CMS announced on September 22 that it is canceling approximately 315,000 unauthorized Marketplace enrollments covering more than 760,000 individuals. They expect this will return roughly $2.2 billion in subsidies.
CMS says its response includes coordinated data analysis with insurers, agent and broker enforcement, and an anti-fraud coordination group spanning CMS and HHS.
There is a broader program-integrity lesson here.
Identity alone isn’t validation.
A real member can be connected to an illegitimate transaction.
A real provider can be attached to a service they didn’t perform.
A legitimate identifier can be used by someone else.
That’s why modern fraud detection increasingly needs to examine relationships and behaviors, not simply validate individual data fields.
Does the activity make sense?
Who initiated it?
What other members, providers, agents or entities are connected?
Do those connections form a pattern?
AI and advanced analytics can help identify those relationships at scale.
Investigation determines what they mean.
A valid identity doesn’t automatically make the activity valid.
#ProgramIntegrity #HealthcareFraud #HealthcareAI #FraudAnalytics #SchemeDetection #FWA #HealthcarePayers #HealthPlans #PaymentIntegrity
#Investigations #HealthcareInnovation #Fraud #FraudWasteAndAbuse #HealthcareAnalytics #PaymentAccuracy #RevenueIntegrity
Source: https://www.cms.gov/newsroom/press-releases/cms-cracks-down-fraud-waste-abuse-federal-health-insurance-marketplacer
