Log in or create a free Rosenverse account to watch this video.
Log in Create free account100s of community videos are available to free members. Conference talks are generally available to Gold members.
Summary
In this talk, Michelle Merritt shares her extensive experience working with the Polaris research repository developed alongside Benjamin and Tomer at WeWork. Polaris was recognized as groundbreaking for aggregating diverse types of user research data into a single, interactive system that empowered users to identify patterns across multiple research methodologies and data sources. Michelle emphasizes the importance of detailed, evolving taxonomies to accurately tag physical and digital artifacts, such as distinguishing between types of computers and monitors, to better represent research realities. She also discusses how the repository was more than just a database: it involved a strong human element of curation to maintain institutional memory, provide relevant context, and synthesize findings, ensuring the data remained actionable and trustworthy. Michelle recounts challenges such as the tension between uncovering uncomfortable truths (e.g., employees squatting in conference rooms) and organizational readiness to act on such insights. She compares various tools used over the years, like Quickbase, Airtable, Confluence, and SharePoint, noting their pros and cons regarding integration, scalability, workflow fit, and search effectiveness. The conversation highlights the emerging role titles like research librarian, research curator, or research office manager to capture the synthesis and stewardship work critical to mature research repositories. Michelle also previews her current role at CBRE, focusing on expanding research practices and repositories in real estate, and guests demonstrate how tools like real-time board enable live, distributed collaboration on research artifacts. The session wraps with community discussion about best practices, tool adoption, and organizational challenges in building and scaling effective research repositories.
Key Insights
-
•
Polaris combined multiple user research methods and evidence types into a single interactive repository enabling pattern discovery.
-
•
Taxonomies must be flexible and evolve as new research details emerge, such as differentiating computer types rather than using generic tags.
-
•
Research repositories require a strong human curatorial role to maintain institutional memory and contextualize data.
-
•
Sharing uncomfortable research findings risks negative perception but is crucial for driving organizational improvements.
-
•
Many organizations rely on shared drives or wikis like Confluence, but these tools vary widely in usability and scalability.
-
•
Integrating customer support tickets, survey data, and qualitative user feedback into repositories remains a key challenge.
-
•
Research librarians or curators often act as gatekeepers and synthesizers of data, though the role lacks standardized job titles.
-
•
Tools like Airtable or Quickbase offer searchable databases but struggle to merge diverse datasets or scale across large companies.
-
•
Collaborative digital whiteboards (e.g., real-time board, Mural) facilitate distributed research synthesis but have limits.
-
•
Successful adoption of research repositories depends on embedding curation and synthesis practices into researcher workflows.
Notable Quotes
"Polaris was not just a database but a system involving humans and a strong curatorial role."
"We had to update our taxonomy because 'computer' was too broad; we needed to capture monitors, laptops, and other devices separately."
"People sometimes squatted in conference rooms too long, and sharing that was controversial but necessary to highlight real issues."
"I was probably tormenting Tomer and Benjamin by pushing the edges of Polaris with unusual data like photos of pianos in offices."
"The biggest challenge is not the tool itself but building the research practice around collecting, tagging, and curating evidence."
"Confluence was great because everybody in the company was already using it, making it a natural place to store research."
"Many people keep all their research in shared drives, but without strict naming conventions, it gets harder to find anything."
"I was trained to isolate very specific data points and only assert what was backed by evidence."
"You need a research librarian or curator—someone who can merge various inputs and help synthesize insights."
"Real-time board is amazing for asynchronous collaboration because you can see other people's cursors in real time."
Or choose a question:
More Videos
"Everyone bounces off this at first, but you just have to start, be humble, and get better with practice."
Giff ConstableFinancial fluency for product leaders: AMA with Giff Constable
April 11, 2024
"LLMs don't just match keywords or labels. They infer meaning, extract subtle nuances, and understand intent behind words."
Kritika YadavOptimizing AI Conversations: A Case Study on Personalized Shopping Assistance Frameworks
June 10, 2025
"Without safety, human beings literally can’t think."
Alla WeinbergHow to Build and Scale Team Safety
January 8, 2024
"Designers often say 'has it been approved by legal and compliance? Great, let's not worry about privacy anymore.'"
Harry Brignull Mark Leiser Robert StribleyBeyond Clicks and Tricks: Why deceptive design has grown into a regulatory faultline
January 16, 2026
"The speakers will share hard-won lessons to help you navigate low corporate design maturity and rapid growth."
Kit UngerTheme 2: Introduction
June 10, 2021
"If you don’t have the time and organizational support, don’t do it because you only set a precedent of failure."
Sofia QuinteroBeyond Tools: The Messy Business of Implementing Research Repositories
March 10, 2022
"The leadership gave five million bucks and said show me value in six months or we won’t give you the rest."
Jeff GothelfThe Intersection of Lean and Design
January 10, 2019
"B2B is b*******, it’s really just people that make up businesses."
Kit Unger Lada GorlenkoTheme 3 Intro
June 10, 2022
"People who took notes by hand tend to have better recall than those typing notes because they process information differently."
Jorge ArangoThe Best of Both Worlds: How to Integrate Paper and Digital Notes (1st of 3 seminars)
April 5, 2024
Latest Books All books
Dig deeper with the Rosenbot
How should communication style change when working with contractors compared to corporate colleagues?
What role do templates play in structuring research reports for better repository management and AI parsing?
How can barriers like childcare and internet access be addressed to promote equitable participation?