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
Natalia Radywyl
Co-Designing New Power in Australia's Public Sector
2022 • Civic Design 2022
Gold
Corey Long
Hiring in DesignOps: A Critical Study on How to Hire and Get Hired
2024 • DesignOps Summit 2024
Gold
Catt Small
Craft a Vision that Actually Gets Shipped
2026 • Rosenfeld Community
Amy Paris
Delivering Equity: Government Services for All Ages, Languages, Sexual Orientations, and Gender Identities
2021 • Civic Design 2021
Gold
Alla Weinberg
People Are Sick of Change: Psychological Safety is the Cure
2023 • DesignOps Community
Sarah Williams
A Framework for CX Transformation
2021 • Design at Scale 2021
Gold
JJ Kercher
A Roadmap for Maturing Design in the Enterprise
2018 • Enterprise Experience 2018
Gold
Gabriela Barneva
Operationalizing Inclusive Design in Service Design
2025 • Advancing Service Design 2025
Gold
Amy Parness
Scaling Sustainability: Complementary strategies that drive long-term success
2025 • Climate UX Interest Group
Iram Shah
Closing Keynote: The View from the Top
2019 • Enterprise Experience 2019
Gold
John Calhoun
Bring your DesignOps Story to Life! The Definitive DesignOps Book Jam
2023 • DesignOps Summit 2023
Gold
Anne Mamaghani
How Your Organization's Generative Workshops Are Probably Going Wrong and How to Get Them Right
2023 • Advancing Research 2023
Gold
Malini Rao
Lessons Learned from a 4-year Product Re-platforming Journey
2021 • Design at Scale 2021
Gold
George Abraham
Design Systems To-Go: Reimagining Developer Handoff, and Introducing App Builder (Part 2)
2021 • DesignOps Summit 2021
Gold
Gina Mendolia
Coordinated collaboration: a Service Design & DesignOps love story
2025 • Advancing Service Design 2025
Gold
Ricardo Martins
Unlocking the power of advanced quantitative methods
2025 • Advancing Research 2025
Gold

More Videos

Maria Rosala

"We have been good with not having fake or hallucinated answers so far, and retaining context is key."

Maria Rosala Shivanjali M.

Research Repositories

March 12, 2026

Paul Pangaro, PhD

"If you don't have shared language and values, you can't coordinate your actions or agree on what to do."

Paul Pangaro, PhD

Systems Disciplines: Table Stakes for 21st Century Organizations

June 6, 2023

Jeff Sussna

"Far too often security fails because we forget people are involved."

Jeff Sussna

What DesignOps Can Learn From DevOps

November 6, 2017

"We are like three legs of a chair: product, engineer, and UX all contribute to stability."

Product and Design at Bloomberg: A 15-year Evolution

December 6, 2022

David Cronin

"One sign of evidence that you've passed an inflection point is when you hire me as a consultant."

David Cronin Uday Gajendar Peter Morville Kendra Shimmell

Discussion

May 13, 2015

Adam Thomas

"Stop, pivot, or invest early—these are the survival metric decisions that save companies."

Adam Thomas

Survival Metrics – Making Change in a Fast, Data-Informed, and Politically Safe Way

December 6, 2022

Bria Alexander

"If you ever feel unsupported or unsafe, please let us know. It is our priority to make sure you feel protected and supported."

Bria Alexander

Opening Remarks

June 11, 2021

Gillian Salerno-Rebic

"This is advanced hypothesis generation putting you in the mindset and perspective-taking that good empathy always requires."

Gillian Salerno-Rebic Mark Micheli

Redefining Speed and Scale: How Accenture’s GrowthOS Uses AI-Simulated Insights to Reduce Risk and Accelerate Innovation

June 10, 2025

Abby Covert

"Translation is a traitor because meaning is lost in translation between design and code."

Abby Covert Tomer Sharon

Panel: Collaboration Tools

November 6, 2017