Cover Image for Workshop | Practical Patterns for Better User-AI Interactions
Cover Image for Workshop | Practical Patterns for Better User-AI Interactions
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Workshop | Practical Patterns for Better User-AI Interactions

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

In this hands-on workshop, you’ll learn how to design AI features that guide users clearly through tasks — from the moment they type a prompt to the way they move through multi-step flows. You’ll explore how to help users express their goals with confidence, reduce confusion, and make AI feel easier to use.

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.

By the end, you’ll walk away with tools and techniques to create smooth, intuitive user-to-AI interactions, no matter what kind of product you’re working on.

📌 Participants are eligible for a special bundle deal that includes access to this workshop and Designing AI Outputs & Optimization led by Mary.

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


🧠 What You’ll Learn

  • Techniques to guide user input and build trust in AI workflows

  • How to structure dynamic, intuitive user-to-AI interactions

  • Real-world patterns for designing adaptive, agentic flows


​🕒 Agenda

  • Welcome & Intro

  • Why AI Design Matters: What makes AI experiences succeed or fail. Discover common pitfalls and what designers can actually influence.

  • Guiding User Intentions: Help users express their goals with clarity and confidence. We’ll cover contextual prompts, intention mapping, reducing friction, and creating predictable, trust-building flows that feel intuitive and adaptive.

  • Structuring AI Workflows: Explore templates, dynamic pre-fills, agentic interfaces, and stepwise interaction patterns that guide users through complex tasks seamlessly.

  • Hands-On Exercise: 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.

​​​​​​Interested in hosting an event with us? Apply here.

Join our Discord community of 6,500+ UX and product professionals and start connecting today.

​​​​​​Catch up on past events and stay connected with us on LinkedIn, Instagram, and Twitter for more updates!

Avatar for Uxcel Events
Presented by
Uxcel Events
Uxcel's UX and product community. Learn together, collaborate, and create meaningful connections with creatives worldwide.
18 Went