For many organizations, the question is not whether 2 CFR 200 matters. It is whether their current systems, documentation, and day-to-day practices actually match what the Uniform Guidance requires. That question feels more urgent now because of the current government-wide revisions that took effect on October 1, 2024. That is where a good 2 CFR…
Expert Snippets
What Is Statistical Extrapolation and How Can It Benefit Your Organization?
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 that answer. Statistical extrapolation uses results from a properly selected sample to estimate findings across an entire universe of claims, transactions, or records. When designed…
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 Grants Management Specialist (CGMS), recently attended the National Grants Management Association (NGMA) Annual Grants Training (AGT) 2026, one of the largest and most influential gatherings…
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 both volume and complexity, traditional approaches to identifying unusual patterns are being challenged by the need for more scalable, adaptive solutions. One effective approach is the Isolation Forest algorithm,…
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 at scale. While these advances matter, real-world experience shows that algorithms themselves are rarely the limiting factor. Today’s machine learning algorithms are already highly capable….
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 to fraud after it occurs to preventing it before it starts. By increasing the perceived risk of getting caught and reducing opportunities for abuse, deterrence…
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 but also reinforces trust in an organization’s commitment to doing what’s right. Medicare Advantage payment structures can be complex, and certain arrangements may warrant closer…
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 beneficiaries. These losses not only compromise the integrity of the program but also erode public trust in one of our nation’s most essential public health…
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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 power of data analytics to transform insights into impactful actions. Join us in shaping the future of healthcare integrity.
“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 2024 National Enforcement Action. At Integrity Management Services, Inc., we are honored to support the government in its relentless efforts to combat healthcare fraud, waste, and…
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 critical warning signs: Unusual referral patterns between providers/suppliers Frequent turnover of enrollment agents Unexpected spikes in plan-switching behavior At IntegrityM, we recognize that effective fraud…
