Deep-dive guides written by practitioners, not textbooks. Understand the systems that drive Medicare Advantage revenue, quality ratings, and population health outcomes.
Learn from practitioners who've built and optimized these systems at real health plans
How MA plans work, who they serve, and why they've become the dominant model for Medicare delivery.
12 min read Read ArticleThe V28 model mechanics — ICD-10 mapping, hierarchies, interaction terms, and the financial engine behind MA plan revenue.
Most Popular 15 min read Read ArticleACOs, bundled payments, capitation, and shared savings — the shift from volume to value and what it means for your bottom line.
10 min read Read ArticleHow CMS measures plan quality, the five-star system, bonus payments, and strategies to improve your rating.
12 min read Read ArticleDocumentation specificity, common pitfalls, V28 coding changes, and building a compliant coding accuracy program.
10 min read Read ArticleRisk stratification, care gap identification, social determinants integration, and measuring what matters.
10 min read Read ArticleBFILABS.AI's guides are written by practitioners who've worked in health plan operations — not academics distilled from theory. Every concept is grounded in real implementation experience, drawn from decades of hands-on analytics work in Medicare Advantage, risk adjustment, quality management, and population health.
Our goal is to give small health plans and ACOs the same knowledge base that large plans pay millions for through big consulting firms. These guides demystify complex systems, highlight what actually matters in practice, and provide actionable frameworks you can implement immediately.
Our team has implemented every concept in these guides at real health plans. Let's talk about your specific challenges and how we can help you move faster, optimize revenue, and improve quality.