Liminary is your
knowledge companion
for work
Coming soon
A better solution

Save
One-click capture of knowledge in any format

Synthesize
Draw insights faster with AI as a thought partner

Create
Accelerate your workflow with AI's proactive suggestions
Knowledge work is broken.
No time-consuming information organization tasks
No manual #tagging or linking ideas together
No scattering of sources and notes
No great ideas lost in a pile of docs and notes
No wild goose chase to re-find a fact or datapoint
Liminary is the
solution.
Seamless saving and note-taking, all in-context
Automated knowledge linking across all your sources
One place to store all your knowledge
An AI-powered thought partner keeping you in the driver's seat
Proactive suggestions with what you're looking for
Knowledge work is broken.
Liminary is the
solution.
No time-consuming information organization tasks
Seamless saving and note-taking, all in-context
No manual #tagging or linking ideas together
Automated knowledge linking across all your sources
No scattering of sources and notes
One place to store all your knowledge
No great ideas lost in a pile of docs and notes
An AI-powered thought partner keeping you in the driver's seat
No wild goose chase to re-find a fact or datapoint
Proactive suggestions with what you're looking for
Stop managing information
Start creating insights
Who's it for?
Liminary is the digital librarian & thought partner for all types of knowledge work
See options
Researchers
An AI-powered research assistant & coauthor, to go from literature to your human insights
Liminary empowers think tank and policy researchers to transform scattered information into insights while maintaining methodological integrity.
Our AI companion surfaces relevant research when you need it while keeping you in control of the synthesis process.
Our AI companion surfaces relevant research when you need it while keeping you in control of the synthesis process.
Research reports
Policy briefs
Literature reviews
Working papers
Grant proposals
Conference presentations
VC Investors
An AI-powered VC analyst, to turn information overload into investment insight
Liminary helps venture capitalists transform scattered market and company research into confident investment decisions.
Our AI companion surfaces relevant information while preserving your unique perspective, the critical 20% that differentiates great investors.
Our AI companion surfaces relevant information while preserving your unique perspective, the critical 20% that differentiates great investors.
Investment memos
Due diligence reports
Thought pieces
Portco tracking
Pipeline recaps
LP reports
Consultants & Strategists
An AI-powered analyst, to go from information chaos to strategic clarity
Liminary helps consultants and strategists transform scattered information from decks, docs, meetings, and more, into cohesive narratives that resonate with stakeholders.
Our AI companion unites all your information across tools and systems, surfacing relevant insights exactly when you need them to craft insightful recommendations and compelling deliverables.
Our AI companion unites all your information across tools and systems, surfacing relevant insights exactly when you need them to craft insightful recommendations and compelling deliverables.
Strategy memos
Client decks
Thought pieces
Portco tracking
Pipeline recaps
LP reports
Marketers
An AI-powered associate & ghostwriter, uniting your marketing ecosystem in one source of truth
Liminary helps marketers transform fragmented internal and external content across multiple tools into a cohesive knowledge base.
Our AI companion surfaces relevant internal docs, brand assets, competitor research, and campaign data when you need it, enabling you to create consistent, data-driven marketing that resonates.
Our AI companion surfaces relevant internal docs, brand assets, competitor research, and campaign data when you need it, enabling you to create consistent, data-driven marketing that resonates.
Marketing briefs
MRDs
Blog posts
Competitor analysis
ICP / Persona profile
SEO content
Executives & Managers
An AI Chief of Staff to accelerate decisions with complete context
Liminary empowers executives and managers to make confident decisions with instant access to their organization's collective intelligence.
Our AI companion surfaces relevant insights across teams and systems, eliminating information gaps while helping you focus on strategic leadership rather than information management.
Our AI companion surfaces relevant insights across teams and systems, eliminating information gaps while helping you focus on strategic leadership rather than information management.
Strategy memos
Board decks
Planning docs
Stakeholder emails
Strategic comms
Status updates
Students & Lifelong Learners
A studying companion to transform information into lasting understanding
Liminary helps college and graduate students more deeply engage with course materials, resulting in knowledge that endures.
Our AI companion connects ideas across your reading - whether assigned for class or found through your own pursuits - and highlights relevant insights when you need them. It's like having the world's best study buddy and thought partner in one.
