Design Patterns For AI Interfaces In 2026

Vitaly Friedman

Senior UX Lead with European Parliament

Design AI features that actually work for people.

As product teams launch AI features in products, they too often rely on good old-fashioned chatbots. However, these AI experiences are often painfully slow, the responses are generic and users have to meticulously explain to AI just what exactly they need — over and over and over again. We can do better.

In this course, we’ll explore design patterns for effective AI features and what designers need to know about AI to design effective AI experiences. We'll explore AI limitations and constraints, frequent usability and accessibility issues, how to deal with voice UIs — and how to orchestrate AI UX with guardrails and permissions.

You’ll leave the course with a toolbox of practical techniques and examples to apply to your projects right away — and the design process to design AI features that people understand, trust, value and use.

Interactive workshop includes:

🪴 100s of practical real-life examples

🔬 Recent UX research on AI usability and accessibility

🎯 Practical, hands-on projects to apply your learnings

👋 Live interactive sessions and live feedback

👫 Detailed answers to all your questions

🧰 Toolbox of practical patterns and examples

🏅 Well-deserved certificate for your hard work

What you’ll learn

How to design useful AI features that people understand, use and trust — with 100s of real-life examples and practical UX guidelines.

  • Hands-on assignments, live with people around the world — with UX challenges from real-world projects.

  • How people use AI interfaces, main slowdowns, blockers, usability and accessibility issues.

  • Get under the hood of how AI works and learn how design choices can shape (or derail) AI output.

  • Why chatbots don't work well, why chatbot UIs can be more frustrating than helpful — and what we can use instead.

  • Everything you must know about AI to design feasible and viable AI features that people understand, trust, value and use

  • High interaction cost of prompt engineering, context awareness, capability awareness and AI discoverability

  • Where AI typically lives and how to help people provide better input, make sense of AI output and refine it to match user's needs well.

  • How to support decision-making and complex workflows — with guardrails, permissions, approval flows and human in the loop.

  • Why linear customer journeys often don't map well with AI features, and how we need to change our process to design AI loops instead.

  • Design strategies that build confidence and clarity around AI behaviors and decisions.

  • How transparency, better reasoning traces, consensus meters and transparency increase retention of AI features

  • How to signal and label AI-generated content, and make it work with human-written, curated content

  • How to design AI features and experiences from scratch — with AI Design Canvas, ranging from data collection to gathering feedback

  • How companies design and implement AI features in their products, where they fail and succeed

  • Why linear customer journeys often don't map well with AI features, and how we need to change our process to design AI loops instead.

  • How to bring AI into the product, from data collection and data cleansing to designing AI loops and user flows.

  • Agentic UX — how to support decision-making and complex workflows — with guardrails, permissions, approvals and human in the loop

  • How teams measure the quality of AI UX and how valuable and reliable AI features actually are for end users

Learn directly from Vitaly

Vitaly Friedman

Vitaly Friedman

Senior UX Lead with European Parliament, founder of SmashingMag.

Worked with
European Parliament
Lexware
Otto Group
Axel Springer SE
SmashingConf

Who this course is for

  • Product designers who want to understand the constraints of AI and how to design effective AI experiences that people trust and use.

  • UX Leads who want to learn how to design feasible and effective AI features that don't frustrate people but help them get their work done.

  • Interface designers who want to boost their AI design skills and understand what makes a truly incredible AI experience.

What's included

Vitaly Friedman

Live sessions

Learn directly from Vitaly Friedman in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

Certificate of completion

Share your new skills with your employer or on LinkedIn.

Maven Guarantee

This course is backed by the Maven Guarantee. Students are eligible for a full refund up until the halfway point of the course.

Course syllabus

11 live sessions • 36 lessons

Week 1

Jan 19—Jan 25

    Let's get to know each other!

    1 item

    Jan

    22

    👋 Optional: Let's get to know each other!

    Thu 1/226:00 PM—7:00 PM (UTC)
    Optional

    AI Project Assignment

    1 item

Week 2

Jan 26—Feb 1

    What Designers Should Know About AI

    6 items

    Jan

    27

    ⚡ Live Workshop

    Tue 1/276:00 PM—8:00 PM (UTC)

    Jan

    29

    👋 Optional: Open Hour

    Thu 1/296:00 PM—7:00 PM (UTC)
    Optional

Free lesson

Design Patterns For AI Interfaces cover image

Design Patterns For AI Interfaces

Understanding AI Interfaces in 2025

The current state of AI interfaces, common challenges, and user expectations.

Guide AI Behavior and User Intent

Master techniques to shape AI output and help users articulate their goals through prompt engineering and templates.

Integrate AI Seamlessly into Products

Discover how to embed AI into your product smoothly.

Learn from Real AI Interfaces

See what works (and what doesn’t) by exploring real-world examples of AI interfaces.

Schedule

Live sessions

6 hrs / week

Includes ideation, strategic planning, designing and studying.

    • Thu, Jan 22

      6:00 PM—7:00 PM (UTC)

    • Tue, Jan 27

      6:00 PM—8:00 PM (UTC)

    • Thu, Jan 29

      6:00 PM—7:00 PM (UTC)

AI Projects

4-6 hrs / week

Live sessions with collaborative and individual work on projects

Video lessons

4-6 hrs / week

Watching quality video recordings with examples, design patterns, incl. manually written English subtitles

Success stories

  • Vitaly is better than ever, and we get to watch it all from the comfort of home! The course is so fun and immersive you won’t even notice you’re learning. You’ll feel like you’re getting to have a one-on-one conversation with one of the greatest design and development educators.
    Testimonial author image

    Anna E. Cook

    Senior Product Designer
  • “So much of expertise in one place!”. Vitaly has been a relentless force for good in the digital design space for years now. With this beautifully captured video series, so much of his expertise is in one place. There is something for everyone here!
    Testimonial author image

    Ben Callahan

    Design Systems Specialist, Designer
  • As usual, Vitaly shines in what he does best: being a wonderful teacher and thought leader in the field. Vitaly takes time to explain foundational concepts and moves us to more complex ideas and applications. Every lesson has a downloadable and gorgeous file to keep for reference.
    Testimonial author image

    Alma Hoffmann

    Associate Professor at University of South Alabama
  • Years of research and experience by one of the most prolific members of the web community has been distilled and condensed into this course. So whether you’re a designer or a developer who frequently works with designers, you’ll find something in this course for you. Take this course; you won’t regret it.
    Testimonial author image

    Sara Soueidan

    Web UI and Design Systems Engineer

Frequently asked questions

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$995

USD

Jan 19Feb 27
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