Summary
This session is focused on developing an understanding of how knowledge repositories can lead to deep insights in businesses large and small. It will explore the problem space and present strategies for overcoming those problems. Some example problems knowledge repositories can solve are: missing out on valuable information that can be useful across the company due to silos; repeating research that has been conducted already and inconsistency in research reporting.
Key Insights
-
•
Longitudinal research like diary studies reveals how user experience evolves over time with a product.
-
•
Knowledge repositories enable connecting research findings across different methodologies for richer insights.
-
•
Bridging seemingly unrelated domains, like insurance quoting and buying plane tickets, uncovers valuable user experience parallels.
-
•
Sharing research findings across company silos promotes empathy, innovation, and reduces duplicated effort.
-
•
A multi-level taxonomy system with label, tag, and property-value layers is essential for organizing and retrieving nuanced insights.
-
•
Consistent report structures across different research types facilitate easier consumption and cross-study comparison.
-
•
Knowledge repositories accelerate employee onboarding by allowing deep exploration of products, personas, and features.
-
•
Serendipity in innovation can be enabled by exploring relationships uncovered in well-structured knowledge repositories.
-
•
Research ops roles are critical for maintaining taxonomy governance and keeping knowledge repositories relevant and usable.
-
•
Pilot success factors include ease of data ingestion, search/filter functionality, and clarity of report delivery to stakeholders.
Notable Quotes
"You can capture deep insights by looking at how users’ experiences change as they become familiar with a tool over time."
"Knowledge repositories help you connect different research findings across studies, products, and even different companies."
"Bridging those silos within a company is really important because there’s so much wisdom locked in different groups."
"A taxonomy system is basically a way to tag different findings and reports so you can find relationships later."
"Tags shouldn’t change very often; there should be governance to keep things consistent and relevant."
"Stakeholders can do their own searching at a high-level label level, while researchers dive deeper into nuanced tags."
"We found a lot of points of confusion where tools don’t really align, causing frustration for end users."
"Having leadership involved early with demos and feedback helps smooth the path to adopting a knowledge repository tool."
"Research ops is definitely a role that handles managing the knowledge repository and taxonomy governance."
"Serendipity happens when you explore across different journeys, personas, and contexts in the knowledge repository."
Dig deeper—ask the Rosenbot:
















More Videos

"Synthetic controls create counterfactuals using historical data when no suitable control group exists."
Joshua NobleCasual Inference
October 6, 2023

"This conference is a polished snapshot of conversations already happening at scale in the community."
Bud Caddell Kristin Skinner Alana WashingtonDesignOps Community Sensing Session
May 13, 2021

"We can get about 80% of the way there from some of our human studies with AI simulations."
Gillian Salerno-Rebic Mark MicheliRedefining Speed and Scale: How Accenture’s GrowthOS Uses AI-Simulated Insights to Reduce Risk and Accelerate Innovation
June 10, 2025

"Manuel Herrera is creating sketch notes for every session; you’ll have access to those."
Uday Gajendar Louis RosenfeldDay 1 Welcome
June 4, 2024

"Every speaker before me had these pristine backgrounds; I’m a slob and feeling self-conscious about it."
Dan WillisTheme 3: Intro
January 8, 2024

"If a client isn’t in the room when UX work happens, they don’t see the value and don’t understand it."
Leah Buley Joe NatoliAsk Me Anything with Leah Buley and Joe Natoli, co-authors of The User Experience Team of One (2nd edition)
October 8, 2024

"Design is translation—both technically with H1 tags and in words people understand."
Chris Govias Mai-Ling Garcia Emily LessardPerspectives on Civic Design
September 23, 2021

"People want to feel like their leaders are authentic and have opportunities to be their authentic selves."
Miles OrkinCreativity and Culture
November 8, 2018

"Combining the what we see in data with the why we get from user research is where true insights live."
Andrew MichaelBuilding a Product Insights Team
March 10, 2022