In regulated industries such as healthcare, identifying errors is only part of the equation. The real question is this: what is the total financial impact across the full population? Statistical extrapolation provides…
Expert Snippets
Key Takeaways from NGMA AGT 2026: What Today’s Grants Landscape Means for Federal Agencies and Recipients
Key Takeaways from NGMA AGT 2026: What Today’s Grants Landscape Means for Federal Agencies and Recipients Kevin Gregory, Project Lead for a federal post-award monitoring contract at IntegrityM and Certified…
Beyond Rules: Smarter Anomaly Detection with Machine Learning
Smarter detection starts with letting the data speak for itself. Unsupervised machine learning is becoming an increasingly valuable tool for detecting anomalies in complex healthcare datasets. As data continues to grow in…
Responsible AI in Fraud Analytics
AI and machine learning are increasingly central to fraud analytics in complex, highly regulated environments. As adoption accelerates, much of the public conversation focuses on algorithms, new architectures, improved accuracy metrics, and automation…
Strengthening Medicare Program Integrity: The Power of Deterrence in Combating Fraud, Waste, and Abuse
In the ongoing effort to protect the Medicare program, deterrence stands out as a powerful and cost-effective strategy. While detection and enforcement remain critical, deterrence shifts the focus from reacting…
Suspect Payments in Medicare Advantage: Why Transparency Matters
Understanding the context of “Suspect Payments” In Medicare Advantage, payment practices work best when they are clear, consistent, and aligned with beneficiary needs. Strengthening oversight not only reduces compliance risk…
Medicare’s $60 Billion Challenge
Medicare loses an estimated $60 billion annually to fraud, waste, and abuse (FWA), a serious drain on critical health resources that directly affects the care and well-being of millions of…
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We offer solutions as a trusted & reliable program integrity partner. With 30+ years of proven expertise, we deliver successful results for government agencies like CMS and the commercial sector….
Combating Fraud with Data Analytics: The Fight for Healthcare Fraud Continues
News on an addiction treatment facility operator caught paying $2.9M in kickbacks underscores the urgent need for robust fraud prevention. The fight for healthcare integrity continues at IntegrityM. Here, we unlock the…
“Outsized Returns” in Combating Healthcare Fraud!
Last week, the U.S. Department of Justice presented several cases highlighting how “the department’s investment in data analytics produces outsized returns” in its fight against healthcare fraud. Learn more about the…
Signs of Fraud in Payment Arrangements!
Fraud in Medicare Advantage often operates under the radar, but relationships or subtle patterns can reveal its presence. To uphold program integrity, look beyond obvious data anomalies and consider these…