Our AI companion connects ideas across your reading - whether assigned for class or found through your own pursuits - and highlights relevant insights when you need them. It's like having the world's best study buddy and thought partner in one.
Prep for class discussions
Summaries of recent learnings
Assignment topic brainstorming
Questions for further thinking
Lifelong Learners
A digital librarian and thought partner to transform information into lasting understanding
Liminary helps those who love to learn transform scattered information into cohesive, personal knowledge that endures.
Our AI companion connects ideas across everything you read to highlight relevant insights when you need them, while preserving the valuable friction that deepens your engagement with what you're learning.
Our AI companion connects ideas across everything you read to highlight relevant insights when you need them, while preserving the valuable friction that deepens your engagement with what you're learning.
Summaries of recent learnings
Blog posts
Prep for class discussions
Questions for further thinking
CONTENT CREATORS
An AI-powered research analyst & ghostwriter
Liminary helps creators of research-driven content transform fragmented knowledge across multiple tools into a cohesive knowledge base.
Never lose track of a good idea again. As you read, Liminary lets you easily save every source of information and inspiration. Then, it accelerates your synthesis and writing process, helping you turn your high-quality, human insights into a polished piece ready to publish, faster than ever.
Never lose track of a good idea again. As you read, Liminary lets you easily save every source of information and inspiration. Then, it accelerates your synthesis and writing process, helping you turn your high-quality, human insights into a polished piece ready to publish, faster than ever.
Blog posts
Email newsletters
Video scripts
Social media posts
Mind maps
Supplemental resources for subscribers
JOURNALISTS
An AI-powered reporting & research assistant
Liminary helps hard-hitting journalists synthesize all their background material and interviews into a cohesive story.
Liminary helps you save every scrap of information from your reporting process, surfacing links that you may not have noticed earlier. It acts like a thought partner just like your editor, pointing out impactful follow-up questions to pursue. And then it helps you write your piece, effortlessly surfacing the right piece of information at the right time, with citations.
Liminary helps you save every scrap of information from your reporting process, surfacing links that you may not have noticed earlier. It acts like a thought partner just like your editor, pointing out impactful follow-up questions to pursue. And then it helps you write your piece, effortlessly surfacing the right piece of information at the right time, with citations.
News articles
News briefs
Interviews and profile pieces
Longform features
Investigative pieces
Op-Eds and editorials
L&D PROFESSIONALS
An AI-powered L&D strategist, to go from scattered knowledge to scalable learning impact
Liminary helps learning and development leaders transform siloed expertise, feedback, and research into targeted learning programs that drive real change.
Our AI companion surfaces the right knowledge when you need it, while keeping your people and pedagogy at the center of the process.
Our AI companion surfaces the right knowledge when you need it, while keeping your people and pedagogy at the center of the process.
Training program outlines
Learning needs assessments
Onboarding guides
Internal playbooks
RECRUITERS
An AI-powered recruiting partner, to go from role requirements to standout hires
Liminary helps recruiters turn scattered notes, candidate profiles, and hiring manager feedback into clear, compelling narratives that accelerate hiring.
Our AI companion surfaces the most relevant insights, when and where you need them, while helping you stay focused on what matters: connecting the right people to the right roles.
Our AI companion surfaces the most relevant insights, when and where you need them, while helping you stay focused on what matters: connecting the right people to the right roles.
Candidate summaries
Job descriptions
Hiring manager notes
Interview debriefs
Market maps
Role calibration docs
PRODUCT MANAGERS
An AI-powered APM, to help you go from scattered signals to product clarity
Liminary helps product managers transform feedback, research, and cross-functional input into aligned decisions and clear product strategy.
Our AI companion connects the dots across your product stack, surfacing the insights you need, so you can focus on building what matters most.
Our AI companion connects the dots across your product stack, surfacing the insights you need, so you can focus on building what matters most.
PRDs
Strategy docs
User research synthesis
Customer feedback summaries
Strategic presentations
Internal stakeholder alignment docs
Researchers
