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Built for healthcare data teams.

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Healthcare Data Insights

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

For Data Leaders

Executive briefings for Directors, VPs, and CTOs

Platform comparisons, TCO analysis, and governance frameworks — written for the people who approve the budget.

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Data Governance Articles

13 articles

Showing 1–6 of 13 posts

Data Governance

Healthcare Data Governance: Building a Data Dictionary for Your Health Plan or PBM

Most health plans have a data governance policy. What they often lack is the artifact governance committees produce: a working data dictionary engineers actually use. Here is how to build one — and make it stick across teams.

9 min read·Jun 4
Data GovernanceHealth Plans
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Data Governance

Why Health Plans Need a Healthcare Data Dictionary in 2026

Three engineers at the same health plan. Same patient database. Three different column names for date of birth. This is the hidden cost of inconsistent data naming — and it is almost never a line item in the budget. Here is the ROI case for healthcare data dictionaries.

8 min read·Jun 4
Data GovernanceHealth Plans
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Data Governance

Healthcare Data Dictionary: Complete Guide for Data Engineers in 2026

Every healthcare data warehouse eventually fails a HIPAA audit, produces a wrong HCC score, or generates a failed HEDIS submission — and traces the problem back to a missing or inconsistent data dictionary. Here is how to build one that actually gets used.

14 min read·May 18
data dictionaryhealthcare data
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Data Governance

Healthcare Data Contracts: How to Enforce Schema Standards Across Teams

A data contract is a formal agreement between the team that produces data and the teams that consume it — specifying schema, quality rules, SLAs, and ownership. In healthcare, where a schema change in the claims pipeline can break downstream HEDIS calculations, data contracts are a stability mechanism, not a formality.

10 min read·Apr 29
data contractsschema standards
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Data Governance

SOC 2 Type II for Healthcare Data Platforms: What Engineers Need to Know

SOC 2 Type II is increasingly a vendor requirement and a customer expectation for healthcare data platforms. Here is what engineers need to implement — beyond what the auditors tell you.

8 min read·Apr 21
SOC 2SOC 2 Type II
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Data Governance

21st Century Cures Act: Data Architecture Requirements for Health IT Teams

The 21st Century Cures Act is not just a compliance checkbox — it mandates specific technical capabilities around open APIs, information blocking prohibition, and patient data access. Here is what your data architecture must deliver.

8 min read·Apr 21
21st Century Cures Actinformation blocking
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