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
// 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.

// 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.

Every service below runs however your team needs it - as advisory guidance on your existing team, or as hands-on working sessions where we build alongside you.

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.

Advisory Working sessions
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.

Advisory Working sessions
UNIFIED DATA

Unified Patient Data Layer

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

Advisory Working sessions
INGESTION

Flexible Data Ingestion

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

Advisory Working sessions
// BUILT FOR THE STANDARDS THAT DEFINE QUALITY

One console for every measure that matters.

CMS Star Ratings, HEDIS, Leapfrog, HCAHPS, AHRQ PSI, Joint Commission, and NQF measures - mapped once on the same validated Gold layer, then surfaced live instead of rebuilt every reporting cycle.

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
// 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.

Data Lake & Storage
Azure ADLS Gen2 Azure Key Vault
Transformation & Orchestration
Databricks Databricks Asset Bundles PySpark GitHub Actions
Governance & Standards
Unity Catalog FHIR
Insights & Visualization
Databricks SQL Tableau Power BI
// GET IN TOUCH

Let's modernize your data platform.

Grand Rapids, MI - working with healthcare organizations nationwide.

✉ midatalabco@gmail.com Book an intro call →
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