An AI-powered research assistant & coauthor, to go from literature to your human insights
Liminary empowers think tank and policy researchers to transform scattered information into insights while maintaining methodological integrity.
Our AI companion surfaces relevant research when you need it while keeping you in control of the synthesis process.
Our AI companion surfaces relevant research when you need it while keeping you in control of the synthesis process.
Research reports
Policy briefs
Literature reviews
Working papers
Grant proposals
Conference presentations
VC Investors
An AI-powered VC analyst, to turn information overload into investment insight
Liminary helps venture capitalists transform scattered market and company research into confident investment decisions.
Our AI companion surfaces relevant information while preserving your unique perspective, the critical 20% that differentiates great investors.
Our AI companion surfaces relevant information while preserving your unique perspective, the critical 20% that differentiates great investors.
Investment memos
Due diligence reports
Thought pieces
Portco tracking
Pipeline recaps
LP reports
Consultants & Strategists
An AI-powered analyst, to go from information chaos to strategic clarity
Liminary helps consultants and strategists transform scattered information from decks, docs, meetings, and more, into cohesive narratives that resonate with stakeholders.
Our AI companion unites all your information across tools and systems, surfacing relevant insights exactly when you need them to craft insightful recommendations and compelling deliverables.
Our AI companion unites all your information across tools and systems, surfacing relevant insights exactly when you need them to craft insightful recommendations and compelling deliverables.
Strategy memos
Client decks
Thought pieces
Board decks
Partner briefings
RFPs
Marketers
An AI-powered associate & ghostwriter, uniting your marketing ecosystem in one source of truth
Liminary helps marketers transform fragmented internal and external content across multiple tools into a cohesive knowledge base.
Our AI companion surfaces relevant internal docs, brand assets, competitor research, and campaign data when you need it, enabling you to create consistent, data-driven marketing that resonates.
Our AI companion surfaces relevant internal docs, brand assets, competitor research, and campaign data when you need it, enabling you to create consistent, data-driven marketing that resonates.
Marketing briefs
MRDs
Blog posts
Competitor analysis
ICP / Persona profile
SEO content
Executives & Managers
An AI Chief of Staff to accelerate decisions with complete context
Liminary empowers executives and managers to make confident decisions with instant access to their organization's collective intelligence.
Our AI companion surfaces relevant insights across teams and systems, eliminating information gaps while helping you focus on strategic leadership rather than information management.
Our AI companion surfaces relevant insights across teams and systems, eliminating information gaps while helping you focus on strategic leadership rather than information management.
Strategy memos
Board decks
Planning docs
Stakeholder emails
Strategic comms
Status updates
Students
A studying companion to transform information into lasting understanding
Liminary helps college and graduate students more deeply engage with course materials, resulting in knowledge that endures.
Our AI companion connects ideas across your reading - whether assigned for class or found through your own pursuits - and highlights relevant insights when you need them. It's like having the world's best study buddy and thought partner in one.
Our AI companion connects ideas across your reading - whether assigned for class or found through your own pursuits - and highlights relevant insights when you need them. It's like having the world's best study buddy and thought partner in one.
Prep for class discussions
Summaries of recent learnings
Brainstorming for assignments
Questions for further thinking
Lifelong Learners
A digital librarian and thought partner to transform information into lasting understanding
Liminary helps those who love to learn transform scattered information into cohesive, personal knowledge that endures.
Our AI companion connects ideas across everything you read to highlight relevant insights when you need them, while preserving the valuable friction that deepens your engagement with what you're learning.
Our AI companion connects ideas across everything you read to highlight relevant insights when you need them, while preserving the valuable friction that deepens your engagement with what you're learning.
Summaries of recent learnings
Thought pieces
Mind maps
Questions for further thinking
CONTENT CREATORS
An AI-powered research analyst & ghostwriter
Liminary helps creators of research-driven content transform fragmented knowledge across multiple tools into a cohesive knowledge base.
Never lose track of a good idea again. As you read, Liminary lets you easily save every source of information and inspiration. Then, it accelerates your synthesis and writing process, helping you turn your high-quality, human insights into a polished piece ready to publish, faster than ever.
