AI-powered prototyping

Move from sporadic AI experiments to systematic mastery.
Most designers have tried tools like ChatGPT. Few use AI systematically across their workflow. This intensive 3-hour workshop transforms how you work – from research to prototyping.
Course is held in central Helsinki. The exact location will be emailed to participants at least two weeks before the course. Lunch is included.
Course is limited to 30 participants.
All experience levels welcome – from AI-curious to active experimenters.
Complete research synthesis that used to take days. Generate more concept variations during ideation. Prototype interactive experiences significantly faster.
Identify patterns across user research more systematically. Ask better research questions. Surface insights that manual analysis might miss.
Use AI as an ideation partner to break through creative blocks. Explore more directions before committing. Maintain your design judgment while leveraging AI capability.
Understand when to use AI – and when not to. Know which tasks benefit from AI assistance versus human expertise. Recognize and avoid generic outputs.
Move from scattered experiments to integrated workflows. Develop repeatable processes you can build on. Create patterns you can share with your team.
Learn the systematic framework for getting consistently excellent results from any AI tool at any stage of the design process.
Transform how you develop skills using AI as a personal mentor and strategic thinking partner.
Accelerate user insight gathering—plan research studies, synthesize findings, and uncover patterns faster than ever.
Generate and iterate on UX and service concepts using AI as your creative catalyst.
Draft, visualize, and test design concepts at unprecedented speed across early mockups and interactive prototypes.
Matias helps design teams build AI maturity thoughtfully and effectively. Over the past several years, he’s guided design teams at companies like KONE, Siili, Sanoma, and Futurice through their AI adoption journey. He has trained over 1000 designers across 20+ organizations on AI.
Background: 15 years in design and strategy. Former Design Director at Idean (now part of frog), strategist at N2, and analyst at Facebook (now Meta).
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