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
Denise Jacobs
Interactive Keynote: Social Change by Design
2024 • Enterprise Experience 2020
Gold
Joel Branch
Humanizing AI: Filling the Gaps with Multi-faceted Research
2021 • Advancing Research 2021
Gold
Amy Marquez
INVEST: Discussion
2018 • Enterprise Experience 2018
Gold
Janelle Estes
UX Research Trends
2021 • Advancing Research Community
Joerg Beringer
Scaling User Research with AI: Continuous Discovery of User Needs in Minutes
2025 • DesignOps Summit 2025
Gold
Stefanie Owens
Optimizing for Outcomes: Transformation Design in Systems at Scale
2024 • Advancing Service Design 2024
Gold
Trisha Terhar
Empathizing with the Empowered: Non-Researcher Responses to Democratization
2022 • Advancing Research 2022
Gold
Maria Taylor
Knowledge is Power: Managing the Lifeblood of the Design Org
2023 • DesignOps Summit 2023
Gold
Dr. Jamika D. Burge
A Genuine Conversation about the Future of UX Research
2024 • Advancing Research Community
Shreya Dhawan
Making service tangible: the fastest path to higher performance
2025 • Advancing Service Design 2025
Gold
Shan Shen
Translating UX Terms into Business Contexts
2023 • Design in Product 2023
Gold
Christian Crumlish
Afternoon Insights Panel
2022 • Design in Product 2022
Gold
Catt Small
What's Next for ICs: Exploring Staff and Principal Designer Roles
2024 • Rosenfeld Community
Louis Rosenfeld
Coffee with Lou
2024 • Rosenfeld Community
Chris Hodowanec
Agile + User Experience: How to navigate the Agile landscape as an UX Practitioner
2022 • Civic Design 2022
Gold
Mark Interrante
AI for Prioritization (3rd of 3 seminars)
2024 • Rosenfeld Community

More Videos

Dan Donald

"Design systems are not a straight jacket, they free you from repetitive work to focus on bigger problems."

Dan Donald

Design Systems as a Vehicle for Systemic Change

June 1, 2023

Barb Spanton

"Don’t kill grandma is our mantra reminding us the stakes of the tiny design details we face every day."

Barb Spanton

Doing Work That Matters: A Look Beyond The Idealistic Notion of 'Doing Meaningful Work'

June 10, 2022

Laura Smith

"Rather than handing off work, our designers and developers work side by side through sketching, testing, and iteration."

Laura Smith Tom Gayler

Embedding Service Design and Agile Practice within UK Planning Teams to Create Services that Last

December 3, 2024

Marjorie Stainback

"Democratization is not about researchers losing jobs. It’s about increasing learning velocity and impact."

Marjorie Stainback Kelsey Kingman

Transforming Strategic Research Capacity through Democratization

October 24, 2019

Victor Lombardi

"Learning scientific domain knowledge requires humility—being willing to say ‘I don’t get it, can you explain differently?’ and asking dumb questions."

Victor Lombardi Ted Booth HK Dunston Andrew Otwell

Bridging Design and Climate Science

February 14, 2024

Jennifer Bolduc

"Having honest conversations about where you want to grow can turn around a relationship or project."

Jennifer Bolduc Diane Gregorio Emily Day

What's involved with getting people back to work?: A panel discussion

July 1, 2021

Dane DeSutter

"The environment can disrupt critical interactions, like when Stacey gets caught up in cords and takes her eyes off the patient."

Dane DeSutter

Keeping the Body in Mind: What Gestures and Embodied Actions Tell You That Users May Not

March 26, 2024

Julie Baher

"We created a pop-up design studio in the cafe to trade coffee and cupcakes for employee input."

Julie Baher

Culture Change—My Journey

May 14, 2015

Kate Stern

"My design Ops superpower is the ability to simplify incredibly complex processes, problems, and ideas."

Kate Stern

Scaling Learning for the Future

September 9, 2022