Finding that perfect balance
Managing AI risks and opportunities in the insurance sector
By Geeke Feiter, chair of the GFIA Disruptive Technology Working Group
It’s impossible to open a newspaper or scroll through the news without seeing stories about artificial intelligence (AI). From glowing reports on the incredible opportunities AI can create to more cautious voices warning about its disruptive potential: AI is everywhere. As I read these headlines, I cannot help but think about what this means for us in the insurance sector.
How can our sector navigate this wave of innovation, balancing progress with caution, to ensure we make the most of AI’s possibilities while managing the risks that come with it?
AI: an opportunity for innovation in insurance
The application of AI in the insurance sector presents great opportunities for streamlining processes. Automated claims processing, for instance, can transform lengthy procedures into efficient workflows, significantly reducing the time it takes for customers to receive their payouts. AI also optimises key procedures in the insurance value chain, increasing efficiency and offering competitive prices, with applications such as image recognition that speed up claims assessment and payout after natural catastrophic events. AI-powered claims triage capabilities also lead to faster service for clients and brokers.
AI-driven chatbots enhance customer service by providing immediate assistance around the clock, making sure that inquiries are addressed swiftly, helping insurers better meet customer expectations. For example, speech detection generates automated transcripts and summaries of customer calls, which are then available for future interactions. Some insurers are also experimenting with generative AI to provide real-time suggestions for employees on how to assist customers.
Managing risks: striking the right balance
While AI offers undeniable potential, it also brings challenges that must be carefully managed. A core challenge lies in ensuring that AI does not inadvertently lead to discrimination of groups or individuals. For instance, AI algorithms used in underwriting or claims handling must be carefully designed and tested to prevent unfair outcomes that could harm consumers and erode trust in the industry. Robust internal oversight measures are essential to ensure that these systems operate fairly.
In addition to insurers’ internal governance systems, an extensive regulatory and supervisory framework already addresses key aspects such as privacy, cyber security, anti-discrimination and more general consumer protection aspects. This combination of internal and external governance requirements makes the sector better equipped and prepared than many others to address potential AI-related risks.
Governance: supporting balance with sound principles
Through my conversations with insurers, GFIA members, and supervisors, I have come to a hopeful conclusion: we are, perhaps, currently achieving a perfect balance between seizing the opportunities that artificial intelligence presents and managing its inherent risks. Insurers recognise the immense value of AI, not just in enhancing operational efficiency but also in better serving their customers. Yet, there is a shared understanding of insurers’ duty to protect consumers and uphold the trust that forms the foundation of the industry.
With longstanding experience in managing large datasets and complex models, the insurance industry can rely on well-established internal governance procedures. These procedures guide responsible AI use and ensure systems function ethically.
The industry’s current approach to AI is further supported by key principles that are outlined in the latest GFIA paper on artificial intelligence. These principles emphasise the importance of a risk-based approach to AI governance, focusing on transparency and accountability in the deployment of AI systems.
Model risk management is equally important; it involves understanding how AI systems reach their conclusions, continuously monitoring them for unexpected outcomes, and ensuring that there is appropriate human oversight. These elements are essential for maintaining trust and avoiding unintended consequences as insurers integrate AI into their operations.
Supervision: keeping pace with innovation
Regulators and supervisors also play an essential role in maintaining this balance. I recently read an interview with Laura van Geest, the chair of the Dutch Authority for Financial Markets (AFM), on the role of supervisors in the digital transformation.
In this interview, Van Geest articulated a crucial perspective on the evolving regulatory landscape surrounding AI. She stated, “You should not try to prescribe technology based on current knowledge, what in practice for supervisors is often knowledge from three years ago. Instead, we need to focus on the goals we want to achieve.” This guidance highlights the need for adaptable regulation that keeps pace with technological advances.
To me, this sentiment underscores the importance of flexibility in regulatory frameworks, allowing us to navigate new complexities that AI use will bring about, without stifling innovation.
The road ahead: continuous dialogue and collaboration
Achieving a balance today does not mean that the industry can afford to become complacent. AI is a rapidly developing field, and both its opportunities and risks will continue to evolve as new applications will emerge, bringing fresh challenges.
Maintaining this balance will require monitoring and proactive action from all parties involved. Insurers, regulators and supervisors must engage in an ongoing dialogue about how to best navigate the evolving AI landscape. This collaboration will be vital to ensure that AI continues to benefit both insurers and their customers without introducing undue risks.
The future of insurance with AI
While we can be confident that the insurance sector is currently on the right path, the dynamic nature of AI demands that the industry remains agile, alert and engaged. Embracing the transformative potential of AI while vigilantly safeguarding GFIA’s core values will help create an insurance landscape that not only adapts to innovation but also sets a standard for ethical AI use.
The insurance industry is ready to engage in meaningful dialogue and embrace change. Through research, understanding and collaboration, GFIA will continue to make sure that both insurers and consumers thrive in this rapidly evolving landscape.
