Evidence This Works (Not Theory)
304+ designers across 7 cohorts and 9 countries have proven this approach works.
Why 80% of AI Training Fails
Most AI training teaches skills, then abandons you at THE GAP.
What They Teach
More prompting tutorials will make you confident
Skills expire in 6 months. Muscle memory, peer accountability, and mental models last years.
What They Teach
You can learn AI alone from YouTube
Transformation requires seeing your blind spots through peer eyes. Something solo learning can't provide.
What They Teach
Tools are the answer to AI anxiety
80% of designers never bridge "I know" to "I do." We focus on THE GAP with behaviour change design.
This work was born out of regret & reflection
Hand on heart – I couldn't say the AI I'd designed hadn't caused harm.
I'd worked on 4 AI projects before ChatGPT launched. Proud of them.
Then came an Ethics of AI lecture at London School of Economics. As the professor detailed real-world harms... it felt like ice water. I recognised my own work in the case studies.
I wanted to prevent other designers feeling that same chill of regret.
AI Flywheel exists because ethical AI can't stay stuck in policy documents – it needs to reach the people actually building it.
— Riley Coleman, Founder
Three Pathways (Based on Where You Are)
Choose your pathway based on where you are right now, not where you think you "should" be.
What Our Graduates Say
Frequently Asked Questions
The Flywheel is Spinning. Join Us.
304+ designers across 7 cohorts and 9 countries.