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
Llewyn Paine
[Demo] Deploying AI doppelgangers to de-identify user research recordings
2024 • Designing with AI 2024
Gold
Harry Brignull
Beyond Clicks and Tricks: Why deceptive design has grown into a regulatory faultline
2026 • Rosenfeld Community
Zariah Cameron
ReDesigning Wellbeing for Equitable Care in the Workplace
2024 • DesignOps Summit 2024
Gold
Lija Hogan
Doing more with more: Lessons from the Front Lines of Democratization
2022 • Advancing Research 2022
Gold
Erin Weigel
UX Lessons from running more than 1,200 A/B Tests
2024 • Rosenfeld Community
Patrick Commarford
Design Staffing for Impact
2024 • DesignOps Summit 2020
Gold
Melinda Belcher
Bridging the Gap: Making the Most of the Differences Between Agency and Enterprise
2024 • Enterprise Experience 2020
Gold
Dave Hora
Research in the Face of Complexity: New Sensibility for New Situations
2025 • Rosenfeld Community
Scher Foord
Turn the Ship Around: How to Apply Design Thinking Across Your Organization
2021 • Design at Scale 2021
Gold
Erika Flowers
AI-Readiness: Preparing NASA for a Data-Driven, Agile Future
2025 • Designing with AI 2025
Gold
Matt Bernius
Trauma-informed Research: A Panel Discussion
2021 • Advancing Research Community
Kate Kalcevich
Integrating Accessibility in DesignOps
2024 • DesignOps Summit 2024
Gold
Jill Fruchter
Inconvenient Insights: The Researcher's Role is to Stay Curious
2023 • Advancing Research 2023
Gold
Gregg Bernstein
Opportunistic Research with Gregg Bernstein
2019 • Advancing Research Community
Abbey Smalley
Today’s Design Ops and Programs Landscape & Career Paths
2023 • DesignOps Summit 2023
Gold
Jennifer Kanyamibwa
Creating the Blueprint: Growing and Building Design Teams
2018 • DesignOps Summit 2018
Gold

More Videos

Victor Udoewa

"Community members giving their time sacrifice something far more valuable than paid professionals do."

Victor Udoewa

Radical Participatory Design: Decolonizing Participatory Design Processes

December 10, 2021

Jennifer Strickland

"Critical design thinking tools still have value if we consciously operate within and disrupt hegemonic spaces."

Jennifer Strickland Lesley-Ann Noel

Fireside Chat: How Design Addresses a World on Fire

March 18, 2022

Jon Fukuda

"If we strive for nobility and sacredness in our given vocations the world will rise to meet us."

Jon Fukuda

Theme One Intro

September 8, 2022

Dave Malouf

"AI won't replace design ops roles because we are building for real human needs requiring empathy and human creativity."

Dave Malouf Adrienne Allnutt Jon Fukuda Dominique Ward

The Future of DesignOps

January 8, 2024

Kevin Bethune

"We invited BCG’s clients to live with us in multidisciplinary innovation studios for 12 to 18 months."

Kevin Bethune

Reimagining Design: Unlocking Strategic Innovation

June 8, 2022

Bria Alexander

"Please put your questions inside the thread specific to the talk so we can keep everything organized."

Bria Alexander

Opening Remarks

November 17, 2022

Jemma Ahmed

"The insight and research community had such a hunger to keep growing and evolving to better amplify the voices of the people we seek to understand."

Jemma Ahmed

Theme 2 Intro

March 10, 2022

Catherine Blizzard

"We introduced 'go-to' people, like account managers, responsible for particular business areas to maintain relationships."

Catherine Blizzard

Using Integrated Insight to Drive Growth

March 10, 2022

Alastair Simpson

"Process is neither necessary nor sufficient for great design."

Alastair Simpson

Debunking the Myths of Cross-Disciplinary Collaboration

October 24, 2019