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PrototypeREF · HCR-09

Healthcare RAG

Evidence-first retrieval and summarization tuned for curated medical sources with strict traceability and citations.

Why this matters

Designed to increase trust and utility in AI-assisted healthcare workflows by grounding every output in approved source documents.

Features

  • Source document traceability and references
  • Hallucination-reduction constraints and guardrails
  • Summarization for clinical and operational review
Discuss a Pilot

Outcomes

  • Citations on every claim
  • Reviewer-friendly summary formats
  • Audit log for retrieval and generation
Reference architecture
INGESTRETRIEVEREASONVERIFYDELIVERSourcesCURATED · PERMISSIONEDIndexEMBEDDINGS · BM25ModelGUARDED INFERENCEEvalCITATIONS · CONSTRAINTSSurfaceAUDIT-READY OUTPUTFEEDBACK · HARDEN