​🕒 90 min | 👥 Limited to 50 seats | 💵 €89 Standard / €60 Uxcel Pro (bundles available)

​Once AI has done its job, how do we present the output in ways that feel helpful, human, and intuitive?

​In this hands-on workshop, you’ll learn how to design AI outputs that feel smart, helpful, and human. We’ll explore how to make AI responses more adaptive and personalized — so users feel understood, not overwhelmed.

​You’ll be guided by Mary Borysova, Product Designer at Amazon with 12+ years of experience in tech and a track record of designing for complex, high-impact systems like healthcare and enterprise tools.

​You’ll dive into practical ways to optimize how AI interacts with users — from response flows to visual feedback and interface behavior.

​By the end, you’ll walk away with clear techniques to make your AI features feel more responsive, trustworthy, and easy to use.

​If you're a Uxcel Pro member, please use your registered email address when purchasing the ticket.

​​🧠 What You’ll Learn

• ​How to present AI output in human-centered, adaptable ways

• ​Strategies to improve engagement and usability in AI responses

• ​Optimization techniques for fast, trust-building interaction loops

​​​🕒 Agenda

• ​Welcome & Intro

• ​Designing Interactive AI Features: Discover how to make AI outputs feel responsive, context-aware, and human-centered. Learn about adaptive interfaces, personalization strategies, and designing for agency and trust.

• ​Optimizing AI Interactions: Deep dive into Interaction flows, visual affordances, and dynamic responses to optimize engagement, and efficiency.

• ​Hands-On Exercises: Apply what you’ve learned to a concrete AI feature challenges.

• ​Q&A + Wrap-Up: Recap key takeaways and leave with clear next steps to apply what you’ve learned.

​👤 Who Should Attend

​​This session is ideal for UX, UI, and product designers who want to design better AI experiences.

​​​🎙️ Meet the Instructor

​Mary Borysova is a London-based Product Designer at Amazon with 12+ years of experience in tech product design — 7 of those spent specializing in healthcare. She’s worked with VC-backed startups, unicorns like PandaDoc, and corporates like CVS Health. Her background spans both business growth and human-centered design.

​​Mary’s writing on behavior design has been read by over 100,000 readers on Medium. She brings deep practical knowledge and a refreshing, candid take on what it really means to design for health.

​​​🤝 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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