Ellf for Universities

Collaborate on research, experiments, development, data collection and annotation across your institution

Included with Ellf

Annotation platformLabel data with the built-in app Prodigy, the go-to annotation tool in academia

Development supportEasily write, publish and run custom scripts and workflows via your coding assistant

User managementCollaborate with your team and invite students and annotators

Out-of-the-box infrastructureRun jobs in your own cluster in the cloud or locally, no DevOps experience required

Repeatable workflowsSet up, re-run and monitor annotation tasks, batch jobs and fully custom workflows

Project planning and logsCreate and update step-by-step plans and automatically log results and progress

Collaborate on data and experiments

Ellf gives your research group a unified platform for data, annotation and experiments – no more scripts on people’s machines or results buried in someone’s home directory. Students and collaborators can pick up each other’s work, build on previous experiments and keep projects moving.

✳︎Claude Code

› I need to clean the dataset and annotate the documents with the attached schema. What's the best way to do this?
⏺︎Let me put together a project plan and set up the first annotation task for you.

Training experimentSTARTING

Train a modeltrain

Annotate entitiesSTARTED

Named Entity Recognitionner

cluster.example.com

Training experimentSTARTING

Train a modeltrain

Annotate documentsSTARTED

Text Classificationtextcat

Bring your own compute

Plug in a data-private cluster hosted on your own infrastructure, whether that’s a lab workstation or your institution’s cloud account. Your data and models never have to leave your servers.

Progress log

2026-07-07: imported and cleaned raw corpus
2026-07-08: labelled 500 examples for NER
2026-07-09: trained baseline model (F 0.82)

Dr. Charlie Lee

Researcher

Jordan Williams

PhD Student

Log planning and progress

Experiments, runs and results are logged automatically, so your whole group shares a single source of truth. Keep track of what’s been tried, reproduce past work and easily onboard new students.

Classify documentsSTARTING

Text Classificationtextcat

Annotate entitiesSTARTED

Named Entity Recognitionner

Create data resources

Ellf includes a powerful annotation platform to create high-quality datasets. Collaborate on labelling, review each other’s work and build reusable resources you can share across projects.

Ready to get started?

Join the waitlist to bring Ellf to your university, or read the docs to see how it all fits together.

Read the Docs Join Waitlist

Frequently Asked Questions

Any other questions that are not covered here? Email us!