Research
How Dr. Chen collaborated with Liminary to help deepen her research domain, maintain her source connections, and synthesize 6 months of insights in just 2 weeks
Sep 2, 2025
"I used to spend hours trying to find that one perfect quote I knew I'd read somewhere. Now, Liminary surfaces it instantly, along with related insights I'd saved but forgotten about. It’s like magic."
–Dr. Chen, Senior Policy Researcher
Meet Dr. Chen
Dr. Chen is a Senior Policy Researcher. She specializes in housing policy and has spent the last decade translating complex economic research into practical policy recommendations for county and city governments.
The Problem
Dr. Chen was drowning in information scattered across PDFs, meeting notes, and various research databases. Every new project meant compiling research from scratch, even when she'd researched similar topics before.
"I knew I had encountered this data point before, probably in multiple places, but I was spending more time hunting for information than actually analyzing it. The worst part was knowing my past research could inform my current work, but it was a needle in a haystack among all of my documents."
With Liminary as a Partner
Dr. Chen used Liminary to save all her research and notes into one place. As she worked, Liminary automatically identified connections between her current housing affordability project and her previous work on zoning reform. It surfaced relevant findings from a study she'd analyzed six months ago and helped to highlight contradictions between different data sources she needed to address.
The Transformation
Instead of manually cross-referencing dozens of documents, Dr. Chen could focus on synthesis and analysis. Liminary helped her quickly recall her thinking from past projects, allowing her to make her current project's recommendations even more nuanced and impactful.
Success
Today, Dr. Chen completes her research in less than half the time it used to take her, while producing more thorough, well-grounded policy briefs that draw on her full body of research.