Intelligence for Revenue Leaders
Data-driven analysis, industry intelligence, and operational strategy from the MedixCode revenue engineering team. No fluff — only
insights that drive decisions.
FEATURED ANALYSIS
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FEATURED ANALYSIS
The 2026 Denial Rate Crisis: Why Clean Claims Are the New Competitive Advantage
Average denial rates have climbed to 12.4% industry-wide — a structural shift driven by payer automation and tightening medical necessity requirements. Here’s what revenue leaders need to know.
March 2026 · 8 min read · Revenue Strategy
Latest from Revenue Engineering
REVENUE STRATEGY
AR Days as Infrastructure Metric: Rethinking Revenue Cycle KPIs
Why AR days alone don’t tell the full story — and which compound metrics actually predict revenue performance.
February 2026 · 6 min read
COMPLIANCE
Q1 2026 Payer Rule Changes: What Your Billing Team Needs to Know
A comprehensive breakdown of major payer rule updates effective January 2026 and their impact on claim submission workflows.
January 2026 · 10 min read
TECHNOLOGY
AI in Revenue Cycle: Where Automation Works and Where Humans Still Win
An honest assessment of AI capabilities in medical billing — and why the human expert layer remains irreplaceable.
January 2026 · 7 min read
INDUSTRY ANALYSIS
The True Cost of Denial Rework: A Financial Model for Practice Leaders
We built a model that quantifies the hidden costs of denial management — from staff time to opportunity cost of delayed revenue.
December 2025 · 9 min read
REVENUE STRATEGY
From Vendor to Infrastructure: Why the Billing Relationship Model Is Broken
The traditional vendor-client billing model creates misaligned incentives. Here’s what infrastructure partnership looks like instead.
December 2025 · 5 min read
COMPLIANCE
HIPAA Audit Readiness: Building a Compliant Revenue Infrastructure
A practical guide to ensuring your revenue cycle operations meet HIPAA requirements — from data handling to staff training protocols.
November 2025 · 8 min read
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