Liminal automatically captures every command executed in the command line to generate scientific notebooks instantly. This software integrates seamlessly into existing bioinformatics workflows, ensuring complete record keeping and reproducibility for academic research. Researchers gain 100% recall of their computational analysis without manual documentation overhead.
Funding
Funding not disclosed
Founders
Product
Problem
Academic laboratories face challenges in data documentation, laboratory management, and efficient data sharing, leading to inefficiencies in research workflows and hindering collaboration within and between lab groups. Disconnected files, manual data organization, and a lack of centralized systems contribute to wasted time, irreproducible research, and underutilization of experimental data.
Solution
Liminal provides a software platform designed to organize and connect all aspects of academic research, increasing scientific output and streamlining lab operations. The platform automates tedious file manipulation, combines data across multiple experiments, and keeps all relevant data in one location. By connecting lab notebooks, inventory, sample management, experimental results, task management, and institutional knowledge, Liminal eliminates the need to switch between multiple software platforms, reducing time spent on lab recording and enabling researchers to focus on building their knowledge base. The system also automates notebook entries from command-line work, capturing value from every keystroke and making research more reproducible and accessible.
Target Audience
The primary users are undergraduate students, graduate students, postdocs, staff/managers, and principal investigators involved in conducting research in academic labs.
Features
- Centralized lab notebook for recording experimental details and results
- Automated data organization and file manipulation
- Integration with command-line tools for automatic notebook entries
- Inventory management system for tracking lab supplies and reagents
- Sample management tools for organizing and tracking samples
- Task management features for assigning and tracking tasks
- Social hub for facilitating communication and collaboration within the lab
- Activity feed for tracking lab activities and progress
- Customizable toolkits and report generation
- Secure cloud storage with options for university-owned storage and compute
- User authentication with university login credentials