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Connecting the Dots of Insurance Fraud Using Graph Analytics
In The State of Insurance Fraud Technology (2019), the most recent report published by the Coalition Against Insurance Fraud (CAIF) and the SAS Institute, nearly 75% of survey participants experienced a rise in fraudulent claims in the past three years. This represents a disturbing 11% increase since 2014. The survey was based on 84 primarily property and casualty insurers. None of the participating insurers indicated that fraud had decreased significantly during the same time frame. As a consequence of the rise in fraudulent claims, insurers are moving away from traditional formulaic business rules and red flags for identifying fraud. Instead, insurers are enriching their data analytics arsenals to include more sophisticated tools, methods and means to investigate fraud.  
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Captives and Agribusiness
Aaron Hillebrandt December 02, 2019 Posted in: Blog Posts, Captives, Insurance / Insurers
Two industries not typically associated with innovation are insurance and agriculture. Today, it’s an inaccurate perception. Agriculture is perhaps the world’s original story of innovation. For millennia, agriculture’s history has been one of resourcefulness, and finding ways to grow food through every form of peril, from pests to drought. The modern agricultural industry, agribusiness, has continued that story of innovation with new products and novel approaches that save water, reduce crop disease and increase crop yields. Farmers are even relying on technological advancements like drones, robots and gene editing in their operations.
AI and the Insurance Industry: A new white paper
At Pinnacle Actuarial Resources, we focus on innovation and thought leadership with a goal to make sure our clients remain ahead of the technological, economic and related forces shaping our profession and the insurance industry. Artificial intelligence (AI) and machine learning are two of those forces.
On-Demand Insurance

The on-demand culture has been rapidly growing over the past decade. Groceries, car rides and dinners can all be purchased and promptly delivered with the touch of a button and insurance is catching up. At the 2019 Pinnacle U event, we presented on the topic of on-demand insurance and what its future may hold. We partnered with Noah Sierer, an Illinois State University student, to provide examples of current insurers and the market’s potential.

CAT Modeling and Wildfires
Multiple June 11, 2019 Posted in: Blog Posts, ERM, Insurance / Insurers, News
The 2018 news cycle was flooded with disturbing images of roaring fires in California. These wildfires were cataclysmic in scale and severity. Even more concerning is that the 2018 severe wildfire season was preceded by an awful 2017 season, which was the worst in recorded history until it was outdone by 2018. These events are troublesome and seem to be increasing in frequency. How can we in the risk management industry account for these seemingly worsening risks?
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