Use cases

Create an scRNA-seq atlas

Create a standardized scRNA-seq atlas; access and transfer CELLxGENE datasets to your instance.

Validate metadata

Validate and annotate datasets with standardized metadata; import public ontologies.

Share data & analyses with provenance

Track analyses in Jupyter Notebooks, Python scripts, and apps.

Create an imaging atlas

Access large collections of images; query, download, iterate through images with standardized metadata.

Build data loaders for large data collections

Train machine learning models on large collections of arrays

Integrate with workflow managers

Track pipeline runs with your favorite workflow manager, integrate LaminDB for global provenance.