Awareness-raising campaigns
Insurers across Europe are involved in a broad range of awareness-raising campaigns. For instance, in Germany, risk-awareness campaigns are implemented jointly by state authorities, consumer protection organisations, the insurance industry, architects and other stakeholders. Their collaboration is built around a common goal: to raise awareness of the effects of climate change and natural hazards, of the benefits of loss prevention, and of best practices as regards natural catastrophe-resilient buildings. The high level of risk awareness in Germany is one of the reasons for the relatively low protection gap; indeed, the insurance penetration rate for natural perils such as storm or hail is more than 90%.
Most European insurance associations have initiatives to raise risk awareness, such as dedicated workshops, events and educational seminars, as well as frequent in-depth articles, themed newsletters, presentations and other publications.
Many French insurers have launched prevention campaigns and also support the campaigns of “Assurance Prévention”, an association founded by the French insurance association (France Assureurs). Assurance Prévention has produced numerous leaflets, infographics, quizzes, etc. to raise awareness of natural risks. Through its initiatives, it aims to develop a “culture of risk prevention” among students and teachers.
Education
The European insurance industry works to increase financial literacy in relation to risk awareness, insurance protection and long-term savings:
The Croatian Insurance Bureau (HUO) launched a first educational project in 2009, “Financial literacy in the Republic of Croatia”, which was followed by a range of educational activities, often implemented jointly with independent insurers. One of these activities, “Safer Tomorrow”, was initiated in 2021, and aims to raise citizens’ awareness of the benefits of insurance. Within the framework of the project, HUO launched several videos and infographics, some of which specifically target young people.
The HUO organises a yearly competition for the best scientific paper, the best graduate thesis and the best undergraduate thesis in the field of insurance. HUO also publishes the “Croatian magazine for INSURANCE”, a scientific journal for professionals to advance good practice in the sector. Finally, some insurers in Croatia created a colouring book for children to promote financial literacy at a young age in a fun and simple way.
In Italy, the ANIA Academy, together with CeTIF (Research Centre on Technologies, Innovation and Finance of the Università Cattolica del Sacro Cuore), launched the second edition (2022) of the 2nd level master’s in insurance management to train professionals and enable them to respond to the challenges of the “new normal”.
ANIA is also collaborating with LUISS Business School to develop a major course in insurance management as part of its Executive Master in Financial Management.
Insurance Europe produces information for consumers as part of its “InsureWisely” financial education initiative. This includes one-pagers on different insurance topics, including how to limit the effects of natural catastrophes.
The French insurance association (France Assureurs) developed a series of educational booklets within the framework of EDUCFI (the French national strategy for economic, budgetary, and financial education), an initiative launched by the French Central Bank. These booklets help users to better understand how insurance works and what insurance products do and do not cover.
The Spanish insurance association (UNESPA) set up a financial education programme for schools, “El Riesgo y Yo” (“The Risk and I”). It involves 40 insurance undertakings and 164 volunteers and aims to give 2 500 teenage school students basic financial knowledge and insights into risk management.
Tools and solutions for consumers
Several insurers have developed tools or applications to inform consumers of extreme weather events and whether their properties are at risk from such events.
In 2021, the German insurance association (GDV) introduced a new system for making the risk to buildings of heavy rain damage more transparent. Buildings are placed into one of three risk categories, depending on their location.
The German insurance sector has also developed the “Naturgefahrencheck” (Natural hazards check) and “Hochwassercheck” (Flood check) online tools. With one click, every citizen can check the degree to which their home is at risk of flood, hail and storms. It is quick and easy to understand, it provides the information by postal code area free of charge and it does not require registration.
Swedish insurers developed VisAdapt, a tool designed to help homeowners to decrease the risk of weather-related events affecting their houses.
The Austrian association of insurers (VVO) and the Austrian government jointly developed the HORA app/website (Natural Hazard Overview and Risk Assessment Austria), which helps to determine whether there is an impending risk of flooding or other natural hazards. The website also presents up-to-date weather data on floods, including on water levels, as well as earthquakes, storms, hail, lightning and snow.
French insurers participate in the National Observatory for Natural Risks, a project involving three major partners: the Ministry of Ecological Transition, the CCR (Caisse Centrale de Réassurance) and the MRN (Mission Risques Naturels), an association created by the French insurance association (France Assureurs). This initiative aims to boost prevention and contribute to increased awareness of the risk of natural disasters by keeping citizens informed of their exposure to potential natural hazards.
The Salvage Foundation was established as an independent foundation in 1986 at the initiative of Dutch fire insurers, which are all members of the Dutch insurance association (VVN). The Salvage Foundation is unique in Europe and provides aid after fire, water, lightning, explosion or storm damage. Salvage arrives on site within an hour, undertakes damage mitigation activities, arranges shelter and provides the insurance company with the information it needs to carry out the claim settlement process without delay.
Tools and solutions for insurers
Some associations have developed tools to help insurers assess the risks and consequences of natural hazards.
In Germany, ZÜRS Geo (Zonierungssystem für Überschwemmungsrisiko und Einschätzung von Umweltrisiken) is an online zoning tool that allows insurers to calculate accurately different types of flood risk and offer risk-related premiums.
ANIA Safe, a subsidiary of Italian insurance association ANIA, created GeoSafe, a platform that uses AI-based calculations and models to help insurance companies evaluate the risks and consequences of natural hazards and disasters, such as floods, earthquakes and crop damage.
