Data Quality

2 articles on this topic

The Scorecard DHA Already Publishes ★ Premium

September 11, 2026 · 23 min read

Vice Adm. Darin Via's line that data is the Defense Health Agency's North Star got loose this week. The strategy underneath it is eight pages, signed in March, with the right principles and no dates. Each of its five lines of effort has been built somewhere with a number on the page, and the places where the same work failed are on the record too. This issue walks each line against both, and ends at the scorecard DHA has been publishing for a year without calling it one.

DHA Data Strategy Data Governance Data Quality Authoritative Data Sources MHS Data Repository MHS GENESIS War Data Platform Clinical AI Capture Strategy

The Honesty Premium ★ Premium

June 9, 2026 · 18 min read

Six Army captains audited a fleet of dozer maintenance records, found more than 82% of the entries useless, and published it under their own names. A firm priced a job with real AI productivity and got told the price was too low to be credible. Two cases this spring, one about data and one about price, and the system marked both honest parties down. Here is why the machinery underneath speed, innovation, and small business still pays out to the old model, and what it means for the military health enterprise that has the most at stake.

Army Department of War Defense Health Agency Data Quality AI Governance Dirty Data Vantage Cost Realism Acquisition Reform Small Business FY2027 NDAA Medical Readiness Federal Health IT Section 809 Panel PPBE Reform

Data Quality

The Scorecard DHA Already Publishes ★ Premium

The Honesty Premium ★ Premium

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