PERSPECTIVE

Building the AI-enabled experience

Building the AI-enabled experience design workflow for in-house teams

Organizations are rapidly adopting AI, but improving individual tasks does not automatically improve how experience work moves from customer insight to delivery. This perspective explores why redesigning the experience design workflow, not simply adding AI tools, is the next stage of AI adoption, helping in-house teams strengthen collaboration, improve consistency, and create greater business value while keeping the human in the loop.

What you'll learn

  • Identify where AI supports each stage of the experience design workflow
  • Connect research, design, development, and continuous improvement more effectively
  • Evaluate AI maturity through workflow integration and business value
  • Recognize common pitfalls that limit AI adoption across teams
  • Prioritize workflow redesign over isolated AI tool adoption

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