Health data is scattered and messy. Glance brings order to the chaos.

Medical records are spread across portals, claims systems, pharmacies, wearables, and filing cabinets. We build the infrastructure that assembles the full picture — so clinicians can act on complete information, practices can close care gaps, and people finally understand their own health.

Sound Prediction -- Health data infrastructure for sound decisions
The Signal of Health Data

Glance

Glance is to health data what Signal is to messaging — private, encrypted, yours. It runs standalone on your phone or computer. No server. No account. No cloud. Your health records are encrypted on your device, and we never see them.

For individuals and nurses: free on your own device — lab interpretation, medication tracking, and reference data all work offline, encrypted locally. For providers, ACOs, and hospitals: EHR linking, HCC risk coding, care gap identification, and quality measure computation — built on CMS DPC and SMART on FHIR.

You don't need permission to own your health data. Purpose-built local models — no third-party AI services touch your data.

glance.local
Data Sources
8
Patients
45.2K
ETL & Data Integration
Schema discovery · OMOP mapping · SQL generation
CMS Data Services
DPC · Blue Button 2.0 · Quality measures
Open Source

Predicato

Predicato is our open-source temporal knowledge graph framework. Extract entities and relationships from documents using local ML models, build knowledge graphs that evolve over time, and query across your entire knowledge base — all without external API calls.

Go library with Python client. Embedded databases and local ML via Rust FFI. Bi-temporal modeling, hybrid search (semantic + keyword + graph traversal), entity resolution, and community detection. No API keys, no vendor lock-in, no recurring costs.

// Extract knowledge from a payer contract
episode := client.AddEpisode(ctx, contract,
  WithExtraction(true),
  WithExtendedTriples(true))
// → 47 entities, 83 relationships, 12 rules
// Search with hybrid retrieval
results := client.Search(ctx, "prior auth MRI")
// → IF CPT 70553 AND outpatient,
//   THEN prior auth required
//   Source: contract.pdf, page 14

From our team

Perspectives on health data, clinical technology, and why we build the way we build.

November 05, 2024

Paper forms don't have to be dumb

There’s a recurring debate in nursing that tends to generate more heat than light: paper versus digital documentation...

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July 22, 2024

The hidden cost of missed Annual Wellness Visits

The Annual Wellness Visit (AWV) is one of the most consistently under-utilized preventive care benefits in Medicare. ...

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March 15, 2024

Why we built Glance on OMOP CDM

When we started designing Glance, we had a choice: build a proprietary data model optimized for our specific use case...

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January 19, 2023

Why we don't use LLMs for clinical data transformations

When we started building Glance, one of the earliest decisions we made — and one we’ve held to ever since — was to ke...

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Key partners


Mederrata Research Inc. logo
Mederrata Research is a non-profit working on reducing medical errors.