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Predictive Analytics

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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. Technological advancements, InsurTech innovations, and customer experience…

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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. But with caseloads rising and hundreds of thousands of…

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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. There’s…

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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

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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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 4, 2019

3 keys to stopping medical provider fraud, waste, and abuse

It’s no secret that medical fraud is a big problem, with some sources estimating the cost at more than $200 billion annually. But knowing the problem is one thing.…

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October 29, 2019

As claim severity climbs, analytic insights hold key to containment

Insurers today are struggling with what seems like an intractable problem: the impact of rising claim severity on their bottom line. This upswing shows no sign of…

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August 26, 2019

Getting serious about fighting medical provider fraud

Complex medical bills can make it difficult for adjusters—already overloaded with cases—to find potential fraudulent or excessive billing.

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August 16, 2019

Refinement comes before insight with telematics data

Usable insight from the Internet of Things (IoT) often flows through data science, predictive modeling, machine learning, and artificial intelligence (AI).

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August 15, 2019

One-rate auto insurers can own the future

Digital transformation can play a key role in boosting the number of auto insurance customers who make a seamless journey from quote start to bind.

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July 18, 2019

More is more: Why 100 billion miles of driving data matter

Multisource telematics data needs advanced analytics like artificial intelligence and machine learning to yield insight for insurers, but volume also matters.

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March 8, 2019

AER and team demonstrate benefits of using machine learning in subseasonal-to-seasonal forecasting

A team from Verisk's Atmospheric and Environmental Research (AER), Massachusetts Institute of Technology (MIT), Microsoft Research, and Stanford University published an…

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