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GraphRAG & AI Services

Ask questions in plain English and get answers grounded in the Care-Intel knowledge graph. GraphRAG translates natural language into multi-hop graph traversals over our Biolink / UMLS / SNOMED foundation, then returns explainable, citation-backed results — ready for analysts, copilots, and AI agents.

GraphRAG starter sample
50MB Parquet · free download, no signup
Sample coming soon

GraphRAG natural-language querying

Multi-hop retrieval across providers, facilities, drugs, conditions, trials, ontologies and markets — with provenance on every edge. Deployable via API or embedded in your own copilots.

AI training & fine-tuning data

Clean Parquet JSONL packages of multi-hop relationships and Q&A pairs, built for retrieval-augmented generation and model fine-tuning. Skip weeks of data engineering — consume nodes.parquet + edges.parquet or train.jsonl directly.

Pre-built multi-hop data products

Production-ready knowledge-graph slices, sold as clean Parquet + JSONL with published schema docs:

Drug Manufacturer Market-Intelligence Graph

Trace a generic-drug manufacturer all the way from supply chain to the physicians it pays and the conditions its products are studied for.

OrganizationDrugConditionPhysicianGeographyDrugClass

ACO Network & Value-Based Care Intelligence Graph

A multi-hop map of every Medicare ACO, its participating providers, and the counties/states it serves — ready for value-based care analytics.

OrganizationMsspParticipantGeography

Foundation Medical Ontology GraphRAG Asset

The reasoning backbone for medical LLMs: diseases, their ICD/MeSH identities, IS-A hierarchy, clinical groupings and drug classes — pre-linked for multi-hop GraphRAG.

ConditionIcd10MeSHCcsrCategoryDrugClass

Talk to us

Need a custom multi-hop product or GraphRAG endpoint for your team? Request a demo.