Everything you wish someone told you about automating RCM
From failed bots to million-dollar recoveries – stories, frameworks, and lessons from the field.
Featured insights
.png)
.png)
.png)
XiFin - 101 Guide
When a private equity firm holds a healthcare technology company for twelve years–nearly double the industry standard–it tells a story. Whether that narrative speaks to product maturity or exit market challenges remains an open question, and one that diagnostic billing leaders should answer before signing multi-year contracts with XiFin. This article is exactly about this.
.png)
Oracle Healthcare Automation | 2026
Oracle's role in healthcare has evolved dramatically over the past several years - from a behind-the-scenes database vendor to one of the most influential players in clinical and financial operations across the United States. For Revenue Cycle Management (RCM) directors and healthcare finance leaders, understanding what Oracle does, where it's headed, and where it's stumbling is no longer optional. It's a competitive necessity.
.png)
.png)
.png)
.png)
"Denials Management" - Term Explanation
Denials management is the structured RCM process of identifying, working, appealing, and preventing insurance claim denials. With commercial denial rates up over 20% in recent years and the average denied claim costing $44 to rework, it is one of the highest-leverage functions in the revenue cycle.
.png)
.png)
Meditech automation | 2026
Meditech automation is a huge challange in healthcare these While the system handles transactions well, it struggles with cross-workflow orchestration, which is why many automation efforts stall or shift work elsewhere. The real challenge is scaling automation without hitting system constraints.ays.
.png)
"Claim Scrubbing" - Term Explanation
Claim scrubbing is the automated process of checking a claim for errors before it is submitted to a payer. It is the last line of defense against preventable denials — catching mistakes that would otherwise delay payment by weeks and cost $25–$44 per claim to fix after the fact.