AI Friction Labs builds AI roleplays that push back. Students explain, defend, argue, and persuade when the conversation isn't easy, receive a cognitive audit, and go again. Have the hard conversation here first. Start free, assign through Canvas, browse by discipline.
AI Friction Labs gives every student and every employee reps at the hard conversations. AI roleplays push back, and a cognitive audit follows each rep. Assign them across a program or organization, see who is ready, and pass scores to the Canvas gradebook.
AI Friction Labs builds AI roleplays that push back, for higher education and professional training. Describe a concept in one sentence and the builder turns it into a roleplay, or choose one from a library built by discipline in healthcare, skilled trades, business, education, and more. Bring us a situation from your course or workplace and we'll help you build one.
| Item | Detail |
|---|---|
| What we build | AI roleplays that push back |
| Five ways to practice | Teach it, Defend it, Argue it, Sell it, Hold your ground |
| Feedback | A cognitive audit after every rep |
| Library | 100+ roleplays and growing, by field and skill |
| Free account | One question about where you work, then showcase roleplays in healthcare, skilled trades, business, and education |
| Paid accounts | Groups, assignments, every score, and cognitive audit in one place, Canvas assignments with scores passed to the gradebook |
| Individuals | $8 per month for unlimited reps |
| Early numbers from pilot classes | 1,700+ reps, 24,000+ messages, 15 pilot institutions |
| Privacy | Verified security. Protected student data. FERPA and COPPA. |
| Next event | OLC Accelerate, booth 518, November 16 to 18, 2026 |
