Welcome to the Data Lab.

Better data. Healthier patients. Stronger care.

We modernize healthcare data infrastructure - moving organizations from fragmented on-prem systems to a unified, cloud-native data platform on Azure and Databricks that closes care gaps and improves quality scores.

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INTEGRATIONS SHIPPED
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IMPLEMENTATIONS
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CLIENT RETENTION
// HOW DATA MOVES THROUGH THE PLATFORM
From fragmented sources to decision-ready insight.
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Sources
EHR · Claims · Labs · ADT · Pharmacy
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Bronze
Raw ingest · ADLS Gen2
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Silver
Normalize · validate · Unity Catalog
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Gold
HEDIS · Star Ratings · measures
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Insight
Tableau · Power BI · Databricks SQL
// WHAT WE DO

Services built for healthcare data.

CLOUD MIGRATION

Cloud Migration & Modernization

Moving healthcare organizations from on-premise systems to Azure and Databricks - built to be owned and operated by the client, not by us.

QUALITY ANALYTICS

Clinical Quality Analytics

Dashboards and measurement logic for HEDIS scores, CMS Star Ratings, and LeapFrog performance - built directly on validated Gold-layer data.

UNIFIED DATA

Unified Patient Data Layer

Consolidating disparate sources - EHR, claims, lab, ADT, pharmacy - into a single validated layer on Databricks Unity Catalog.

INGESTION

Flexible Data Ingestion

Pipelines supporting real-time and batch data movement from APIs, flat files, FHIR endpoints, and databases.

// BUILT FOR THE STANDARDS THAT DEFINE QUALITY

One validated layer, mapped to every measure that matters.

CMS Measures
Leapfrog
HCAHPS
AHRQ PSI
Joint Commission
NQF Endorsed
HEDIS
Unified Quality & Outcomes Layer

Every framework mapped once on the Gold layer, so reporting for one measure never means re-building the rest.

// THE DIRECTION OF TRAVEL

One console for the metrics that matter.

A comprehensive, closed-loop approach to clinical insight - built to surface improvement opportunities before they show up in a quarterly report.

We treat clinical insight as a system, not a stack of spreadsheets. Readmissions, mortality, patient experience, and CMS star ratings all read from the same validated Gold layer, so an improvement opportunity surfaced in one report holds up everywhere else it matters.

Unified measures

One Gold-layer definition per metric, feeding every dashboard, regulator, and payer report the same number.

Early signal detection

Risk and quality shifts surface from unified ADT, claims, and care-management data - before they land in a CMS refresh.

Closed-loop improvement

Findings route back to the teams who own the workflow, so an opportunity gets tracked to resolution, not just reported.

clinical-insights.ops
LIVE
Time to Delivery -18%
Value Realized +24%
30-Day Readmissions -11%
Risk-Adjusted Mortality -9%
Willingness to Recommend +7 pts
CMS Star Rating +0.4
// illustrative, not audited figures synced 4m ago
// THE OWNERSHIP PRINCIPLE

Every platform we build runs on the client's Azure environment, the client's Databricks workspace, and the client's infrastructure. If anything ever happened to Data Lab, every client platform keeps running without interruption.

// TRUSTED BY HEALTHCARE LEADERS

Healthcare systems & networks.

St. Luke's - Fountain Hill, PA Geisinger Health - Danville, PA Bon Secours Mercy Health - Cincinnati, OH Memorial Healthcare - Gulfport, MS
// THE STACK

Built on a proven, auditable platform.

Azure Databricks Unity Catalog ADLS Gen2 Azure Key Vault GitHub Actions Databricks Asset Bundles Tableau Power BI Databricks SQL PySpark FHIR
// GET IN TOUCH

Let's modernize your data platform.

Grand Rapids, MI - working with healthcare organizations nationwide.

✉ josh@midatalab.net Book a 30-min call →
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