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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

Claude for Healthcare Overview | 2026

In January 2026, Anthropic launched Claude for Healthcare at the J.P. Morgan Healthcare Conference - a dedicated toolkit integrating Claude with US medical data infrastructure. This guide covers the full technical architecture, clinical benchmarks, real-world case studies (Banner Health, Novartis, Novo Nordisk), HIPAA compliance details as of April 2026, and a head-to-head comparison with OpenAI's healthcare offerings. Essential reading for anyone planning a healthcare AI implementation.

Jędrzej Szymula
May 6, 2026

Epic Automation | 2026

Automation is no longer a future promise in healthcare - it is an operational imperative. Rising labor costs, increasing payer complexity, shrinking reimbursement margins, and the relentless administrative burden on clinical staff have made manual processes untenable at scale. Epic Systems, which powers the electronic health records of more than 300 million patients across the United States, has positioned itself as a central platform for healthcare automation. But the distance between what Epic's automation features can do and what most organizations actually extract from them remains significant.This guide is written for healthcare IT professionals, practice managers, and revenue cycle leaders who need to move beyond the marketing overview and understand what Epic automation actually involves - the mechanics, the metrics, the mistakes, and the path forward.

Jędrzej Szymula
April 10, 2026

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.

Jędrzej Szymula
April 10, 2026
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Revenue Cycle Management in Cardiology

Fnancial pulse of a cardiac practice requires demands a specialized approach: the Cardiology Revenue Cycle Management (RCM). As clinical procedures become more complex - ranging from diagnostic imaging to intricate interventional electrophysiology - the administrative back-end must be equally sophisticated to ensure financial viability.

Jędrzej Szymula
March 11, 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

Dental Revenue Cycle Management | 2026

Efficient revenue cycle management prevents "revenue leakage," where services are performed but never fully reimbursed. In 2025, dental services have shifted from semi-automated case processing to vast human-in-the-loop automations and predictive analytics. Interested in more detail on this transformation? Here’s our take on the best strategies for dental RCM in 2026.

Jędrzej Szymula
March 2, 2026

RCM Automation in Healthcare | 2026

Read more about RPA in RCM and discover what can be achieved.

Bart Teodorczuk
February 25, 2026

#5 Globally in GoodFirms’ Top RPA Companies for 2026!

Being #5 means we are officially in the top 0.5% of RPA providers globally!

Jędrzej Szymula
February 19, 2026

Revenue Cycle Management for Physician Practices

The management of fiscal vitality within physician practices has become a discipline of precision. With Payor AI and batch At the core of this effort lies the revenue cycle, a sequence of functions that begins with the appointment and concludes with the final settlement of payment.

Jędrzej Szymula
February 19, 2026

Agentic AI Workflows

February 4, 2026

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