Never lose track of a good idea again. As you read, Liminary lets you easily save every source of information and inspiration. Then, it accelerates your synthesis and writing process, helping you turn your high-quality, human insights into a polished piece ready to publish, faster than ever.
Blog posts
Email newsletters
Video scripts
Social media posts
Mind maps
Supplemental resources for subscribers
JOURNALISTS
An AI-powered reporting & research assistant
Liminary helps hard-hitting journalists synthesize all their background material and interviews into a cohesive story.
Liminary helps you save every scrap of information from your reporting process, surfacing links that you may not have noticed earlier. It acts like a thought partner just like your editor, pointing out impactful follow-up questions to pursue. And then it helps you write your piece, effortlessly surfacing the right piece of information at the right time, with citations.
Liminary helps you save every scrap of information from your reporting process, surfacing links that you may not have noticed earlier. It acts like a thought partner just like your editor, pointing out impactful follow-up questions to pursue. And then it helps you write your piece, effortlessly surfacing the right piece of information at the right time, with citations.
News articles
News briefs
Interviews and profile pieces
Longform features
Investigative pieces
Op-eds and editorials
L&D PROFESSIONALS
An AI-powered L&D strategist, to go from scattered knowledge to scalable learning impact
Liminary helps learning and development leaders transform siloed expertise, feedback, and research into targeted learning programs that drive real change.
Our AI companion surfaces the right knowledge when you need it, while keeping your people and pedagogy at the center of the process.
Our AI companion surfaces the right knowledge when you need it, while keeping your people and pedagogy at the center of the process.
Training program outlines
Learning needs assessments
Onboarding guides
Internal playbooks
RECRUITERS
An AI-powered recruiting partner, to go from role requirements to standout hires
Liminary helps recruiters turn scattered notes, candidate profiles, and hiring manager feedback into clear, compelling narratives that accelerate hiring.
Our AI companion surfaces the most relevant insights, when and where you need them, while helping you stay focused on what matters: connecting the right people to the right roles.
Our AI companion surfaces the most relevant insights, when and where you need them, while helping you stay focused on what matters: connecting the right people to the right roles.
Candidate summaries
Job descriptions
Hiring manager notes
Interview debriefs
Market maps
Role calibration docs
PRODUCT MANAGERS
An AI-powered APM, to help you go from scattered signals to product clarity
Liminary helps product managers transform feedback, research, and cross-functional input into aligned decisions and clear product strategy.
Our AI companion connects the dots across your product stack, surfacing the insights you need, so you can focus on building what matters most.
Our AI companion connects the dots across your product stack, surfacing the insights you need, so you can focus on building what matters most.
PRDs
Strategy docs
User research synthesis
Customer feedback summaries
Strategic presentations
Internal stakeholder alignment docs

Intelligent Surfacing
The knowledge you need, delivered contextually within your existing tools

Effortless Sharing
Seamlessly share knowledge across collaborators, keeping everyone aligned

Unified Knowledge Library
A central space to store, organize and collaborate on all your team's knowledge

Organization
Liminary organizes and draws connections for you, so you can focus on insights
How it works

Gather knowledge
You face a firehose of information - from articles and documents to videos and conversations. Liminary works alongside you, making it simple to save what matters with just a click.
Synthesize insights
Liminary is your thought partner, accelerating you to your key insights. You have more bandwidth for synthesis because Liminary takes care of mundane information management for you.
Create artifacts
When it's time to write that crucial memo, presentation or email, Liminary drafts content for you based on the knowledge you've saved. No more digging through notes to find that one fact you need.
Share and collaborate
Great work happens when teams build on shared knowledge. Liminary makes it easy for your whole team to access and collaborate on a living knowledge base, keeping everyone in sync.
We believe in a future where AI amplifies human thought
Liminary is building a cognitive companion, not to replace your thinking, but to deepen it. In a world inundated with scattered information and AI-generated content, we're creating an ambient AI that works alongside you, surfacing the right knowledge at the right time.
Get beta access to your new cognitive companion
Limited spots available