The French insurance association (France Assureurs) created a dedicated technical body, Mission Risques Naturels (MRN) and MRN GIS (General Information System), to assist private insurers in analysing their customers’ and prospective customers’ exposure to different natural hazards. MRN GIS also gives insurers access to public authorities’ hazard-zoning data, and data on land-use planning restrictions by risk level.
The French CERES tool (accessible to insurers via the CCR website) helps private insurers to benchmark their geolocalised loss records against those of the market.
In Spain, UNESPA published a report to help insurers navigate the recommendations and opinions issued by supervisors and international organisations on the procedures for insurers to integrate sustainability risks and factors into the different areas of their governance.
Forecasting and early warnings
The Dutch insurance association (VVN) publishes an annual Climate Impact Monitor (Klimaat Impact Monitor) in collaboration with Wageningen University & Research (WUR). The Climate Impact Monitor provides a compilation of extreme weather data and loss data, and other climate-related data. The VVN collaborates with the Royal Netherlands Meteorological Institute (KNMI) on issuing early warnings of extreme weather events. Combining data from the KNMI with risk and loss data from Dutch insurers allows for greater preparedness in the face of changing weather patterns, and the development of solutions to prevent damage from future extreme weather events.
UK insurers carry out a range of activities to support national and regional forecasting of future weather and catastrophe patterns. They use these outputs to inform their business practices, including pricing decisions and risk-based capital assessments. The UK insurance sector also uses such modelling in its dialogue with policymakers and has lobbied for robust action on climate change by the government.
Floods
The Czech insurance association (ČAP) and Intermap Technologies, with the support of reinsurer Swiss Re, created flood maps that are used to assess the likelihood of floods occurring in the Czech Republic. ČAP members use the system to evaluate risks and calculate property insurance premiums. It is also a useful free tool for consumers, as it helps them to determine whether their property is situated in a flood zone and it provides them with important information about insurance options, indicating for instance where there would be a possible premium increase. (Commercial and company use requires a contract with Intermap Technologies). The map data is updated regularly to ensure consistency with the information used by ČAP members.
The German insurance sector has also developed the “Naturgefahrencheck” (Natural hazards check) und “Hochwassercheck” (Flood check) online tools. With one click, every citizen can check the degree to which their home is at risk of flood, hail and storms. It is quick and easy to understand, it provides the information by postal code area free of charge and it does not require registration.
Swedish insurers developed VisAdapt, a tool designed to help homeowners to decrease the risk of weather-related events affecting their houses.
The Austrian association of insurers (VVO) and the Austrian government jointly developed the HORA app/website (Natural Hazard Overview and Risk Assessment Austria), which helps to determine whether there is an impending risk of flooding or other natural hazards. The website also presents up-to-date weather data on floods, including on water levels, as well as earthquakes, storms, hail, lightning and snow.
In Germany, ZÜRS Geo (Zonierungssystem für Überschwemmungsrisiko und Einschätzung von Umweltrisiken) is an online zoning tool that allows insurers to calculate accurately different types of flood risk and offer risk-related premiums.
What are the ICS and AM?
The IAIS is seeking to create a common supervisory language for group solvency and to enhance the global convergence of group capital standards with the ultimate goal of introducing a global Insurance Capital Standard (ICS) for international groups. Since the beginning of 2020, a version of the ICS (ICS 2.0) is being monitored for a five-year period.
By the end of that five-year monitoring period, the IAIS also aims to have assessed whether the Aggregation Method (AM), which has been developed by the US and other interested jurisdictions, provides comparable outcomes to the ICS and can be considered an outcome-equivalent approach to ICS implementation.
What is suptech?
The use of technology could support a more effective, flexible and responsive supervisory system. It could allow for automated reporting procedures and help to reduce the administrative burden for insurers.
For example, there is potential for the use of technological solutions, such as application programming interfaces (APIs), data analytics and machine learning for detecting gaps or disparities, to facilitate the sharing of annual and quarterly reporting data with supervisors. This could help make existing regulatory reporting more efficient, provided that it comes with corresponding reporting relief and operational benefits for insurers.
The primary focus should be on the reduction of burden for both insurers and supervisors, and to lower the overall costs of regulatory compliance and supervision.
What is suptech?
The use of technology could support a more effective, flexible and responsive supervisory system. It could allow for automated reporting procedures and help to reduce the administrative burden for insurers.
For example, there is potential for the use of technological solutions, such as application programming interfaces (APIs), data analytics and machine learning for detecting gaps or disparities, to facilitate the sharing of annual and quarterly reporting data with supervisors. This could help make existing regulatory reporting more efficient, provided that it comes with corresponding reporting relief and operational benefits for insurers.
The primary focus should be on the reduction of burden for both insurers and supervisors, and to lower the overall costs of regulatory compliance and supervision.Type text here
“Open insurance” refers to accessing and sharing insurance-related personal and non-personal data, usually via application programming interfaces (APIs).
Open insurance
“Open insurance” refers to accessing and sharing insurance-related personal and non-personal data, usually via application programming interfaces (APIs).