Right horses for the right courses – how and when to democratize research
Summary
“Research democratization” has become a rallying cry in many organizations — but also a source of tension. Should everyone be able to run studies, or should research stay tightly centralized? The truth is, both extremes create waste, confusion, and risk. In this talk, I’ll share a practical framework for when to democratize and when to centralize research. You’ll learn how to weigh risk, reversibility, and audience impact; how to put guardrails around democratized research; and how AI can enable broader participation without chaos. You’ll leave with a decision matrix and a “democratization charter” you can adapt to your org, so the right people are on the right horses for the right courses.
Key Insights
-
•
Democratization of research exists on a spectrum and must be customized to each organization's context, risk tolerance, and regulatory environment.
-
•
Not all research tasks should be democratized; high-risk or unclear problems require specialist researcher involvement.
-
•
AI tools are enabling broader roles for PMs and designers, allowing faster prototyping and product documentation, blurring specialist boundaries.
-
•
Effective democratization requires elegant guardrails to protect participant safety, data privacy, and research quality.
-
•
Democratization can massively increase organizational research capacity, as Flight Center’s example shows, tripling volume while maintaining quality.
-
•
Training and certification are critical to enable non-researchers to run low-risk studies effectively and ethically.
-
•
Bias awareness and anti-bias training are essential components of democratization to maintain the integrity of insights.
-
•
A democratization charter outlining who can conduct research, with which audiences and methods, helps set clear expectations and governance.
-
•
Research maturity assessment helps determine an organization's readiness for democratization and identifies needed upskilling.
-
•
Research quality control currently relies on script review and coaching but is evolving toward AI-supported automatic quality feedback.
Notable Quotes
"Democratization is here to stay, and it’s a positive force for good in product development."
"The democratization spectrum ranges from everyone accessing feedback to a free-for-all, but I don’t advocate for a free-for-all."
"We need elegant guardrails to keep the business safe, keep participants safe, and make democratization ethical."
"Flight Center went from 10 researchers running research to over 130 people trained to safely do interviews."
"When done right, democratization multiplies the impact of research rather than diluting it."
"The goal is to lower the floor for who can access research while raising the ceiling of what’s possible."
"It should be as easy to run research as brushing your teeth."
"AI will soon enable us to automatically flag leading questions and coach researchers for quality."
"Not every problem needs research; sometimes it’s fine to ship quickly and learn after."
"Training non-researchers in bias awareness and methodology is essential to prevent poor data and insights."
Or choose a question:
More Videos
"Universities are fairly recent inventions; knowledge transfer happened for thousands of years by learning in communities before formal institutions."
Nathan Shedroff Hugh Dubberly Thomas J. McLeishHow Will Design be Taught When the Schools Shut Down?
May 8, 2026
"Spending more time doesn’t automatically make you productive, it just means you spent more time doing things."
John Paul de Guzman10k Screens Later: How We Became a Data-Driven Design Organization
September 24, 2024
"Survey data should be treated as zero-party data that fuels personalized communications and lifecycle marketing."
Aleksandra Korczynska Caroline Jarrett Justyna ParmeeSurvey Tools
March 12, 2026
"How might your team maintain its resilience through constant change?"
Kristin SkinnerTheme 2: Introduction and Provocation
January 8, 2024
"The community is a big tent - welcoming diverse perspectives and geographies to define and shape civic design."
Rachael Dietkus, LCSW Victor Udoewa Jennifer StricklandEverything You Need to Know about the Civic Design 2022 Call for Presentations
May 17, 2022
"Agile as trauma is a useful essay to understand how agile can harm design practices."
Uday GajendarThe Rise of Meta-Design: A Starter Playbook
May 19, 2022
"The hidden hero or villain of craft is really feedback, the quality of feedback that we give."
Vanessa VarinFeedback: The Other F-Word
September 10, 2025
"Small companies like Descartes Labs built supercomputers entirely in AWS with no physical servers, showing a profound shift in how computing power is accessed."
Hugh DubberlyProblems with Problems: Reconsidering the Frame of Designing as Problem-Solving
June 19, 2019
"Research is evolving. It’s not about ownership, it’s about impact."
Sean McKayCoexisting with non-researchers: Practical strategies for a democratized research future
March 11, 2025
