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
Cennydd Bowles
Responsible Design in Reality
2021 • Design at Scale 2021
Gold
Sha Hwang
The First Fifty Years of Civic Design
2022 • Civic Design 2022
Gold
Onur Kocan
Understanding the Strategy for Civic Design in a Complex City: Istanbul
2022 • Civic Design 2022
Gold
Kristen Guth, Ph.D.
Out of the FOG: A Non-traditional Research Approach to Alignment
2023 • Advancing Research 2023
Gold
Fisayo Osilaja
[Demo] The AI edge: From researcher to strategist
2024 • Designing with AI 2024
Gold
Sheryl Cababa
Integrating Systems Thinking Into Your Practice as a Designer
2025 • Rosenfeld Community
John Maeda
About Design Organizations
2019 • DesignOps Community
Peter Merholz
The Mysterious Case of the Missing UX Career Path
2022 • DesignOps Community
Gabriela Barneva
Operationalizing Inclusive Design in Service Design
2025 • Advancing Service Design 2025
Gold
Victor Lombardi
Bridging Design and Climate Science
2024 • Climate UX Interest Group
Andy Polaine
What is the role of service design in product-led organizations?
2024 • Advancing Service Design 2024
Gold
Robert Fabricant
Shifting dynamics: The evolving relationship between researchers, participants, and organizational systems
2025 • Advancing Research 2025
Gold
Greg Petroff
Everything is About to Change: Software as Material
2016 • Enterprise UX 2016
Gold
Chris Engledowl
A Mixed Method Approach to Validity to Help Build Trust
2023 • QuantQual Interest Group
Courtney Maya George
Scale Your Organization and Grow Your Designers
2022 • DesignOps Summit 2022
Gold
Peter Merholz
The Trials and Tribulations of Directors of UX
2023 • Enterprise Community

More Videos

Yoel Sumitro

"Researchers were obsessed with scientific rigor while designers used balance, feelings, or intuition as their rigor."

Yoel Sumitro

Actions and Reflections: Bridging the Skills Gap among Researchers

March 9, 2022

Jeff Sussna

"How you make service is part of what you make; functionality and operability become one inseparable experience."

Jeff Sussna

What DesignOps Can Learn From DevOps

November 6, 2017

Bill Scott

"Agile needs a brain, and that brain is the continuous customer feedback loop."

Bill Scott

Lean Engineering: Engineering for Learning and Experimentation in the Enterprise

May 14, 2015

Hugh Dubberly

"The average car today has 60 to 100 sensors generating a terrifying amount of data that will increasingly make its way to the cloud."

Hugh Dubberly

Problems with Problems: Reconsidering the Frame of Designing as Problem-Solving

June 19, 2019

Boon Yew Chew

"Good services are verbs, bad services are nouns – using verbs helps users know where they are in the workflow."

Boon Yew Chew

Making Sense of Systems—and Using Systems to Make Sense of the Enterprise

June 6, 2023

Dan Willis

"People remember beginnings and ends of experiences better than the middle."

Dan Willis

Enterprise Storytelling Sessions

June 14, 2018

Jorge Arango

"The whole should be greater than the sum of the parts, but achieving that requires intentional design and leadership."

Jorge Arango

Meeting of the Waters: Designing for Successful Inorganic Growth

August 12, 2021

Sam Proulx

"Timely interactions that log users out without saving progress cause abandonment, especially for people with disabilities."

Sam Proulx

Online Shopping: Designing an Accessible Experience

June 7, 2023

Sofia Quintero

"We made it a priority from day one to support data exports so customers can leave without wasting weeks migrating data."

Sofia Quintero

The Product Philosophy Behind EnjoyHQ

March 10, 2021