Healthcare AI & Value-Based Care Insights
Practitioner-level guides on EHR integration, FHIR APIs, HCC risk adjustment, the CMS ACCESS Model, and the data and AI infrastructure that makes value-based contracts perform.
What is the CMS ACCESS Model? A Practical Guide for ACOs
The CMS ACCESS Model launches in 2026. A practical guide for ACOs on the requirements (FHIR APIs, PROMs, outcome attainment) and how to prepare.
HCC Risk Adjustment Automation with NLP: A 2026 Guide
How HCC risk adjustment works under V28, why manual coding leaves revenue on the table, and what an NLP pipeline on Azure and Microsoft Fabric looks like.
Epic FHIR Integration for ACOs: What Actually Works
A practitioner's guide to Epic's FHIR R4 API for ACO data teams: App Orchard vs. public FHIR, Bulk Data, auth, rate limiting, and common pitfalls.
Building an ACO Data Platform: Architecture & Requirements
Reference architecture for an ACO data platform, lakehouse layers, key data products (attribution, care gaps, HCC, quality measures), and build-vs-buy.
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Working on a value-based care contract, ACCESS Model application, EHR integration, or AI-enabled clinical workflow project? Book a 20-minute discovery call or email [email protected].