DATA SCIENCE FOR BANKING AND INSURANCE

whitePaper | November 5, 2019

This lack of engagement poses a serious problem for an industry whose biggest challenge is finding ways to enhance their customers’ experience to drive business results. As consumer expectations for self-service and digital engagement evolve and competition diversifies, it is more important than ever for insurers to maximize the effectiveness of their limited interactions.

whitePaper | May 20, 2022

Anticipating the risks of tomorrow is embedded in our DNA at Munich Re, which is why we have been involved in managing cyber risk from the first moment it became a consideration - and continue to keep pace with its lightning-fast development. As the challenges this risk class poses to the global economy grow, we, and the insurance industry as a whole, need to provide proper solutions capable of addressing risk capacity and sustainability for this line of business. The numbers clearly show that the need for cyber security and insurance is increasing steadily: Munich Re estimates global cyber premiums to be $9.2 billion (beginning of 2022) and expects that they will reach approximately $22 billion by 2025. Given the ever-increasing frequency and severity of cyber-attacks, our survey reveals that the insurance gap is disproportionately high. And the mismatch between risk awareness and implementation of protection measures and the need for more capacity for larger risks remains a real challenge in what is an increasingly difficult environment for the entire insurance industry.

whitePaper | November 20, 2019

In fact, the Coalition Against Insurance Fraud indicates $80 billion of insurance fraud occurs in the U.S. every year.1 But given the often-intangible nature of insurance fraud, this is hardly a firm figure and doesn’t precisely identify operational costs incurred. With many forms of insurance fraud going unchecked, the actual amount of fraud loss insurers is dealing with — both in the U.S. and abroad — is often an educated guess at best.

whitePaper | November 8, 2022

What are the risks and issues relating to reinsurance management? How do you raise management awareness and present the business case for implementing a modern digital solution for reinsurance management in your organisation?

whitePaper | June 16, 2022

Data has always been an important asset in the insurance industry, which is largely built on algorithms and financial models. Today, that is truer than ever before. Data can be analyzed to provide insurers with deeper business insights and the ability to target the right customers through the right channels with the right offerings in the right sequence. It also has opened the door to a growing group of digital natives and insurtechs that bring innovative ideas and solutions to help accelerate and improve the customer journey. Today, the advent of artificial intelligence (AI) is increasing the importance of data across the industry. AI is widely recognized for its potential to bring greater efficiency and innovation to the entire insurance value chain, from customer acquisition to claims processing, and for all stakeholders, including customers, agents and employees. However, effective AI depends on current, accurate and relevant data. AI is key to competitiveness, and data is key to AI.

whitePaper | June 29, 2022

The world economy is undergoing paradigm shifts that will have profound long-term policy implications. Global economic growth is set to slow sharply and inflation rates are at multi-decade highs. The latter result from a confluence of factors, including the high levels of fiscal stimulus pumped into the economy at the height of the COVID-19 crisis, disruptions to global supply chains and soaring energy and commodity prices due to the war in Ukraine. We believe several major economies face inflationary recessions in the coming 12–18 months.