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The risks and limitations of AI in insurance

IBM Big Data Hub

In my previous post , I described the different capabilities of both discriminative and generative AI, and sketched a world of opportunities where AI changes the way that insurers and insured would interact. Technological risk—data confidentiality The chief technological risk is the matter of data confidentiality.

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Solving the Insurance Industry’s Data Quality Problem

Corinium

Unfortunately for the insurance industry’s data leaders, many data sources are riddled with inaccuracies. Data is the lifeblood of the insurance industry.

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Small Companies Use Analytics to Save Big On Business Insurance

Smart Data Collective

Big data technology has been a huge gamechanger in the insurance sector. More insurance are using big data to assist with the underwriting process. They have discovered that data analytics has made the underwriting process a lot easier. They are getting a better understanding of risk and choosing rates for their policyholders.

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How Insurance Companies Use Data To Measure Risk And Choose Rates

Smart Data Collective

The auto insurance industry has always relied on data analysis to inform their policies and determine individual rates. The good news is that this new data can help lower your insurance rate. Here is the type of data insurance companies use to measure a client’s potential risk and determine rates. Demographics.

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As insurers look to be more agile, data mesh strategies take centerstage

CIO Business Intelligence

In this way, data may just be the ultimate disruptor – a fact that the insurance industry knows all too well. As data volumes continue to increase alongside a correlating number of business requests, modern insurance data leaders face a nuanced set of challenges. To learn more, visit us here.

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Insurance IT leaders herald new era for digital customer experience

CIO Business Intelligence

The insurance industry is undergoing a sea change, with IT playing a crucial role in rolling out digital customer experiences for policyholders and agents, as in-person meetings all but vanish in the post-pandemic era. IT as industry differentiator Insurers and financial services firms like MassMutual, of Springfield, Mass.,

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Emerging Risk Identification for Personal Lines Insurance

bridgei2i

Case study: Emerging Risk Identification for Personal Lines Insurance. The client, a global insurance leader, wanted to identify emerging risks, associated drivers & trends by analyzing various external data sources including medical journals, legal opinion blogs, newsfeed & social media. Business Context.