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Aviana Articles

Right-sizing Limits

By Customer Segmentation

Financial institutions must follow critical guidelines to avoid risk. This may be true, but credit unions and banks may limit their growth potential for businesses or even prevent their members from taking full advantage of their products and services. Discover patterns that would otherwise be…

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Ghost Patients Detection

By Fraud Detection

In July of 2022, the Department of Justice announced criminal charges related to “ghost patients” for more than $1.2 billion in alleged fraudulent telemedicine, cardiovascular and cancer genetic testing, and durable medical equipment schemes. Additionally, the Centers for Medicare & Medicaid Services, and Center for…

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Predictive Maintenance

By Predictive Analysis

Maintenance costs are estimated to range between 15% and 40% of total production costs. In the last three years roughly 82% of companies experienced at least one instance of unplanned downtime; in just the automotive industry alone, the average manufacturer loses $22,000 per minute when…

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Medical Identity Theft Detection

By Fraud Detection

Roughly 2.3 million Americans are victims of medical identity theft per year and have to pay an average of $13,450 in out-of-pocket expenses–two-thirds of those patients reported paying over 13,500. Medical identity theft is estimated to cost the healthcare industry over $30 billion a year….

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Auto Claim Fraud Detection

By Fraud Detection

According to the California Department of Insurance, the Fraud Division received 15,112 suspected fraudulent claims (SFCs), assigned 532 new cases, made 201 arrests, and referred 317 cases to prosecuting authorities from 2020 to 2021. The potential loss amounted to $215,383,939. However, auto insurance fraud is…

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