The Pre-Competitive Alliance for Single-Cell Data

What could you discover if cleaning single-cell data wasn’t the bottleneck?

If your organization is a member of the Single Cell Alliance, you already have standing access to 9,000+ curated public datasets and nine cell-type reference atlases.

No sourcing. No cleaning. No extra fee.

Request data

THE ALLIANCE IMPACT

Here’s what collective action looks like

Over the past several years, the Alliance, made up of the world’s top pharma companies, has already accomplished:

38k+ Samples from healthy donors, 470+ diseases & 670+ data cell types
115M+ reprocessed and annotated single cells
14+ Disease and tissue atlases delivered

SINGLE CELL RESOURCES

Explore ongoing Single Cell Alliance benefits and thought leadership

Video

Data Alliances: A Collaborative Opportunity for FAIR, AI-Ready DataHillary Mosso presents Rancho’s Data Alliances at Bio-IT 2026

112M+ reprocessed and annotated single cells. 14 cell-type atlases delivered. See how Rancho’s three data alliances turn fragmented public data into AI-ready datasets.

Video

Quality and QuantityBuilding 100M+ AI-Ready Single Cells

Dan Rozelle, PhD, on how the Alliance builds AI-ready single-cell data at scale. Recorded live at PMWC.

Video

Applications of Single-Cell DataIn Therapeutic Development

How Alliance members are putting single-cell data to work across real therapeutic development programs.

CURRENT DATA ALLIANCES

Three alliances. One mission: insights you can actually trust.

Rancho leads three pre-competitive data alliances, bringing pharma, biotech, and academic partners together to solve the same problem from three angles: fragmented, inconsistent data that’s hard to trust and harder to reuse.

Members get full data ownership, no subscriptions, and a direct line to Rancho’s curation experts.

Spatial Data Alliance:

Extends the same proven framework to spatial transcriptomics.

  • Harmonizes data across major spatial platforms into one model
  • Ontology-aligned using Uberon and Gene Ontology
  • Built on Rancho’s AI-Ready Data Framework
Join Alliance

Oncology Data Alliance:

Builds a unified, FAIR oncology data foundation.

  • Spans transcriptomics, genomics, and proteomics
  • Aligned across modalities for biomarker discovery and AI-driven cancer research
  • GxP-aligned, with full data provenance and lineage tracking
Join Alliance