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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

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.

Jędrzej Szymula
March 25, 2026

What is HRA? | 2026

Health Risk Assessments (HRA) have evolved from simple questionnaires into critical infrastructure for population health and revenue cycle strategy. This guide explores how HRAs identify hidden patient risk, impact care management, and drive financial performance—along with the operational frameworks needed to make them actually work.

Jędrzej Szymula
March 16, 2026

No Suprises Act from RCM perspective | 2026

The No Surprises Act reshaped how healthcare providers handle billing, compliance, and patient protections. This guide explains the law’s key provisions, its impact on revenue cycle management, and the steps healthcare organizations must take to remain compliant and avoid costly billing disputes.

Jędrzej Szymula
March 9, 2026
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Compliance Automation in Healthcare

In this article we underline the transition to Autonomous Compliance in the GCGP era. In 2026 Continuous Control Monitoring (CCM) and Agentic AI replace reactive audits and boost mainly-manual processes. It is an EBITDA multiplier that reduces "administrative drag" by 20–30% and recaptures the equivalent of one full staff day per week. Interested in detail? Here's our take on compliance automation in healthcare.

February 4, 2026

RCM Outsourcing in Healthcare | 2026

Many providers are finding that offshore staffing, once the gold standard for cost-cutting, is now a liability. So why is the traditional "labor arbitrage" model failing in 2026? This article explores why leading RCM leaders are abandoning legacy "stuffing" in favor of Agentic AI outsourcing.

Bart Teodorczuk
February 2, 2026
RCM Statistics | 2025 Overview

RCM Statistics | 2026 Overview

2025 has changed a lot in the RCM industry. Manual process handling is no longer financially viable, denials remain persistently around 5%, and the internal Cost-to-Collect constantly rises. Interested in details and data? Here’s our take on the main RCM statistics.

Jędrzej Szymula
January 7, 2026
What Is Agentic AI? | The Not So Obvious Guide

What Is Agentic AI? | The Not So Obvious Guide

What counts as agentic AI? Is it a set of rules or a fully autonomous entity capable of performing complex reasoning? What does the AI agent actually do? If those questions sound familiar, you’re in the right place – this article breaks it down.

Jędrzej Szymula
December 9, 2025
Agentic AI Frameworks | 2025

Agentic AI Frameworks | 2026

Still wondering which frameworks actually power agentic AI? Looking for answers, what stack are Google and the other leaders betting on? Agentic AI seems to be everywhere. This article answers some of the most researched questions in 2025. If you’re looking for clear answers on AI frameworks, you’ll find them here.

Jędrzej Szymula
December 2, 2025
Top RCM Trends | 2025

Top RCM Trends | 2026

Wondering what is the biggest trend in healthcare RCM in 2025? Or maybe, what actually shows progress, not just buzz, across life sciences and provider finance teams? Smarter people or smarter systems? From Deloitte to HFMA, the verdict seems to be clear. Here’s our take on the top RCM trends in 2025

Karl Mielnicki
November 24, 2025
Top 20 Healthcare Softwares in 2025 | The Execs Guide

Top 20 Healthcare Softwares in 2025 | The Execs Guide

In 2025, the U.S. healthcare landscape is still weighed down by old problems — clogged revenue streams, high denial rates, and never-ending paperwork. But some smart tools are cutting through the noise. Wondering what is the most used med-software across the States? Which healthcare management system is the best? Or maybe, you just want to keep up with trends? This article is here to help.

Jędrzej Szymula
October 27, 2025
Fixing Denial Codes | Agentic AI in Revenue Cycle Management

Fixing Denial Codes | Agentic AI in Revenue Cycle Management

Every billing manager knows that denials are the silent killers of healthcare revenue. The good news? Modern AI automation can fix, resubmit, and even prevent denials before they impact your bottom line. In this article we explore how denial codes work, why they’re so costly, and how AI automation can help you deal with them.

Jędrzej Szymula
October 11, 2025
The Hottest Agentic AI Examples and Use Cases in 2025

The Hottest Agentic AI Examples and Use Cases in 2026

From automating healthcare RCM and legal drafting, to managing inventory for global retailers and mitigating cybersecurity threats - agentic AI is no longer confined to labs or pilots. AI agents are already delivering measurable impact across industries, executing complex workflows with autonomy, precision, and adaptability. In short, Agentic AI is industry-agnostic and process-rich. Here's our take on this.

Jędrzej Szymula
October 2, 2025