Products / Sage
Sage · Institutional memory

Ask your records.
Trust the citations.

Grounded RAG over your records, guidelines, and trial data. Every answer cites its source, every retrieval is audited.

Cited answersGuidelines DBAudit trail
sage.healytix.com / ask LIVE
QUERY · CLINICIAN · 14:32

What's the workup for this NSTEMI presentation in a CKD patient?

SAGE · CONF 0.94

ECG q15min, serial troponins at 0/3/6h, lipid panel, baseline coags. Given eGFR 38, prefer enoxaparin over UFH and hold metformin if contrast used. Cardiology consult within the hour.

ACC 2024 § 4.2 KDIGO § 3.1 Pt chart 2024-03 NEJM 2023.4711
RETRIEVALS · 4 sources · run r-91b2c
↳ guidelines.acc/4.2 · vec_score 0.92
↳ guidelines.kdigo/3.1 · vec_score 0.88
↳ fabric.Patient/p-9902.eGFR · timestamp 2024-03-12
↳ corpus.nejm/2023.4711 · vec_score 0.81
Technical Specifications
Vector EngineHNSW / pgvector metadata hybrid
Grounding SourcesPubMed, ACC, AHA, Custom Guidelines
Trace Reproducibility100% (Logged prompts & embeddings)
Audit Log Retention10 years standard
Medical Citation Recall99.2%Within guidelines registry

Core Capabilities

Cited answers.

Footnotes link straight to the source chart, paragraph, or guideline.

Guidelines library.

ACC, NICE, WHO, your own institutional protocols, kept current.

Replay every query.

Same inputs, same retrievals, same answer. Forever.

Platform Benchmarks

Embedding Model
Med-Specialized Vectors
Search Type
Hybrid (Semantic + Keyword)
Context Window
Up to 128k Tokens
Privacy
Air-gapped LLM support

System Architecture

Sage uses a multi-stage RAG (Retrieval Augmented Generation) pipeline. It creates vector embeddings of all clinical data and uses a reranking model to provide the most relevant evidence to the LLM.

Source Attributions
Every answer comes with clickable links to the exact source document or resource.
Privacy First
Data never leaves your environment. We support local deployment of Llama-3 and Med-LM.
Trend Analysis
Identify emerging clinical patterns across thousands of patient discharge summaries.

Engineered for Clinical Sovereignty

We believe that healthcare data should be owned and managed by the providers.Sageis designed to integrate into your existing workflows without creating vendor lock-in.

Grounded Clinical AI
Answers are cited directly from your institutional records, preventing hallucinations.
Natural Language Search
Ask complex questions like 'How many patients had troponin spikes after surgery?'
Protocol Indexing
Upload your hospital's SOPs and clinical guidelines for instant staff reference.

Regulatory Compliance & Security Standards

SOC 2 TYPE II READYHIPAA COMPLIANT READYABDM MILESTONES READYNHCX READY