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Combating Fraud in Insurance with Data

Cloudera

The insurance industry has a long and intimate relationship with fraud in many different ways. Insurance fraud can take place at a process or business function level, most notably in claims or underwriting. The different venues to commit fraud against an insurer are mind-boggling, with serious financial consequences.

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Machine Learning Transforms Life Insurance Beyond the Actuarial Process

Smart Data Collective

The insurance industry is among those that has found new opportunities to take advantage of machine learning technology. Life insurance companies in particular are discovering the wondrous opportunities that AI provides, since this sector faces some unique challenges relative to other insurance offerings.

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Selling the C-suite on preemptive IT investments

CIO Business Intelligence

And 2024 looks to be that kind of year, with John-David Lovelock, distinguished VP analyst, reporting that “IT spending will be driven by more traditional forces, such as profitability, labor, and dragged down by a continued wave of change fatigue.” When these additional costs appear, the original ROI prognosticators get unhappy.

ROI 121
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Forrester Does the Math on the ROI of the Alation Data Catalog

Alation

In The Forrester Wave: Machine Learning Data Catalogs, 36% to 38% of global data and analytics decision makers reported that their structured, semi-structured, and unstructured data each totaled 1,000 TB or more in 2017, up from only 10% to 14% in 2016. The research examined the potential ROI enterprises realize by deploying Alation.

ROI 52
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Taking Value Stream Management to the Next Level

CIO Business Intelligence

A recent report found that 99% of organizations believe VSM provides key benefits, including accelerated delivery, improved transparency, reduced silos, and more.[1] Leveraging VSM principles, a group at a Fortune 500 Insurance company was able to make some small changes that have proven to deliver significant dividends. Conclusion.

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Business Management Systems for Data-Driven Businesses

Smart Data Collective

Nevertheless, many companies have been reluctant to Harvard Business Review reports that only 30% of businesses have a data strategy. Companies using big data reportedly have 115% higher ROIs. When selecting the software , look for features such as reporting tools and analytics capabilities.

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NLP Isn’t Enough. Leading Financial Services Companies Are Now Moving to Conversational AI.

CIO Business Intelligence

Today, most banks, insurance companies, and other kinds of financial services firms have deployed natural language processing (NLP) tools to address some of their customer service needs. A Forrester report commissioned by vendor ADA found that 95% of financial firms would like their chatbots to understand customer history with the company.