Skip to Content
AI for UX
book

AI for UX

by Nadia Elinbabi
December 2026
Intermediate to advanced
200 pages
2h 5m
English
O'Reilly Media, Inc.
Content preview from AI for UX

Chapter 5. Develop Ideas: Ideation and Concepting

Ideation is where design is supposed to feel exciting again.

This is the part of the process everyone romanticizes. The whiteboards come out. The markers squeak. Someone says “there are no bad ideas,” and for a brief, beautiful moment, the room believes it. Ideation is what we point to when we need to explain why design is creative work and not just execution with better fonts.

And yet ideation is also where projects quietly lose their footing.

If you have spent any time in a design org, you have sat in the meeting where the energy was high, the sticky notes were colorful, and the output was . . . a lot of ideas that somehow all looked the same. A vague sense that progress was made, followed by weeks of rework once reality caught up. Good vibes. Questionable outcomes.

What usually goes wrong is not creativity. It is structure. Ideation is routinely asked to do too much at once: clarify the problem, invent solutions, align stakeholders, and magically surface the “right” answer before lunch. When that pressure builds, designers end up absorbing the cognitive load, translating chaos into coherence somewhere off to the side while everyone else debates whether the button should say “Submit” or “Continue.”

This chapter is about relieving that pressure by treating ideation as a designed system rather than a talent show. AI, used deliberately, helps you explore broadly, decide confidently, and move forward without losing the strategic ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

UX for AI

UX for AI

Greg Nudelman, Daria Kempka
Visualizing Generative AI

Visualizing Generative AI

Priyanka Vergadia, Valliappa Lakshmanan

Publisher Resources

ISBN: 0642572224561Errata Page