mdatool
Healthcare Data Dictionary for the Modern Data Stack
LibraryBlogPricing
mdatool
mdatool

The healthcare data dictionary for dbt, Snowflake, Databricks, and BigQuery. 100,000+ ISO-11179 standard terms, free SQL tools, and AI data modeling.

HIPAA-AlignedEnterprise Ready

Tools

  • SQL Linter
  • DDL Converter
  • Bulk Sanitizer
  • Naming Auditor
  • Name Generator
  • AI Data Modeling
  • HCC Calculator
  • Data Model Canvas

Library

  • Glossary
  • Guides
  • Blog

Company

  • About
  • Contact
  • Pricing

Account

  • Sign Up Free
  • Sign In
  • Upgrade to Pro
  • Dashboard

Legal

  • Privacy Policy
  • Terms of Service

© 2026 mdatool. All rights reserved.

Built for healthcare data engineers & architects.

Blog

Healthcare Data Insights

In-depth guides, tutorials, and best practices for database design, data architecture, and healthcare data modeling.

Filter:All (71)Tools & ComparisonsHealthcare Data ModelingHealthcare Data PlatformsData ModelingHealthcareData ArchitectureSQL & PerformanceDatabase MigrationPharmacyData EngineeringData GovernanceCloud ArchitectureProvider DataRisk AdjustmentDDL & SQLHealthcare StandardsPharmacy DataHealthcare Data Engineering

Showing 37–42 of 71 posts

Cloud Architecture

HIPAA-Compliant GCP Architecture: BigQuery, VPC Service Controls & Cloud Healthcare API (2026 Guide)

Building HIPAA-compliant data infrastructure on Google Cloud requires more than checking a BAA checkbox. Here is the architecture — BigQuery, Cloud Healthcare API, Pub/Sub, Dataflow, and the security controls that make it defensible.

9 min read·Apr 21
GCPHIPAA
Read more
Cloud Architecture

Multi-Cloud Healthcare Data Architecture: Patterns, Risks, and Best Practices

Healthcare organizations end up multi-cloud for reasons that are rarely strategic. Here is how to architect data infrastructure across clouds without creating a compliance and operational nightmare.

8 min read·Apr 21
multi-cloudhealthcare data architecture
Read more
Cloud Architecture

GCP vs Azure vs AWS HealthLake: FHIR Comparison 2026

Three cloud giants, three healthcare data services, and one question: which one actually fits your architecture? A practical comparison across FHIR compliance, PHI handling, pipeline integration, and real-world limitations.

10 min read·Apr 21
Google Cloud Healthcare APIAzure Health Data Services
Read more
Data Governance

Data Stewardship vs Data Ownership in Healthcare Organizations

Data stewardship and data ownership are two distinct roles that most healthcare organizations conflate — until a governance failure makes the difference obvious. Here is how to define and assign both.

7 min read·Apr 21
data stewardshipdata ownership
Read more
Healthcare Data Modeling

Master Data Management in Healthcare: Patient, Provider, and Payer MDM Explained

Duplicate patient records, fragmented provider directories, and inconsistent plan data are MDM failures. Here is how to design MDM architecture for the three core healthcare domains.

9 min read·Apr 21
master data managementMDM
Read more
Data Governance

Top Data Governance Tools for Healthcare in 2026 (Ranked)

Not every data governance platform can handle PHI, audit trails, and clinical terminology. Here are the top tools ranked for healthcare — with an honest take on where each one falls short.

9 min read·Apr 21
data governanceHIPAA
Read more
← Prev56789Next →

Stay Updated

Get the latest healthcare data architecture articles delivered to your inbox.