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Leveraging Data - How Advanced Analytics is Changing the World of Risk Management

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The Rise of Data and Analytics No one can argue that data is big today. Really big. And data continues growing every day -- at an exponential rate. According to the nonprofit organization The Conversation, it is estimated that each day we generate 500 million tweets, 294 billion emails, 4 million gigabytes of Facebook data, 65 billion WhatsApp messages and 720,000 hours of new content added daily on YouTube. The Conversation also recorded the following astonishing numbers: In 2018 alone, the total amount of data created, captured, copied, and consumed in the world was 33 zettabytes (ZB) – the equivalent of 33 trillion gigabytes. In just two years (2020), that number almost doubled to 59ZB. (That's 59 billion typical 1TB computer storage drives.) And by the year 2025, it is predicted to reach a mind-boggling 175ZB. (Keep in mind that one zettabyte is equal to 8,000,000,000,000,00 0,000,000 bits.) Having access to all that data is one thing. But the ability to ingest, digest and extrapolate that data is something entirely different. The human brain -- as powerful as it is -- has a limit on the amount of data and information it can process at any one time. It is increasingly difficult for humans to keep up with this torrential flood of data that drives today's competitive world. One could argue statistical analytics and data analytics have been around for a very long time. But it wasn't until the 1940's and 1950's -- with the introduction of the computer and the advent of the digital age -- those analytics began a whole new transformation. The ability to capture and synthesize a host of data enabled major advances in planning, production, and decision-making. Since then, simple statistical models have morphed into sophisticated algorithms, neural networks, and artificial intelligence. This paper will look at how these newer analytic models are impacting risk management and business operations across the enterprise. LEVERAGING DATA | 2

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