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
"Data, information, and knowledge are distinct, and we need systems that transform data into actionable context-rich knowledge."
Husani OakleyTheme Two Intro
June 6, 2023
"I’m dreaming of a world where women-centricity is so ingrained that frameworks like this don’t need to exist anymore."
Mansi GuptaDrawing from Feminist Practice to Make Inclusive Design Operational
September 9, 2022
"If something is only visible on hover, it either needs to be visible to screen readers at all times or have an alternative way to access it."
Sam ProulxDesigning For Screen Readers: Understanding the Mental Models and Techniques of Real Users
December 10, 2021
"Value of design is never going to get a single answer because you need the who, what, and why."
Sarah CoyleDesign and Analytics with Sarah Coyle
July 30, 2020
"It takes a village to maintain the Benefits Hub with clear roles and responsibilities among a part-time team."
Alan Williams Rose DeebDesigning essential financial services for those in need
February 10, 2022
"Design system decision records prevent knowledge being stuck in one person’s head."
Dan DonaldDesign Systems as a Vehicle for Systemic Change
June 1, 2023
"When you’re doing a survey, think about if it can be done in a way that is much more accessible."
Samuel MartinCo-Design vs Faux-Design: Navigating the Complexities of Sharing Power in Co-Design
March 27, 2026
"One in five of those people will have an accessibility need of some kind."
Phil HeskethDesigning Accessible Research Workflows
September 29, 2021
"AI isn't good at context yet; it may insist it's a B or a 13, but not that it could be both depending on view."
David ConradThe Feeling of Data
September 14, 2023
