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Strata Health · Healthcare
Clinical knowledge copilot
A retrieval system over 1.4M clinical documents with citation-grade answers, deployed in a private VPC.
RAGHealthcare
−72%
time-to-answer
1.4M
documents indexed
100%
answers cited
The challenge
Clinicians were losing hours hunting through scattered protocols, and the compliance team would not accept any answer that couldn't be traced to a source.
Outcome
−72% time-to-answer for clinicians
Our approach
- Built a hybrid keyword + vector retrieval pipeline over 1.4M documents
- Grounded every answer with inline citations and a hallucination eval suite
- Deployed fully inside the client's VPC so patient data never left their environment
- Instrumented live queries for ongoing human review and regression testing
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