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From UX to AX: The design imperative for the agentic enterprise

Overview

For decades, digital experiences have been built around one assumption: every interaction begins and ends with a human.

That assumption no longer holds.

AI agents are increasingly completing purchases, submitting forms, orchestrating workflows, and making decisions on behalf of people. Yet most enterprise systems were never designed for them.

Unlike humans, AI agents do not interpret visual cues or recover from missing context. They rely on structured information, clear permissions, and persistent context to execute successfully. When those elements are missing, the agent fails, and so does the user it represents.

This shift calls for more than better UX. It requires Agentic Experience (AX), a new design discipline that extends traditional UX to support both human users and AI agents while embedding trust, governance, and accountability from the outset.

In this whitepaper, you'll explore how enterprises can rethink experience design for the agentic era and build systems that are resilient, transparent, and ready for intelligent collaboration.

1. Why does user-centered design fall short in the agentic enterprise?

Traditional UX assumes a human is at the center of every interaction. Today, enterprise systems increasingly serve both humans and AI agents. While humans bring context and judgment, agents depend on structured signals, persistent context, and explicit permissions. Designing for one without the other creates friction and failure.

2. What is Agentic Experience (AX)?

Agentic Experience extends UX by designing for two participants: humans and AI agents. It emphasizes persistent context, outcome-driven interactions, built-in governance, and trust, enabling intelligent systems to act responsibly on behalf of people.

3. Why is governance essential to AX?

As organizations delegate more decisions to AI agents, governance becomes a design requirement, not a compliance exercise. Effective agentic systems embed transparency, authority boundaries, auditability, and oversight into their architecture from the very beginning.

In this eBook, we take a deep dive into

  1. Why human-centered design breaks down in the agentic era
  2. The three foundational shifts shaping Agentic Experience (AX)
  3. Why delegation changes the ethics of experience design
  4. Five principles for designing trustworthy agentic systems
  5. How governance becomes a continuous capability, not a deployment checkpoint
  6. What AX adds to UX and what the agentic transition demands from enterprises