What Providers want to achieve

  • Drive value-based care performance — close care gaps

  • Calculate quality metrics

  • Build 360 patient view and improve patient engagement

  • Reduce administrative burden

  • Improve patient outcomes with CDS

  • Clinical research and trials

  • Ensure compliance with current regulations

  • Enable AI workflows

  • Provide data access to third parties — build an app store

Problem

The Fragmentation Problem

Organizations do not lack data or technology. They struggle with fragmentation across systems, programs, and governance structures. Complex layers of point solutions create operational friction and limit scalability.

Solution

Standards & interoperability

The answer is a shared, standards-based foundation: adopt FHIR and build for interoperability so data moves securely and at scale across systems, and computable clinical logic can run over it to coordinate workflows, govern decisions, and produce auditable outcomes.

Health Samurai
Aidbox

Postgres-based
FHIR® data platform

Mature FHIR products now natively run on Databricks Lakebase

More on the Health Samurai × Databricks partnership
HIPAA ISO/IEC 27001:2022 Certified GDPR DRUMMOND CERTIFIED ONC HEALTH IT Databricks Technology Partner

We turn Databricks into a FHIR-native platform

Mature FHIR products run on the Databricks foundation — no new infrastructure to operate.

Integrate Harmonize Unify Process Analyze
Health Samurai FHIR-native layer

Interbox

code-first integration

SDK

type-safe FHIR SDK

Termbox

SNOMED, LOINC, RxNorm

MDMbox

Master Patient Index

Smartbox

SMART-on-FHIR apps

Aidbox

FHIR server & DB

Formbox

FHIR SDC forms

SQL on FHIR

interoperable analytics

Databricks data foundation

Lakebase

managed Postgres

Unity Catalog

governance

Delta Lake

lakehouse

Spark · ML / AI

compute & BI

Databricks gives the lakehouse — Health Samurai makes it speak FHIR.

Use case

Data Platform

  • Data aggregation from multiple sources

  • Data validation, deduplication, and data quality improvements

  • Data normalization to FHIR

  • Advanced analytics and gaps in care

Customers

Sunnybrook

Clinical research project for large Hospital in Canada

Innovaccer

#1 value based care platform in the US

KONZA

HIE / QHIN

Deep6

AI-powered clinical-trials matching

WA DOH

Public Health

Use case

CDS tools

Provider-facing applications aggregating data from EHRs, medical devices, and external sources for AI/ML analytics and CDS recommendations. Results are delivered back to EHRs in a standard way via SMART on FHIR apps and CDS Hooks.

Customers

Prenosis

FDA-approved tool for sepsis prediction with a seamless clinician experience

Keebler

Detection of undocumented conditions for value-based care

Use case

Patient portals

Aggregate data from multiple sources, collect additional patient-reported data (FHIR SDC), and create a 360 patient view. Enables scheduling, consent management, and other patient engagement improvements.

Customers

Patients Know Best

Largest PHR in the world, serving more than 25% of the UK population

Novellia

Collects additional data from patients, shares AI-powered insights, and builds data products for pharma companies

Use case

CMS / ONC compliance use cases

Patient Access API, Provider Directory API, Provider Access API, Prior Authorization API (CMS 9115, 0057, 0062, ONC g10, G9). FHIR data access and sharing, SMART on FHIR app store.

Customers

IHCS

CMS compliance

VillageCare

CMS compliance

Healthie

ONC compliance, 3rd party app store

RXNT

ONC compliance, 3rd party app store

What it means for you

01

More complete healthcare data offering fully within Databricks

02

Organic introduction of Lakebase to existing and new clients

03

Making it simple to get more healthcare data to Delta Lake

All these services run in your clients' Databricks infrastructure!

Our pricing is flat-fee, which keeps product costs predictable and sets us apart from hyperscalers and other competitors.

Let's discuss your projects

Pavel Smirnov

Pavel Smirnov

CEO, Health Samurai

+1 (818) 731-1279

pavel@health-samurai.io
Max Saskov

Max Saskov

Head of Business Development

max.saskov@health-samurai.io
health-samurai.io

We're always reachable via Intercom on the site — let us know you're from Databricks and we'll take care of your question.

Appendix · Product overview

Data & interoperability core

Aidbox

Aidbox

FHIR server & data platform

  • Sub-second queries at 16 TB scale

  • FHIR, HL7v2, C-CDA, X12, SNOMED, LOINC

  • Innovaccer (54M patients), Sunnybrook, CODA

Interbox

Interbox

Code-first integration engine

  • Durable, queue-driven runtime — nothing dropped

  • HL7v2 modernization, custom workflows to FHIR

  • Local codes → LOINC, SNOMED, ValueSets

Termbox

Termbox

Fastest FHIR terminology server

  • 5–30× faster; <100ms p95

  • 1,000+ terminologies; SNOMED indexed <1 min

  • SNOMED CT, LOINC, RxNorm, ICD-10

MDMbox

MDMbox

FHIR-native MPI & MDM

  • Match in ms; 5M patients in 20 min

  • 100M+ records; 90% fewer duplicates

  • Steward UI, auto-merge, safe unmerge + audit

Appendix · Product overview

Apps, forms & analytics

Formbox

Formbox

FHIR SDC form builder

  • 4,000+ ready-to-use encoded templates

  • SMART on FHIR, PDF→digital, AI-assisted

  • Bupa, Duodecim (EU MDR IIa), Quebec telemed

Smartbox

Smartbox

ONC-certified FHIR API

  • ONC-certified; 21st Century Cures Act

  • FHIR, C-CDA, Bulk Export APIs — §170.315 (g)(10)

  • Yale New Haven Health, Narus, BestNotes

SDK

Type-safe FHIR SDK

  • Types generated from FHIR profiles

  • TypeScript, Python, C#

  • Tree-shakeable @atomic-ehr/codegen

SQL on FHIR

Interoperable FHIR analytics

  • ViewDefinition flattens FHIR → tables

  • Standard SQL-on-FHIR spec

  • $materialize to Delta Lake / Postgres

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