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
Taiye Akin-Akinyosoye
Amplifying voices and enhancing user research through group interviews
2025 • Advancing Research 2025
Gold
Patrizia Bertini
The (r)evolution of designOps: It’s Time to Think (really) BIG
2025 • DesignOps Summit 2025
Gold
Farid Sabitov
Theme Four Intro
2022 • DesignOps Summit 2022
Gold
Mark Interrante
AI for Prioritization (3rd of 3 seminars)
2024 • Rosenfeld Community
Denise Jacobs
Interactive Keynote: Social Change by Design
2024 • Enterprise Experience 2020
Gold
Llewyn Paine
Day 1 Using AI in UX with Impact
2025 • Designing with AI 2025
Gold
Benjamin Wiedmaier
Redefining Toolkits: Unbundling to Create a Perfect Match
2025 • Advancing Research 2025
Gold
Indra Klavins
A Design Ops Girl in a Dev Ops World
2019 • DesignOps Summit 2019
Gold
Susan Weinschenk
Evaluating the Maturity of UX in Your Organization
2020 • Enterprise Community
Sarah Fathallah
Lessening the Research Burden on Vulnerable Communities
2020 • Advancing Research 2020
Gold
Frances Yllana
Theme 2 Intro
2024 • DesignOps Summit 2024
Gold
Louis Rosenfeld
Opening Remarks
2023 • DesignOps Summit 2023
Gold
Angelos Arnis
Navigating the Rapid Shifts in Tech's Turbulent Terrain
2023 • DesignOps Summit 2023
Gold
Dharani Perera
The mandala of service design: unlocking alignment and action through service design
2025 • Advancing Service Design 2025
Gold
Crystal Yan
Building a Customer-Centric Culture
2020 • Advancing Research 2020
Gold
Smitha Papolu
Theme 3 Discussion
2019 • Enterprise Experience 2019
Gold

More Videos

Sarah Sgarlato Pierini

"Go find a partner in Ops who has a passion for operations and pain points of inefficiency, then build something great together."

Sarah Sgarlato Pierini Kevin Newton

From Passion to Execution: A Story of Evolving Research Maturity at LinkedIn

September 9, 2022

Chui Chui Tan

"Sephora failed in South Korea because their bold makeup focus did not align with the local preference for soft, natural looks and skincare prioritization."

Chui Chui Tan

Global insights: Embracing international and intercultural research for innovation

March 12, 2025

Dane DeSutter

"The rise of Arcane legitimized something very important to players, showing how storytelling impacts emotional connection."

Dane DeSutter Natalie Gedeon Deborah Hendersen Cheryl Platz

Beyond the Console: The rise of the Gamer Experience and how gaming will impact UX Research across industries

May 17, 2024

Daniel Orbach

"Retrospectives are a great place to have direct, kind conversations that come from caring."

Daniel Orbach

Zero to One: Co-Creating Operating Models with your Team

September 23, 2024

Chelsea Mauldin

"How does the money we make align with our public sector values and make our organization the one we want to be?"

Chelsea Mauldin

Let's Talk About Money

November 17, 2022

Sarah Flamion

"If you can draw that picture and tell that story, it just makes it easier for everybody to talk about how it's really going to be used."

Sarah Flamion

Complex Problem? Add Clarity by Combining Research and Systems Thinking

March 31, 2020

Nina Jurcic

"Focus on the design of value that moves people and drives change, not just financial gains."

Nina Jurcic

The Design System Rollercoaster: From Enabler and Bottleneck to Catalyst for Change

October 3, 2023

Steve Chaparro

"The messiness and ambiguity of cultural change is by design; discomfort is part of the natural process."

Steve Chaparro

Bringing Into Alignment Brand, Culture and Space

August 13, 2020

Ashley Sewall

"I’m trying to separate who I am from what I produce and the roles I hold."

Ashley Sewall

Exit Interview #5: Designing My Life After Tech

February 19, 2026