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RCM Performance, AI-Enabled Controls, and Predictable Revenue

Articles and insights on RCM performance, AI-enabled controls, and building predictable revenue outcomes.

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Old AR Recovery in Healthcare: Where AI Helps Most August 14, 2026

Old AR Recovery in Healthcare: Where AI Helps Most

AI helps most in old A/R recovery by scoring which claims are still recoverable, spotting denial patterns, triaging root causes, recommending write-offs, and prioritizing payer follow-up. Human judgment still leads on co…

Read Article AI in Healthcare Revenue Operations: From Prediction to Governance August 12, 2026

AI in Healthcare Revenue Operations: From Prediction to Governance

AI in healthcare revenue operations is moving from predicting problems to acting on them, but that only works with governance. Agentic AI can improve claim accuracy and reduce denials when models are validated, humans st…

Read Article AI Claim Scrubbing vs. Outsourced RCM: Which Wins? August 7, 2026

AI Claim Scrubbing vs. Outsourced RCM: Which Wins?

Neither wins outright, because they solve different problems. AI claim scrubbing catches errors before claims go out and suits teams that want to keep billing in-house, while outsourced RCM adds the people for follow-up,…

Read Article What Is the Average Claim Denial Rate in the US? August 5, 2026

What Is the Average Claim Denial Rate in the US?

There is no single national denial rate because the federal government does not track one centralized database across all insurance types. The most complete, publicly verifiable data comes from CMS’s Transparency in Cove…

Read Article How AI Improves Denial Management for Physician Groups August 4, 2026

How AI Improves Denial Management for Physician Groups

AI improves denial management for physician groups in two ways: predictive models flag claims likely to be denied before submission, and automation speeds up working the denials that still occur. Most groups see the fast…

Read Article Denial Prevention Before Claim Submission: A Practical Framework July 29, 2026

Denial Prevention Before Claim Submission: A Practical Framework

Denials are cheapest to fix before a claim is submitted. The framework has six checkpoints: verify eligibility at scheduling, confirm prior authorization, validate coding, run payer-specific scrubbing rules, confirm docu…

Read Article How to Reduce Claim Denial Rates: A Step-by-Step Guide July 28, 2026

How to Reduce Claim Denial Rates: A Step-by-Step Guide

To reduce claim denial rates, analyze historical denials for root causes, verify eligibility before services, tighten prior authorization, standardize coding, scrub every claim before submission, monitor early-warning KP…

Read Article Denial Management Services: How to Prevent Claim Denials Before They Happen July 28, 2026

Denial Management Services: How to Prevent Claim Denials Before They Happen

Effective denial management prevents denials instead of just chasing them. That means understanding denial categories and codes (CARC and RARC), finding the root causes behind recurring denials, and fixing them upstream …

Read Article Healthcare Revenue Cycle Automation – What Actually Works July 10, 2026

Healthcare Revenue Cycle Automation – What Actually Works

Revenue cycle automation works best on high-volume, rules-based tasks such as eligibility verification, claim scrubbing, charge capture checks, payment posting, and denial routing. It reduces errors and administrative co…

Read Article RCM vs. Medical Billing – What’s the Difference? July 10, 2026

RCM vs. Medical Billing – What’s the Difference?

Medical billing is one part of revenue cycle management. Billing covers creating claims, submitting them, and following up on payment, while RCM covers the full cycle, from scheduling and eligibility through coding, bill…

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