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Predictive Analytics

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August 17, 2020

5 claims lessons from the COVID-19 pandemic

Today, we can examine insurance trends that are likely to continue post-COVID-19. Here are some key takeaways for insurers as a new chapter unfolds across the industry.

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August 14, 2020

Using predictive analytics to gain pricing insights in uncertain times

Learn how predictive analytics can help auto insurers estimate loss costs.

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August 10, 2020

Why Lloyd’s underwriters need to consider casualty disaster scenarios

How Lloyd’s syndicates can identify and measure aggregations of insurance risk.

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August 5, 2020

Capturing mileage across a shifting auto insurance landscape

One statistic profoundly affected by COVID-19 lockdowns has been miles driven, and so capturing mileage more precisely may become critical for auto insurers.

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July 15, 2020

Artificial intelligence in claims fraud: How AI is automating suspicious behavior detection

Insurers are turning to AI to detect claims fraud automatically – but to get the most from their analytics, they need to understand an anti-fraud system.

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May 28, 2020

COVID-19 and workers’ comp: Managing rising claim volume and costs

With thousands of essential employees reporting to work—including health care workers—there could be an influx of workers’ comp claims related to the virus.

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May 14, 2020

The critical role fraud scenarios play in advanced analytics

Neural networks, machine learning, multivariate random forest models, and various derivatives of the same are being used to create modern fraud detection models.

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February 27, 2020

Five data-driven strategies for fighting insurance claims fraud

As we enter 2020, the insurance industry looks much different than it did ten years ago.

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February 4, 2020

New credit-based insurance score taps two powerful resources

Verisk and Equifax have joined to create Inflection, a credit-based insurance score powered by a trended-credit model to increase its predictive potential.

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January 16, 2020

How to find fraud in insurance claims

For insurers looking to stem the $30 billion-a-year insurance claims fraud problem, early detection is key.

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December 20, 2019

Property/casualty medical fraud: 5 strategies for reducing your exposure

It seems like every month there’s news of another medical fraud bust, often involving rings of various types of providers. But that’s just the tip of the iceberg.

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November 19, 2019

How Insurers Can Know When to Enter a New Market or Line of Business

By using powerful data tools, insurers can discover which markets have strong growth potential.

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November 15, 2019

Litigation insights offer the key to rising claim costs

Legal analytics make it possible for insurers to derive actionable insights from legal data to improve claims handling and litigation outcomes.

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November 15, 2019

All-or-nothing automation? Incremental change is a winning proposition

Robotic process automation (RPA), machine learning, and AI can be embedded in processes throughout the claim life cycle—from triaging through settlement.

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November 15, 2019

Successful workers’ comp analytics starts with the right plan

Workers’ comp analytics can improve claims process by identifying high-severity claims early, promoting consistency in claim handling, and improving return-to-work…

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