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
Frances Yllana
DesignOps–Leading the Path to Parity
2023 • DesignOps Community
Ned Dwyer
The Future of DesignOps is Tool Consolidation
2024 • DesignOps Summit 2024
Gold
Deanna Smith
Leading Change with Confidence: Strategies for Optimizing Your Process
2024 • DesignOps Summit 2024
Gold
Sam Proulx
SUS: A System Unusable for Twenty Percent of the Population
2021 • Design at Scale 2021
Gold
Simon Wardley
Maps and Topographical Intelligence
2019 • Enterprise Community
Louis Rosenfeld
How AI will Change DesignOps Tooling
2023 • DesignOps Summit 2023
Gold
Billy Carlson
Ideation tips for Product Managers
2022 • Design in Product 2022
Gold
Bria Alexander
Opening Remarks
2021 • Design at Scale 2021
Gold
Dana Bishop
2022: The Year UX Demonstrates its Business Impact
2022 • Advancing Research 2022
Gold
Matt Stone
Scaling Empathy, A Case Study in Change Management
2021 • Design at Scale 2021
Gold
Theresa Slate
Why Changing Hearts & Minds Doesn’t Work When Promoting DE&I Efforts, but Checklists Do
2023 • DesignOps Summit 2023
Gold
Mohammad Hossein Jarrahi
Contextuality problem: Exploring the Benefits of Qualitative and Quantitative Research
2023 • QuantQual Interest Group
Saara Kamppari-Miller
Key Metrics: Comparing Three Letter Acronym Metrics That Include the Word “Key”
2024 • DesignOps Community
Louis Rosenfeld
How to use the Rosenbot
2026 • Rosenfeld Community
Jilanna Wilson
Distributed Design Operations Management
2019 • DesignOps Summit 2019
Gold
Sha Hwang
The Lost Year
2021 • Design at Scale 2021
Gold

More Videos

Alfred Kahn

"In Procore, design moved from tasting the cake to baking the cake by being involved early in strategy and planning."

Alfred Kahn

A Seat at the Table: Making Your Team a Strategic Partner

November 29, 2023

Cassandra Piester

"You want to get really deep in the weeds with one team first, then move into a facilitation role to scale across teams."

Cassandra Piester

Developing and Deploying Your Design Operations Strategy

September 24, 2024

Mark Templeton

"The post-PC era has had more impact on enterprise UX and computing than any other factor in all history."

Mark Templeton

Creating a Legacy: the ultimate experience

June 9, 2017

Ana Ferreira

"Remote work is totally different from working from home during a worldwide pandemic."

Ana Ferreira

Designing Distributed: Leading Doist’s Fully Remote Design Team in Six Countries

January 8, 2024

Tim Frick

"The new B Corp standards require companies to do policy advocacy, end of story."

Tim Frick

The journey of building a sustainable design practice

April 23, 2025

"When I pitched the investment plan, CFOs and board members nodded because it was expressed in their language."

How to Identify and Increase your "Experience Quotient"

June 15, 2018

Karen McGrane

"The real value of AI in IA is as a collaborative tool requiring significant human support, not a magic knob to turn."

Karen McGrane Jeff Eaton

AI for Information Architects: Are the robots coming for our jobs?

November 21, 2024

Vicky Teinaki

"It comes down to confidence and comfort to articulate why something has value and whether it’s working or not."

Vicky Teinaki Michele Marut Tim Parmee

Short Take #3: UX/Product Lessons from Your Industry Peers

December 6, 2022

Joerg Beringer

"Product managers appreciate the jobs to be done desired outcome statements because they are not overly detailed but actionable."

Joerg Beringer Thomas Geis

Scaling User Research with AI: Continuous Discovery of User Needs in Minutes

September 10, 2025