Rosenverse

Right horses for the right courses – how and when to democratize research

Gold
Thursday, November 20, 2025 • Advancing Service Design 2025

This video is featured in the UX Watch Party playlist.

Share the love for this talk
Right horses for the right courses – how and when to democratize research
Speakers: Ned Dwyer
Link:

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."

Ask the Rosenbot
Peter Van Dijck
Hands on AI #3: Claude Code for UX people
2025 • Rosenfeld Community
Tamara Hale
War Stories LIVE! Tamara Hale
2020 • Advancing Research 2020
Gold
Kate Kalcevich
Integrating Accessibility in DesignOps
2024 • DesignOps Summit 2024
Gold
Jorge Arango
Scale Smart: AI-Powered Content Organization Strategies
2024 • DesignOps Summit 2024
Gold
George Abraham
Design Systems To-Go: Introducing a Starter Design System, and Indigo.Design Overview (Part 1)
2021 • DesignOps Summit 2021
Gold
Meredith Black
Scaling Design Culture
2017 • DesignOps Summit 2017
Gold
Jose Coronado
People First - Design at JP Morgan
2021 • Design at Scale 2021
Gold
Marieke McCloskey
User Science: Product Analytics & User Research
2021 • Advancing Research 2021
Gold
Patrizia Bertini
Designing Within the Lines: How the EU AI Act Can Spark Better AI Innovation
2025 • DesignOps Community
Liwei Dai
The Heart and Brain of the AI Research
2020 • Advancing Research 2020
Gold
Ebru Namaldi
Designing the Designer’s Journey: Scaling Teams, Culture, and Growth Through DesignOps
2025 • DesignOps Summit 2025
Gold
Tutti Taygerly
Videconference: How to Work with Difficult People with Tutti Taygerly
2020 • Enterprise Community
Nathan Shedroff
How Will Design be Taught When the Schools Shut Down?
2026 • Rosenfeld Community
Frances Yllana
D.E.A.R.R. Diaries (Discipline, Experience, Architecture, Reflection + Revolution)
2022 • Civic Design 2022
Gold
Lily Aduana
5 Reasons to Bring Your Recruiting in-House (and How To Do It)
2021 • Advancing Research 2021
Gold
Steve Portigal
Discussion
2015 • Enterprise UX 2015
Gold

More Videos

Jemma Ahmed

"The relational dynamics of knowledge are shifting from hierarchical and linear to relational and plural."

Jemma Ahmed

Research at an inflection point: Adapting to a new era of collaboration, equity, and innovation

March 11, 2025

Briana Thomas

"Dana is a reliable, solutions-oriented designer who prefers honest feedback but needs clear expectations."

Briana Thomas

The Quiet Force: Uncovering Hidden Leadership in High-Impact Design Teams

September 24, 2024

Gordon Ross

"Flexibility is the network's ability to reconfigure itself and yet retain its goals; scalability means expanding or shrinking size with little disruption; survivability means withstanding attacks to nodes or codes."

Gordon Ross

12 Months of COVID-19 Design and Digital Response with the British Columbia Government

December 8, 2021

Laura Klein

"AI can generate insights, but it does not do them as well as a moderately trained human researcher."

Laura Klein

Human vs. machine: Testing AI’s ability to synthesize and analyze research

March 11, 2026

Alberto Ferreira

"Combining behavioral and attitudinal data helps us understand not just what users do, but how they feel about it."

Alberto Ferreira

Making it Count: Developing a custom digital metric framework that works

October 15, 2021

Louis Rosenfeld

"Either way, the Rosenbot will save you a lot of time in getting your people or you up to speed on all things UX and product design."

Louis Rosenfeld

How to use the Rosenbot

March 16, 2026

Noah Bond

"Social media algorithms prioritize engagement over accuracy, exacerbating echo chambers and polarizing discourse."

Noah Bond

Redefining truth and inclusivity: Navigating data ownership and ethical research in the age of disinformation

March 11, 2025

James Lang

"The opposite of doom scrolling is hope. Hope is active. It’s about claiming our agency in a moment that may be difficult."

James Lang

Hopeful Futures for UX Research

January 30, 2026

Amy Parness

"Energy Star appliances generate over a billion dollars in revenue yearly — applying that analogy to Cisco hardware proved powerful."

Amy Parness

Scaling Sustainability: Complementary strategies that drive long-term success

May 29, 2025