Knowledge graphs & semantic data integration

Rancho BioSciences builds and populates biomedical knowledge graphs that connect internal research data with public knowledge bases, enabling semantic search, hypothesis generation, and AI-powered discovery. We partner with leading platforms including ONTOFORCE (DISQOVER) to deliver turnkey knowledge graph solutions. Why it matters: Traditional databases store data in silos; knowledge graphs connect entities (genes, diseases, drugs, pathways, publications) through meaningful relationships, enabling questions like "which targets are implicated in both Disease X and Pathway Y?" But knowledge graphs are only valuable if they're populated with high-quality, well-curated data — otherwise you get garbage in, garbage out at scale.

How we work: We handle the data layer that makes knowledge graphs useful: curating internal data, mapping to standard ontologies, integrating public sources (UniProt, ChEMBL, ClinicalTrials.gov, literature), and ensuring semantic consistency across the graph. We deliver populated knowledge graphs ready for querying, visualization, and downstream AI/ML applications.

Proof points: Rancho is the data services partner behind ONTOFORCE DISQOVER deployments, supplying the expertly curated content that makes the platform valuable. Our Terminology Management Solution (TMS) supports mapping across all major biomedical ontologies.

Next steps: If you've invested in a knowledge graph or data platform but it's an "empty lake" that scientists don't use — or you're evaluating knowledge graph solutions and need a curation partner — let's discuss how to turn your platform investment into ROI.