We’ve gone from UI (look)UX (feel)AX (think + act).

Agentic Experience (AX) Design is about creating systems that don’t just respond, they collaborate. Instead of designing static interfaces, you’re designing intelligent partners that help users achieve intent.

If you’re a designer, this is your chance to get ahead of the curve.

Why AX Design Matters

AI tools are shifting from assistants to agents.

They anticipate what users want, take action, and adapt on their own.

That’s creating new roles like:

  • AX Designer

  • Agentic UX Researcher

  • AI Interaction Architect

If you can blend design thinking with AI behavior logic, you’ll be designing the experiences that define the next decade.

How to Practice AX Design This Week

1. Break Down Agentic Workflows

Forget screens, you should map intent flows.

Think in terms of:

  • User goal: what the person wants

  • Agent action: what the system does

  • Feedback loop: how the experience improves

2. Prototype with AI Tools

Get hands-on.

Use:

  • UX Pilot to visualize agent behaviors

  • n8n, Zapier or Make to simulate logic (or try the newly released ChatGPT Agent Builder)

  • Replit, Lovable, Emergent or Figma Make, to build real prototypes

You’ll learn faster by designing with AI, not just for it.

3. Think Beyond the Screen

AX design is as much about boundaries as visuals.

Define:

  • What the AI can and can’t do

  • How it explains its reasoning

  • How the interface changes with context

A good AX system feels natural and aligned, not intrusive or “too smart.”

4. Start Your AX Portfolio

Swap wireframes for intent maps and agent personas.

Include:

  • Agent behavior rules

  • Dynamic user flows

  • Ethical interaction notes

Your portfolio should prove you understand co-agency, not just UI hierarchy.

Your Action Plan

This week:

  1. Pick any existing app you use.

  2. Imagine it had an AI agent inside.

  3. Redesign one user flow to include that agent.

  4. Document your process, and add it to your portfolio.

The best way to learn AX is to practice and publish. Every experiment builds authority.

Final Thought

Agentic Experience Design isn’t replacing UX, it’s expanding it.

Those who start building AX systems today will be the ones designing the future of interaction.

If you haven’t yet, check out these two essential videos on Youtube!
Dive deeper with the AI Tooltip Community:

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