Summary
Overcoming stakeholder objections and positioning qualitative data as an input to business and product strategy. When stakeholders have access to real-time data about millions of user interactions, how can qualitative researchers articulate the value of small-sample studies for product and business strategy? In this case study, we’ll show how we used our insights chops to understand stakeholder motivations and concerns, and get qualitative research a seat at the table shaping Google Assistant’s 2020 strategy. We’ll share learnings about how human-centered researchers can effectively collaborate with functions like data science and business strategy, and how to persuade analytically-minded stakeholders to embrace rich qualitative data about people’s needs and motivations as an input to business strategy.
Key Insights
-
•
Engaging stakeholders early can lead to organic enthusiasm for qualitative insights.
-
•
Using accessible platforms for data sharing increases stakeholder involvement.
-
•
An incremental approach to introducing qualitative research can yield significant results.
-
•
Finding advocate collaborators within the organization amplifies the visibility of insights.
-
•
Establishing a physical presence for data (e.g., war room) fosters collaboration.
-
•
Tangible, small-scale experiments can demonstrate qualitative research value effectively.
-
•
Understanding organizational dynamics is crucial for implementing research strategies.
-
•
Complementing quantitative data with qualitative insights is vital for strategic product development.
-
•
Leveraging curiosity from other team members can enhance engagement in research activities.
-
•
Bravery and experimentation are key to effecting change within corporate structures.
Notable Quotes
"If they don't give you a seat at the table, bring a folding chair."
"The higher up you go, the more qualities like bravery matter compared to methodology."
"You have to summon up your internal badass and let go of the wall."
"Finding the curious partner is essential for collaboration."
"When one analyst recognized the value of qualitative output, it changed how he talked about it."
"It's much more powerful coming from one of their tribe."
"You need to have empathy to drive organizational culture change."
"We need to develop products that meet people's needs because we don't know the underlying needs."
"These insights are presumed to be a key ingredient in yearly strategy shaping."
"The more the higher up you get, the more bravery you've got to be."
















More Videos

"Being a design educator rather than just a designer helps teams collaborate effectively."
Julie Gitlin Esther RaiceDesign as an Agent of Digital Transformation at JPMC
June 9, 2021

"Living in a pandemic with unprecedented shifts can be experienced as trauma, impacting motivation and daily work."
Rachael Dietkus, LCSW Uday Gajendar Dr. Dawn Emerick Dawn E. Shedrick, LCSWLeading through the long tail of trauma
July 13, 2022

"A strong perspective is crucial; this makes a topic likely to be evergreen."
Louis RosenfeldCoffee with Lou: Should You Write a (UX) Book?
March 7, 2024

"I urge you to consider life before place and consider place before technology."
Sarah GallimoreInspire Progress with Artifacts from the Future
November 18, 2022

"It's important to know what good looks like before you begin a project."
John DonmoyerShipping your code generation experiments to production
June 11, 2025

"Optimization through Slack can help us be gentler to each other."
Bria AlexanderTheme 1 Intro
September 23, 2024

"We realized that we reached this stage about two years ago."
JJ KercherA Roadmap for Maturing Design in the Enterprise
June 15, 2018

"In these trying times, to grow and scale we need each other"
Bria AlexanderTheme Two Intro
September 8, 2022

"I'm a designer and prototyper focusing on building empowering interfaces."
Lukas Moro“Feels Like Paper!”: Interfacing AI through Paper
June 11, 2025