​🎯 For product & UX designers designing AI products | 🕒 1,5 hours | 💵 $80 Standard / $45 Uxcel Pro

​Design better AI products — even if you’ve never worked on one.

​AI is making its way into more product experiences, but most designers haven’t been taught how to design for it. How do you build trust when outputs are probabilistic? What does “good UX” even mean when the system might be wrong?

​This workshop breaks it down.

​Led by Florian Boelter, Staff Product Designer at Juro, we’ll go hands-on with real UX patterns and decision-making tools you can use when designing AI-powered features — from uncertainty and fallback states to human-in-the-loop workflows.

​We’ll work through a practical, hands-on exercise where we critique and redesign an AI product experience together. Whether you’re preparing for your first AI project or want to build a strong case study for your portfolio, this is where to start.

​🧠 What You’ll Learn

• ​Practical AI UX patterns: Learn concrete interaction patterns for uncertainty, confidence, fallback states, and human-in-the-loop workflows.

• ​A clearer decision-making toolkit: Understand how to make design decisions when AI output is imperfect, unpredictable, or partially wrong.

• ​Stronger AI product judgment: Leave with a better sense of why many AI products feel bad and how to design experiences that actually help users.

​🕒 Agenda

• ​Framing the Problem (10 min)
  Why AI changes product UX, what designers are responsible for, and how this session will help.

• ​Core Patterns for AI UX (15 min)
  Learn the key patterns for trust, control, failure, and confidence — visible in FigJam for reference.

• ​Live Product Critique (20 min)
  Identify weak spots in a flawed AI interface and map them to the patterns we just covered.

• ​Redesign Workshop (20 min)
  Propose smarter alternatives using AI UX patterns — with a focus on usability, not polish.

• ​Live Implementation & Review (15 min)
  Florian builds on your ideas live, showing how to translate thinking into functional UI.

• ​Wrap-Up & Real-World Application (10 min)
  How to apply this in portfolios, product work, and pitching ideas to your team or clients.

​👤 Who Should Attend

​For UX and product designers looking to upskill in AI by learning how to design for AI products, not just to use AI as a design tool.

​⚙️ Toolstack

• ​FigJam

• ​Zoom

​🎙️ Meet the Instructor

​Florian Boelter is the founder of Open Doors and a Staff Product Designer at Juro, where he has been designing and shipping AI-powered product features for some time now. His work focuses on translating complex, probabilistic systems into clear, usable, and trustworthy user experiences.

​Known for sharing high-signal frameworks and practical thinking, Florian helps designers navigate ambiguity, make better product decisions, and design responsibly for emerging technologies. His approach is grounded in real-world constraints, shipped work, and hands-on experimentation bridging UX, product thinking, and AI-driven systems.

​🤝 Brought to You By

​​​​​​​​​​​Uxcel is an online platform where UX and product professionals upskill through interactive, gamified learning. Level up your UX, product and AI skills with expert-led courses at your own pace, earn certificates, and join a strong community of product professionals committed to lifelong learning.

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​📌 Notes

• ​All workshops come with a full recording. Live participation is highly encouraged, but not required.

• ​Planning to expense this session? Please purchase using your company card, as we might be unable to issue invoices post-purchase.

• ​Tickets are non-refundable once the session starts.