of AI adoption with a real team.
What to do
Run a 2-week AI adoption pilot with a real group (a family business, club or startup team). Track which tasks used AI, time saved and quality, then publish a case study of what worked, what failed and why.
You’ll make
Done looks like
A usage tracker and a published case study covering results, failures and lessons.
Learn before you build
Free course
Free courses, including AI Fluency and Model Context Protocol, with certificates.
Free course
University of Helsinki's free intro to AI, with a free certificate.
Free course
Andrew Ng's non-technical GenAI course. Free to audit.
Article guide
How to design AI into products and workflows people can trust.
Article guide
Practical research on how people actually work with AI.
Article guide
Real data on which tasks people use AI for at work.