AI-Powered Research Platform for Academics

Poor documentation and lab turnover are brutal for labs.

Learn from & leverage all the activity going on in your lab without you having to micromanage.

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Labs in academia are losing an enormous portion of their research each year due to:

Event Research Lost
Poor documentation 20-25%
Student/Staff turnover 25-35%
Poorly designed experiments 20-25%

Liminal is a data capture app designed for academic labs to retain and leverage 100% of all the research they do. Whether you are writing a notebook entry, updating the inventory, or adding a sticky note to that finnicky piece of equipment, Liminal captures it all.

Liminal learns from everything you do, becoming your digital lab manager and expert in what you do. Liminal's AI features offer real-time troubleshooting, personalized learning, organization of all lab work, and smart parsing of old data to suggest new research dissemination options.

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Does any of this resonate with you?

I'm not even sure where all the data from my lab is. The students probably have it somewhere

I can't implement any lab-wide systems because everyone does things their own way

There's not enough time in the day to get everything done

If my funding runs out, I won't be able to continue my research

If my lab got audited, it would be a mess.

Frequently Asked Questions

What is Liminal?

Liminal is a software application designed to help academic scientists get more out of their research by automatically contextualizing and connecting every experiment.

  • Reduce research waste by storing lab activity in a context-based way
  • Eliminate tedius and repetitive work by training your custom AI
  • Easily combine data across multiple experiments for analysis
  • Keep all relevant data in one spot for all your experiments
  • Neatly keep track of all your lab activities

Is the data secure and who owns it?

You own your data and it is stored on secure cloud storage. We are moving towards allowing you to choose your own storage provider, as well as compute provider.

  • Export 100% of your data at any time
  • Connect to University-owned storage (pending)
  • Connect to University-owned compute power (pending)
  • Login/authenticate with University login (pending)

Who is Liminal for?

Liminal is for everyone involved in conducting research in an academic lab

  • Undergraduate students
  • Graduate students
  • Postdocs
  • Staff/Managers
  • Principal investigators

What is the Liminal Advantage?

Double your research output without spending a single extra grant dollar or performing another experiment

  • Store every aspect of your research with the full context (AKA metadata) of your lab attached automatically
  • Go back to previous research and find the data you need to support your current work
  • Your AI learns from everything, becoming your digital lab manager and expert in what you do!
  • Onboard new scientists quicker and retain information from leaving scientists

How can I try Liminal?

  • Fill out this Google Form if you are interested in joining our waitlist
  • Book a short meeting to personally chat with one of our founders

Need Support or Have Questions?

Email: support@liminalbios.com

Meet with a founder: GoogleMeet