Practical guides on healthcare data lakes, patient identity resolution, FHIR/HL7v2 interoperability, document intelligence, and research data systems — written from doing the work, not marketing it.
Why patient matching quietly fails as systems multiply, and how an EMPI built on OpenCR/HAPI FHIR fixes it without a proprietary license.
HL7v2 isn't dead and FHIR isn't a drop-in replacement. A practical guide to what your interoperability layer actually needs to support.
A practical look at building an OCR/document-intelligence pipeline for lab reports, faxes, and clinical paperwork — without per-page SaaS fees eating the budget.
A grounded, category-by-category cost comparison between commercial healthcare IT platforms and open-source alternatives — including where commercial still wins.
Practical, non-hype guide to where AI genuinely improves healthcare IT operations — document processing, data quality, and automation — and where it doesn't belong yet.
REDCap Cloud's per-project pricing punishes growing research programs. Here's how flat-rate, self-managed infrastructure compares.
A practical guide for nonprofits evaluating REDCap hosting — licensing eligibility, realistic budget ranges, and what actually matters.
Seven concrete questions to ask any REDCap hosting provider before signing — covering compliance, environments, and licensing.
A practical breakdown of what actually makes a REDCap environment HIPAA compliant — infrastructure, agreements, and administrative controls.
A clear walkthrough of how the REDCap consortium license actually works — eligibility, the request process, and common misconceptions.