UX for AI: A Framework for Product Design Workshop

Unlock the secrets to AI project success in this immersive, full-day workshop. Drawing from insights across 32 UX for AI projects, Greg will empower you with essential UX design skills to lead your next AI endeavor.

You will work on your own use case, applying a set of essential UX techniques and experiencing firsthand a dynamic microcosm of the typical UX for AI design process. This workshop will demonstrate and give you hands-on practice in all of the core techniques you will need for your next project:

  • Learn how to identify the right AI use case: Learn to pinpoint the most impactful applications for AI.

  • Practice a new lean UX for AI design workflow: Learn how to adapt core UX methods for AI-driven projects. 

  • Create Compelling Use-Case Storyboards: Visualize and communicate your AI concepts clearly.

  • Leverage the "Value Matrix": Train AI models that reflect human values.

  • Utilize Proven Design Techniques to Drive Decision-Making: Master established UX for AI techniques like Digital Twin.

  • Design an LLM Copilot: Learn pitfalls and best practices. (This section alone is worth the price of admission.) 

  • Design an Advanced Data Visualizations UI: Practice effectively conveying complex AI predictions and insights for your use case.

  • Optimize Team Structure: Ensure your team is set up for success.

By the end of the day, you will have a comprehensive understanding of the UX for AI design process and be ready to apply these techniques to your own projects. According to Forbes, 85% of AI projects fail. Don't let your next project become another statistic -- equip yourself with practical tools and strategies to lead your next UX for AI project to success!

Prerequisites
Desire to draw and explore. Familiarity with basic design and research techniques is helpful.

Target Audience
All skill levels are welcome, but mid-level practitioners and advanced UX, Product, and Development leaders will likely get the most out of this session.

Takeaways

  • Identify the right AI use case

  • Deploy effective research techniques for AI applications

  • Create use-case storyboards

  • Leverage the “Value Matrix” to train AI models with human values

  • Harness established UX for AI design patterns like Digital Twin

  • Design your own AI Copilot

  • Deploy advanced Data Visualizations to communicate AI predictions and insights

  • Structure your team for optimal project success and impact, and learn how to get “a seat at the table.”

Agenda

What are you hoping to learn in this workshop? (Discussion, 10 min)
How to F*ck up Your AI Project -- in 8 Easy Steps! (Slides, 45 min)
Storyboarding (Slides, 15 min)
Draw your Storyboard (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 15 min)

Break (5 min)

Digital Twin (Slides, 15 min)
Draw your Digital Twin (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 15 min)

AI Copilot Design (Slides 20 min)
Draw your Copilot Design (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 15 min)
Morning Session Wrap-up (Discussion, 5 min)

Lunch Break (1 hour)

Using a Short-Hand UI Notation to document your UI for AI tools (Slides, 5 min)

AI Design Patterns for Sorting, Autocomplete, etc. (Slides, 10 min)
Draw your AI Prediction Design (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 10 min)

AI Design Patterns for Forecasting and Seasonality (Slides, 10 min)
Draw your AI Prediction Design (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 10 min)

AI Design Patterns for Anomaly Detection (Slides, 10 min)
Draw your AI Anomaly Detection Design (Group Exercise, 10 min)
Group presentation and feedback (Discussion, 10 min)

Break (5 min)

RITE Testing of paper prototypes (Slides, 5 min)

Individual design exercise — get your prototype ready for testing (Individual Exercise, 10 min)
Testing 1:1 with another participant (re-mix groups: test different group’s prototype/idea) (Exercise, 5 min)
Testing 1:1 with another participant (switch roles) (Exercise, 5 min)

Disciplined Brainstorming technique (Slides 5 min)

Individual design exercise — how many iterations can you come up with in 10 minutes based on user testing feedback? (Individual Exercise, 10 min)
Re-testing 1:1 with another participant (re-mix groups: test different group’s prototype/idea) (Exercise, 5 min)
Re-testing 1:1 with another participant (switch roles) (Exercise, 5 min)

Q&A/Wrap up: Insights? Next Steps? Advanced AI patterns, use case selection, biases, value matrix, setting up the team around mentorship, getting up into vision prototyping, filing patents, RITE, impostor syndrome, etc.? (Discussion: 15 min/remaining time)

Upcoming Dates

Presented At

Workshop: AI in Search UX: A Framework for Product Design
04/22/24 Haystack Search Conference, Charlottesville, Virginia

Workshop: UX for AI: A Framework for Product Design
03/16/24 UX Copenhagen, Copenhagen, Denmark

UX for AI: A Framework for Product Design
12/06/23 Rosenfeld Media, 3-Day Virtual Workshop

Testimonials from UXLx in Lisbon

“UX for AI by Greg Nudelman (https://lnkd.in/dVGf9eEp) - Insightful perspectives on designing user experiences tailored for AI applications.”
— Alex Faundez (https://www.linkedin.com/posts/faundez_uxlx2024-ux-design-activity-7201518211496861696-taCZ?utm_source=share&utm_medium=member_desktop)

“Greg Nudelman: Forward-thinking ideas for reimagining our UX process, encouraging a shift from repetitive UI tasks to strategic UX design strategy.”
— Laura Graham (https://www.linkedin.com/posts/laura-graham-765b406_uxlx-userexperience-designcommunity-activity-7201192500655529984-OiJv?utm_source=share&utm_medium=member_desktop)

“Thank you Greg Nudelman and Aaron Irizarry for your great workshop sessions on UX for Ai and on Effective Design Teams.”
— Katrin Ellice Heintze (https://www.linkedin.com/posts/activity-7201154293511376896-0U76/?utm_source=share&utm_medium=member_desktop)

“Another favorite was Greg Nudelman's "AI by Design" workshop, showcasing how to storyboard, identify AI use cases, and create digital twins.”
— Shahrukh Khan (https://www.linkedin.com/posts/shahrukhkhan07_just-came-home-from-lisbon-and-what-activity-7200969521086504960-98Fp?utm_source=share&utm_medium=member_desktop)

“🛠️ Hands-on Workshops: Practical, engaging sessions that equipped us with innovative tools. Loved Service Safari by Flaminia Del Conte and UX for AI by Greg Nudelman.”
— Sabrina S. (https://www.linkedin.com/posts/activity-7200781769015537664-Ym_e?utm_source=share&utm_medium=member_desktop)

Video Testimonials from SXSW

Learning in Action

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