Summary
To be alive in the twenty-first century is to rely on countless complex systems that profoundly affect our lives, where small mistakes can turn into massive inefficiencies and failures. These failures seem to stem from very different problems, but their underlying causes turn out to be surprisingly similar. This talk will cover about the common threads of these failures, how they can be detected and ultimately prevented using various research disciplines – from market research to anthropology to data science. We need to get good at designing and building for systems to tackle multi-dimensional problems at the intersection of people and technology.
Key Insights
-
•
Judy Ellis taught that the key to good design is combining aesthetics, manufacturing knowledge, business understanding, and an appreciation of play.
-
•
Successful processes must be transparent yet become invisible in their application to empower creativity and decision-making.
-
•
Shopify divides work into product lines addressing audiences and service lines ensuring knowledge flow and organizational alignment.
-
•
Data types fall into two complementary streams: object-oriented 'what' data and context-oriented 'where' data.
-
•
The brain processes 'what' and 'where' data in different hippocampus areas before combining them for decision-making.
-
•
Qualitative, context-rich data (the where stream) reaches decision centers earlier and is critical for effective decisions.
-
•
Cross-disciplinary collaboration among UX researchers, data scientists, anthropologists, and market researchers maximizes insight quality.
-
•
Knowledge distribution is best managed by shaping the environment and workflows rather than micromanaging the process itself.
-
•
Leadership support and clear executive ownership are vital to sustaining centralized research and knowledge cycles.
-
•
Tools like Shopify’s merchant frustrations database improve asset visibility and continuous improvement for customer-centric decisions.
Notable Quotes
"Toy design is not about the toy itself but a tool that unlocks unlimited possibilities before a child."
"Successful operations must have well laid out and transparent process documentation but that process must become invisible in its application."
"Service lines bridge gaps between product lines by facilitating knowledge flow and alignment."
"Our brains are terrible at operating on only one type of information—object-oriented or context-oriented."
"It’s the context-related data gathered through qualitative research that reaches our decision-making centers first."
"UX researchers at Shopify travel across product lines to share expertise and knowledge continuously."
"Knowledge creation, distribution, application, and evaluation form a reusable circular process, not a linear one."
"Leadership is really important—having an executive who understands the value of the knowledge cycle is key."
"Shopify’s merchant frustrations tool tracks customer issues over time, making that knowledge available to all teams."
"Properly maintained, knowledge becomes a vehicle that probes the most hidden spaces of what’s possible."
Or choose a question:
More Videos
"Why do designers decide how to design this? How do we wean design's addiction from whiteness?"
George AyeThat Quiet Little Voice: When Design and Ethics Collide
November 16, 2022
"The Researcher in Residence program invites members of affected communities to use our tools over a funded three-month period pro bono."
Xenia Adjoubei Sean BruceEmpowering Communities Through the Researcher in Residence Program
March 29, 2023
"When you get a best in class tool, you are able to execute more rigorous research and show clearer ROI."
Benjamin Wiedmaier Annie MayfieldRedefining Toolkits: Unbundling to Create a Perfect Match
March 11, 2025
"Learning and knowledge management isn’t just about quality of work, it’s deeply tied to retaining people and motivation."
John DevanneyThe Design Management Office
November 6, 2017
"The developer who refused to run experiments bragged about success, but it was actually a flop once we ran the test properly."
Steve Sanderson Alissa Briggs Jeff Gothelf Bill ScottDiscussion
May 14, 2015
"Each stage of growth brings different challenges for UX to overcome."
Jemma AhmedTheme 2 Intro
January 8, 2024
"Confidence doesn’t dull criticality; self-doubt is a statement about your own worth, which we want to reduce."
Megan KiersteadYou Are a Badass at UX: Overcoming Imposter Syndrome
March 10, 2021
"We have weekly meetings with implementation teams to design APIs, discuss progress, and address issues to ensure alignment."
PJ Buddhari Nate BaldwinMeet Spectrum, Adobe’s Design System
June 9, 2021
"The ethics in community design are critical — emotional damage can be severe if mishandled."
James LangIf you can design an app, you can design a community
May 22, 2025
