Researchers & Analysts

Drawing out the human insight

Every researcher knows that sinking feeling

You remember reading something crucial...

...but can't recall where.

You know it's somewhere in that maze of PDFs, bookmarks, and scattered notes...

...but finding it means losing precious hours that should be spent on analysis, not archaeology.

We spend 30% of our time just looking for information we already found. Liminary becomes your personal knowledge companion: instead of endlessly Googling or searching through link lists, future you will always have your research insights available. No complex setup required, start seeing value in your first session.

Liminary seamlessly weaves together your external research and internal knowledge…

Industry data reports
Regulatory filings
Business insight reports
Web research
News and press releases
Expert call transcripts

Works with articles, PDFs, videos, and meeting transcripts

… and helps you synthesize all that information to power your research artifacts.

Investment memos
Market research reports
Competitive landscape overviews
Flash reports
Industry research

Every insight includes your source citations so you can verify and build trust in your analysis

How it works

Abstract depiction of an array of information

Save everything that matters

Capture research insights with one-click saving, highlights, and key annotations
Abstract depiction of synthesizing insights out of information

Synthesize with an AI thought partner

Let AI connect patterns while you organize findings in visual thinking spaces
Abstract depiction of the act of creating knowledge out of noise

Create using your knowledge

Draft reports and analysis using all your saved knowledge with source citations
Example Liminary workflow

Think tank researcher

Policy brief

Dr. Kim is analyzing cryptocurrency regulation proposals.

01

Save

Gathering key artifacts of different formats in one, central place

Compiles legislative texts, SEC documents, and expert testimonies. Highlights key policy language and cross-references positions.

02

Synthesize

Using Liminary to help navigate the complex landscape
Asks "How do regulatory approaches differ between agencies?" Maps stakeholder positions to identify consensus areas.
03

Create

Working with Liminary's help to streamline the writing process
Liminary helps draft policy recommendations grounded in her research, pulling specific evidence for actionable guidance.

Common questions Researchers & Analysts ask

"What patterns emerge across these studies?"
"How do regulatory approaches differ between agencies?"
"What gaps in current research does this reveal?"

What users are saying

Built for you and your team

Share collections with colleagues and collaborate on research projects while maintaining enterprise-grade security standards.
Transform how you develop insights

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