Rosenverse

This video is only accessible to Gold members. Log in or register for a free Gold Trial Account to watch.

Log in Register

Most conference talks are accessible to Gold members, while community videos are generally available to all logged-in members.

How AI will Change DesignOps Tooling
Gold
Tuesday, October 3, 2023 • DesignOps Summit 2023
Share the love for this talk
How AI will Change DesignOps Tooling
Speakers: Louis Rosenfeld , Billy Carlson , Jon Fukuda and Maria Taylor
Link:

Summary

AI's impact on DesignOps tools: forget the if part--we've squarely moved on to when and how. The real question is this: are you ready for how AI will change your work as a DesignOps professional? Join us for a panel discussion with the companies that are envisioning or already utilizing artificial intelligence to dramatically change the practice of Design Operations.

Key Insights

  • AI is best framed as a powerful junior assistant rather than an autonomous intelligence in design operations.

  • Limina uses AI primarily for operational support like onboarding, marketing, and synthesizing contract details, avoiding client data input.

  • Environmental impact is a key consideration in adopting AI, as AI technologies have significant carbon footprints relevant to organizations pursuing sustainability certifications like B Corp.

  • Balsamiq focuses on low-fidelity wireframing and is cautious about rushing AI integration due to ethical and market pressures.

  • Ethical concerns about AI include potential job displacement, intellectual property issues, and legal risks raised by hallucinated AI outputs.

  • AI can enhance onboarding by offering personalized, self-service chat interfaces that provide only relevant context and documentation as needed.

  • Current AI tools aid UX research by automating transcription and summarization but cannot yet reliably generate deep user insights without expert oversight.

  • AI is poised to act as a conversational interface or connective tissue linking design systems across disciplines such as design, engineering, and product management.

  • Successful AI integration requires human experts to train and guide AI with precise prompts and taxonomies to avoid bias and irrelevant output.

  • Organizations may develop proprietary AI models specialized to their internal knowledge bases and workflows, requiring roles like AI engineers dedicated to that purpose.

Notable Quotes

"People tend to forget that the A in AI stands for artificial, which is basically fake intelligence."

"Think of AI more like a junior associate, a really powerful one, not a replacement."

"We haven’t put any client data into generative AI — just information about our own organization and processes."

"AI itself has a very large carbon footprint, so we have to balance adoption with our environmental goals."

"We’re experimenting but not yet planning AI product releases; the space is so open and exciting."

"There’s a difference between generating prompts and actually generating useful design outputs that fit your unique vision."

"We see AI as a tool that can quickly sketch ideas and ask thoughtful questions to take designs to the next level."

"The relationship with AI is like having a gopher or minion — don’t give it the final decision."

"AI can serve as a conversational broker, helping non-designers interact naturally with design systems."

"AI is a great automated assist, but it is not yet an insight generator like we hope for in UX research."

Ask the Rosenbot
Sam Yen
Driving Organizational Change Through Design? Do more of this and less of that
2017 • Enterprise Experience 2017
Gold
Dan Willis
Theme 3: Intro
2024 • Enterprise Experience 2020
Gold
Kit Unger
Theme 1 Intro
2022 • Design at Scale 2022
Gold
Jemma Ahmed
Theme 2 Intro
2022 • Advancing Research 2022
Gold
Dave Hoffer
UX Job Search AMA #2 with Joanne Weaver and Dave Hoffer
2025 • Rosenfeld Community
Aurobinda Pradhan
Introduction to Collaborative DesignOps using Cubyts
2022 • DesignOps Summit 2022
Gold
Sam Proulx
Understanding Screen Readers on Mobile: How And Why to Learn from Native Users
2023 • Enterprise UX 2023
Gold
Terry Buckman
Wargaming (An Introduction)
2023 • Enterprise Community
Ellie Krysl
Planned Right. Managed Right. Designed Right.
2023 • Enterprise UX 2023
Gold
John Cutler
The Alignment Trap
2023 • Design in Product 2023
Gold
Robin Beers
Research as a Catalyst for Organizational Transformation
2021 • Advancing Research 2021
Gold
Jim Kalbach
Jazz Improvisation as a Model for Team Collaboration
2017 • DesignOps Summit 2017
Gold
Libby Maurer
Treating Diversity & Inclusion in Hiring as a Design Problem
2019 • Enterprise Community
Nidhi Singh Rathore
Embracing participation to unlock deeper truths in commercial research
2025 • Advancing Research 2025
Gold
Marieke McCloskey
User Science: Product Analytics & User Research
2021 • Advancing Research 2021
Gold
Kate Towsey
ResearchOps AMA with Kate Towsey & Jake Burghardt
2025 • Advancing Research Community

More Videos

Mike Brzozowski

"Doomsday and alarmist messaging just make people feel helpless rather than empowered."

Mike Brzozowski Laura Palotie Steve Isley Nancy Tsang

UX in everyday products: Empowering climate conscious choices

July 17, 2024

Luke Roberts

"Sometimes the power lies in choosing not to give energy to certain system dynamics."

Luke Roberts Christian Bason, Ph.D. Amanda Woolley Ben Reason

Panel Discussion

December 4, 2024

Matt Webb

"What makes it different is that it doesn’t run sequentially; you give it a goal and it decides how to achieve it."

Matt Webb

Context Window: Five Futures for AI

June 11, 2025

Erika Flowers

"Cross-silo communication is huge because AI is only as good as the permeable membrane between data."

Erika Flowers

AI-Readiness: Preparing NASA for a Data-Driven, Agile Future

June 10, 2025

Jim Kalbach

"Design sprints are popular because they give us a format; we don’t have to improvise how we’re collaborating."

Jim Kalbach

Jazz Improvisation as a Model for Team Collaboration

June 4, 2019

Luca Rager

"Clyde runs every time there’s a change, generating libraries and tokens to keep everyone up to date."

Luca Rager

Empowering Gaming at Scale: How Xbox Builds Powerful, Automated, and Distributed Design Systems with Sketch

September 30, 2021

Jemma Ahmed

"We need to treat people as people, not users, because they are not a utility or a commodity."

Jemma Ahmed

Theme 2 Intro

March 26, 2024

John Cutler

"These aren't linear; every circle or box has multiple lines into it—our work does not fit neatly into trees or pyramids."

John Cutler

The Alignment Trap

November 29, 2023

"Many candidates are filtered out by ATS systems due to keyword matching that overlooks valuable but unconventional experience."

DesignOps and The Great Talent War of 2021

August 19, 2021