Summary
Operations teams obsess about making the complex simple. We love smart defaults, systems, and process and are always looking for ways to help teams work better. As we focus on common operational deliverables, it’s easy to underinvest in the messy human challenges that are impossible to avoid as we scale user experience practices and teams. How might we be consistent and rigorous, while still leaving room for flexibility and divergent thinking? How might we be impact focused, while also accepting that not everything of value can be measured? How might we embrace process and ambiguity? This talk will explore the daunting task of showing up as efficient operational machines while also leaning into the creative, unpredictable, and human realities of our roles, and why it’s important for us to be able to do both.
Key Insights
-
•
Strong process orientation can limit effectiveness if it suppresses ambiguity and grassroots initiative.
-
•
Eleanor Ostrom’s IAD framework helps identify when to apply process and when to enable self-management in teams.
-
•
Distributed UX teams naturally create culture through individual contributor-led rituals without centralized control.
-
•
Tooling complexity in large teams calls for operational intervention to reduce anxiety and inefficiency.
-
•
Qualitative metrics such as user sentiment are essential for understanding operational impact beyond standard KPIs.
-
•
Operational teams should adopt a service mindset, positioning themselves close to the people they support.
-
•
Creating and communicating operating principles helps manage expectations and emotional reactions during change.
-
•
Over-investing in process risks stifling innovation and the energy of a vibrant, creative team.
-
•
Decentralized activities can be resilient but also risk inconsistency and uneven participation.
-
•
Balancing control and ambiguity leads to more humane, adaptable, and effective UX operations.
Notable Quotes
"If given a choice in my career and my personal life, I will choose process over ambiguity every single time."
"Tech industry’s feelings about process can create real problems for UX teams when it makes it hard to create systems."
"Garrett Hardin’s tragedy of the commons theory says ownership and regulation are needed to save ambiguous resources."
"Eleanor Ostrom showed that communities can often manage commons better than governments or organizations."
"Ostrom’s IAD framework guides us through complexity by helping us assess risks of not intervening."
"Many culture-building moments at Shopify happen because individual contributors see opportunity and take action."
"Telling someone to stop using one tool and learn another can challenge their confidence and make them worry about status."
"We measure qualitative sentiment alongside quantitative metrics to design how we support the team."
"Operational success cannot always be quantified through numbers; people are messy and complicated."
"A core goal of public policy should be to facilitate the development of institutions that bring out the best in humans."
Or choose a question:
More Videos
"The universe will absolutely provide if it’s the right thing for you."
Mary-Lynne WilliamsExit Interview #4: From Product Design Leadership to Sound Healing
January 14, 2026
"People with disabilities are very appreciative and willing to help us learn because they understand we may not understand their challenges."
Elana Chapman Li Wen Huang Divyen Sanganee Annabel WeinerGetting started with accessibility research
February 20, 2025
"You can’t make anyone else care. We’re asking the wrong question."
Sarah BarrettThe "How" of Enterprise Information Architecture
June 6, 2023
"The waggle dance communicates direction and distance to new food sources with remarkable precision."
Mariesa LenzWhat Beekeeping Taught me about Product Teams
October 29, 2025
"Research is at a critical moment as relational dynamics between participants, organizations, and researchers shift from linear to plural and relational."
Jemma Ahmed Megan Blocker Eduardo OrtizRedefining the research toolkit: Expanding methodologies for a changing world
March 12, 2025
"Dunbar's number explains why groups around 150 people work best as communities."
James LangIf you can design an app, you can design a community
May 22, 2025
"Ops-first means standardizing processes so we can scale and onboard new team members quickly."
Clemens Janssen Jane DavisEfficiently Scaling Research as a Team of One
March 28, 2023
"UX researchers should learn Python or R and how to leverage AI APIs to process unstructured data."
Lija Hogan Milan Mijatovic Sam Proulx Louis RosenfeldThree Years Out: Perspectives on the Near-Term Future of User Research
March 15, 2024
"The person sitting next to you probably solved that problem already—just talk to one another."
Etienne FangPower of Insights: Why sharing is better than silos with Uber’s Insights Platform
December 16, 2019
