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What Causes Medical Coding Revenue Leakage, and How Can Teams Address ...
When I worked in revenue integrity, the question was whether the account accurately reflected the documented care. Were the right charges, codes, and modifiers present? Had anything been missed?
#Autonomous Coding
#audit trails
#AI Medical Coding
#revenue leakage
#revenue integrity
HCC Coding Explained: RAF Scores, MEAT, and How to Make Every Diagnosi...
HCC coding is how Medicare Advantage and other risk-based programs adjust payment for how sick patients are. CMS combines HCC-mapped diagnosis codes with demographic facto...
#Autonomous Coding
#AI Medical Coding
#risk adjustment factor (raf) score
#hierarchical condition category (HCC) coding
FY2027 ICD-10-CM Updates: What Revenue Cycle Teams Need to Know Before...
On October 1, 2026, the FY2027 ICD-10-CM update takes effect for all discharges and encounters from that date forward. By the numbers, it is a quieter year: 190 new ...
#ICD-10
#Autonomous Coding
#Code Updates
#AI Medical Coding
Coding in the AI Era: The Next Generation of Expertise
The original version of this blog appears on Libman Education’s website
#Medical coding
#Autonomous Coding
#Compliance
#Change Management
#AI Medical Coding
Autonomous Medical Coding on Your EHR's Roadmap: What to Ask Before Yo...
The appeal of waiting for an EHR-native solution is understandable: you already own the system, your coders know the workflow, and one vendor can be easier to defend to a CFO than two....
#Autonomous Coding
#Electronic Health Record (EHR)
#AI Medical Coding
2026 Medicare Payment Changes: Key Updates RCM Teams Must Know
In 2026, the Centers for Medicare & Medicaid Services (CMS) reduced work relative value units (RVUs) by 2.5% across nearly 7,000 non-time-based physician services, a c...
#Autonomous Coding
#Compliance
#Denials
#Policy Updates
Autonomous Coding: Accountability and Governance
The original version of this blog appears on Libman Education’s website
#Autonomous Coding
#Compliance
#audit trails
How Autonomous Medical Coding Helps Health Systems Reduce Denials
Most coding-related denials are decided before a claim ever reaches the payer. A code that doesn't fully reflect the documented care, a missing modifier, or a diagnosis-procedure mismatch gives pay...
#Autonomous Coding
#Compliance
#Denials
Vascular Territory Coding Changes in 2026: What Revenue Cycle Teams Ne...
When assessing and treating patients with lower-extremity occlusive vascular lesions, health systems need to use the correct 2026 vascular territory codes. The 2026 update to the CPT code set inclu...
#Autonomous Coding
#Compliance
#Policy Updates
#Code Updates
Building an Audit Process That Actually Reflects Reality
The original version of this blog appears on Libman Education’s website
#Autonomous Coding
#Compliance
#audit trails
Autonomous Coding: Defining and Measuring Accuracy
The original version of this blog appears on Libman Education’s website
#Autonomous Coding
#Compliance
#Accuracy
What Is Clinical Documentation Improvement (CDI)? A Guide for Revenue ...
Medical coding errors carry a steep price. According to the American Medical Association, they cost the healthcare industry approximately $36 billion annually in los...
#Autonomous Coding
#Compliance
#CDI
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