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Aviana Articles

Fraud and Anomaly Detection

By Fraud Detection

According to Sumsub’s report published on BusinessWire, in 2022, fraud has dramatically increased in five countries, with 5.1% in the USA alone. The report stated that fraud in the banking sector has increased nearly 100%. Account takeovers and chargeback fraud are popular schemes used by…

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Insurance Risk Management

By Risk Management

Quantifying potential risks in future customers, clients, policies, and premiums can oftentimes feel like a gamble for financial service and insurance companies. In 2021 the insurance industry experienced a $3.8 billion net underwriting loss in property and casualty claims alone, and an 11% increase in…

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Reduce Default Risk

By Risk Management

In the financial industry, it is very common for customers to fail to pay on time, either on an occasional basis or on a regular basis. Payment delays can result in both collection and interest losses for financial institutions. Financial services can mitigate risks with…

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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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