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
"Design ops is not just about design; if we aren’t considering the system, then we’re destined to fail."
Jacqui Frey Alison RandSetting the Table for Dynamic Change
October 24, 2019
"When we engage people in the planning process, they take ownership of their city."
Ali Jeffery Sheri ChudowHow DesignOps Helped Enable Wall Street to Work Remotely
October 22, 2020
"If we haven’t defined and branded ourselves, others will—and others could be wrong."
Molly FargotsteinMultipurpose Communication & UX Research Marketing
September 12, 2019
"Framing research as a way for us to work collaboratively and solve problems from its department, not just the UX or design team."
Dr. Jamika D. Burge Jemma Ahmed Chris GeisonBridge Building across Research Disciplines
August 26, 2021
"Seb said his function supports the function that supports the main business – making his work twice removed."
Lada GorlenkoTheme 1: Intro
January 8, 2024
"Giving parents something meaningful to do during sessions helps keep them engaged and supportive."
Mila Kuznetsova Lucy DentonHow Lessons Learned from Our Youngest Users Can Help Us Evolve our Practices
March 9, 2022
"Working with AI is a back and forth negotiation, not a vending machine where one prompt gets you the answer."
Kritika SonyMoving AI offscreen: Exploring failures, constraints, and recovery in physical game design
June 10, 2026
"Product managers can feel like they have no say about priorities just like UX practitioners do."
Louis Rosenfeld Christian CrumlishOpening Remarks
November 29, 2023
"Emergence means that something new arises through simple interactions; we design interactions so systems find their own desirable solutions."
Meghan Hellstern Joanne DongThe Next 100 Years of Civic Design: How Might We Better Rise to Meet the Challenges of Today and Tomorrow?
December 10, 2021