Healthcare IT thinking from practitioners, not pundits.
Frameworks, clinical IT analysis, and hard-won lessons from 20+ healthcare implementations. No sponsored content. No product announcements. Just the work.
Why 45% of EHR integrations fail — and what the 55% do differently
After 20+ healthcare IT implementations, we have a clear picture of why integrations fail. It comes down to three root causes — none of which are technical.
Clinician-in-the-loop: the only safe model for AI in clinical decision support
AI diagnostics tools are proliferating. Most bypass the fundamental requirement for any clinical system: the clinician must remain in control. Here's why that matters architecturally.
HIPAA, DPDP, and ABDM: building one architecture that satisfies all three
Multi-jurisdiction healthcare IT is complex by default. Build for FHIR R4 from the ground up and you can satisfy all three without separate compliance workstreams.
The billing leak you can't see: how most hospitals lose 10–20% of reimbursable revenue
Revenue leakage in healthcare billing is systematic. It's not fraud — it's uncoded procedures, missed modifiers, and claim submission timing.
Scaling to 150 daily video consults: the infrastructure decisions that determine success
Most telehealth platforms are built for demos, not load. Scaling video consultation infrastructure requires specific decisions at the transport, queue, and scheduling layers.
Why clinical adoption is a design problem, not a training problem
Software that clinicians resist using is software that failed at design — not at training. The distinction changes when you need to intervene: before go-live, not after.
No sponsored content. No vendor opinions.
Every insight here comes from a live healthcare IT engagement — something we actually built, fixed, or observed in a clinical setting. We do not publish vendor briefings, press releases, or conference summaries.
