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AI UX
Navigator

Designing with AI isn’t just new—it’s transformational.
 

A resource hub for UX leaders navigating AI-driven transformation. Get practical tools and frameworks for designing adaptive, ethical, and human-centered AI experiences

AI is changing how products behave. UX must change how we design

Traditional UX wasn’t built for probabilistic systems, adaptive interfaces or trust calibration.

AI UX Navigator bridges this gap with frameworks and tools drawn from real-world transformation experience.

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The 4 critical shifts for AI UX transformation

UX isn't simply evolving—it's fundamentally shifting. Effective AI implementation requires coordinated transformation across four dimensions that together form an integrated system.

These four interdependent shifts—Strategic, Research, Design, and Collaboration—form the foundation of modern AI UX leadership.

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AI UX Navigator | 2025

When aligned, they create momentum across teams, processes and organizations - turning isolated AI features into cohesive, adaptive experiences that build trust and unlock AI's potential.

Shaping the shift

Practitioners across diverse roles each play a part in shaping the future of AI UX. This guide equips them with the tools to lead that transformation.

Leaders

guiding teams through AI transformation 

Researchers

designing studies for adaptive systems and trust  

Designers

creating interfaces that reflect uncertainty and learning

PMs and Leads

aligning interdisciplinary teams around shared goals

What you'll find here

Molecules Security

The AI UX guide

Structured resources to help teams navigate mindset shifts, design patterns, and organizational adaptation

 

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Frameworks & Tools

Ready-to-use frameworks, assessments, and exercises to ground the work in daily practice

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Case studies & Insights

Real-world lessons from teams designing in AI contexts—offering perspective and nuance

 

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Community & Resources

A place to exchange ideas, ask questions, and learn alongside others shaping this space

Join the AI UX community!

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​Everyone is navigating AI UX for the first time—there’s no established playbook.

 

By sharing insights, challenges, and practices, we’re co-creating the guide we all need.

 

Contribute Your Experience:

  • How is your team designing with AI?

  • What new workflows have you tried?

  • What’s working—and what isn’t?

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What teams are saying

The Four Shifts framework provided exactly the structure we needed to align our UX and AI teams around shared goals. It's transformed how we approach AI feature development.
– Director of Product Design, Enterprise Software
Finally, practical guidance that goes beyond theory. The ready-to-use templates saved us weeks of trial and error.
– UX Research Lead, Fintech Startup​​
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