0-Effort Solution to Reproducible & Shareable Bioinformatics
Save up to 10 hours a month for $20
< 5 minute installation & configuration

Liminal: How it saves you time
Designed specifically for the needs of academic scientists
- - Start using within 5 minutes
- - 0-effort to use
- - Affordably priced for grad students to PIs
- - Lab-grade software: rigorous reproducibility and scientific vigor
Level up your labs computational abilities today.
- - Search and learn from your own/teams bioinformatics work
- - Be a leader in bioinformatics with 100% FAIR data
- - Leverage AI through your custom notebook workflow
- - Write Liminal into your Data Management Plan!!!
More Science. Less Overhead.
Concern | Applies to Liminal | What you should know |
I need a lab manager to use it | ❌ | Liminal is built for PI- or student-run labs with no admin overhead. |
I don't have time for a new tool | ❌ | Initial setup takes under 5 minutes |
It won't work with our past data. | ❌ | We are working on retroactively creating notebooks from all your past shell history! |
My lab isn't big enough. | ❌ | Liminal is designed for labs as small as 1 person. |
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 with rigorous standards. Don't lose any more work you do on the shell. Use every keystroke as a tool to teach new scientists and retain knowledge from everyone in your group.
Whether you are writing a notebook entry, updating the inventory, or adding a sticky note to that finnicky piece of equipment, Liminal's vision is to capture it all.
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 contextualized and searchable way
- Sync as many shell/terminal locations as you want to one spot
- Fuzzy-searching to find old work
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, such as an on-premise storage solution.
- Export 100% of your data at any time
- Connect to University-owned storage (pending)
- Login/authenticate with University login
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
How can I try Liminal?
- Click the Click Here or the Green Signup Button in the corner!
- Book a short meeting to personally chat with one of our founders
Looking for collaborators? We also have a free social platform!