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MIAMI, FL – May 14, 2019 – Today at Exceedance 2019, RMS®, the leading global risk modeling and analytics firm, announced the introduction of the Risk Data Open Standard (Risk Data OS), a new open data standard. This data structure will be given to the (re)insurance industry by RMS and will not require a license, fees, or permissions for usage. To deliver this open standard, RMS has tapped global (re)insurance leaders to join the Risk Data OS steering committee. The committee will guide the growth and development of the Risk Data OS schema. As a single, auditable data standard that supports a wide range of analytics, it can drive significant efficiency gains and cost reductions across the industry. The Risk Data OS opens up new opportunities as (re)insurers build product across a diverse set of risks. This supports interoperability, which doesn’t exist today.

The (re)insurance industry is challenged by an evolving risk landscape, dominated by complex perils such as wildfire, flood and cyber, while at the same time driving for maximum cost/benefit from investments in risk analytics. RMS is developing an efficient technical framework that supports new modeling approaches for the risks of today and the future. The Risk Data OS provides a flexible, transparent, and efficient framework that can support state-of-the-art modeling for traditional property catastrophes as well as any line of business.

“The RMS data formats (RDM and EDM) are the de-facto standards for cat risk data exchange and play a critical role throughout the insurance value chain,” said Karen White, Chief Executive Officer at RMS. “The industry and RMS needs a new modern data structure to support high quality models for new classes of risk and to solve our clients' long-standing challenges around financial modeling and interoperability. Today we introduced the Risk Data OS, enabling a completely open, interoperable and flexible data standard. To leverage this data standard no license, no fees, no permissions for usage are required. We are sharing this open data standard with the risk industry so that anyone can adopt it. Our experience tells us that this open and extensible approach is a critical value driver for the market.”

Open Standards to Enable Risk Quantification For Everyone

The Risk Data OS was designed by RMS as a comprehensive framework that provides a generic end-to-end structure for all types of risk and analytics. Building on top of the existing RMS Exposure Data Module (EDM) and Results Data Module (RDM), the Risk Data OS supports new industry models and software requirements. It empowers the user by providing a clearer picture of their complete risk. The Risk Data OS is in production today on RMS Risk Intelligence™, the open RMS platform.

Ryan Ogaard, Senior Vice President at RMS said, “The Risk Data OS supports new classes of models while maintaining the ability to use existing data structures such as the EDM and RDM. It will significantly improve efficiency and interoperability throughout the industry as it takes the guesswork out of information exchange. It is suitable for a wide range of models and is extensible to new classes of risk – by RMS or anyone else. By contributing the Risk Data OS to the industry as an Open Standard, we hope (re)insurers, brokers, modelers and others, will harness the Risk Data OS to create new opportunities and solve the puzzle of model interoperability.”

The Risk Data OS Steering Committee will review and drive the advancement of this open framework to ensure it continues to support the evolving needs of everyone in the industry. The Risk Data OS will be publicly available in January 2020 following the initial work of the steering committee members to enable any user to access the schema code, documentation, and tooling that translates between formats. Anyone can contribute extensions and modifications to the original standard.

White concluded: “The complexity of today’s risks has increased exponentially, made clear by the losses seen in floods, hurricanes and wildfires over the past two years. We understand that the success of our clients requires a fresh way of thinking and a more flexible and transparent approach for new lines of business and market opportunities beyond what was previously possible. By introducing the Risk Data OS, we’re ushering in a new era of accessibility and collaboration on risk.”

Related Resources
January 25, 2023
Moody’s RMS Estimates US$5-7 Billion in Total U.S. Economic Losses from California Flooding

NEWARK, CA – January 25, 2023 – Moody’s RMS®, the leading global catastrophe risk modeling and solutions company, estimates total U.S. economic losses from the recent California flooding at US$5-7 billion. This estimate reflects inland flood impacts for the U.S. and includes damage to infrastructure. The insured losses are anticipated to be between US$0.5-1.5 billion, including losses to the National Flood Insurance Program (NFIP) and the private flood market. The overall economic loss estimate is based on an event reconstruction using the Moody’s RMS U.S. Inland Flood HD Model and reflects property damage, contents, and business interruption, across residential, commercial, industrial, automobile and infrastructure assets. A series of extratropical cyclones starting December 26, 2022, impacted the West Coast of the U.S, which resulted in heavy rainfall, overtopped rivers, flash floods, levee breaches, mudslides, fallen trees, debris flow, and heavy snow at high altitudes, together with some wind damage. The rainfall associated with these extratropical cyclones was exacerbated by a band of high atmospheric water vapor, also known as an ‘atmospheric river’. The rainfall intensity in California was so extreme that several locations in central California set new three-week rainfall records and certain locations received their annual average rainfall totals in less than one month. This led to widespread flash floods and river overtopping, for example, water depths in the San Lorenzo River upstream of Santa Cruz rose by more than 16 feet (4.87 meters) in less than eight hours. This was the highest recorded water depth for the San Lorenzo River since records began some 85 years ago. Infrastructure damage, which is accounted for within the economic loss estimates, was extensive. State highways and local roads bore the brunt of the damage due to a combination of flooding and mudslides. Trees previously stressed by dry conditions were uprooted due to high water velocities, saturated soils and heavy winds, which also caused damage to power networks, as well as to cars and properties. The continuous rainfall and compound impacts from riverine-groundwater-coastal interactions also resulted in prolonged flooding for certain urban coastal areas of California. Furthermore, the continuous drought preceding these extratropical cyclones events adds an extra dimension of complexity for reservoir operators and residents. It is important to highlight that 2022 was the second driest year in over 128 years for certain areas (e.g., Santa Cruz) and was categorized under ‘extreme drought’ according to the National Integrated Drought Information System. Although there has been a significant increase in the water levels of major reservoirs and snowpack, it remains unlikely that California is out of the drought, especially when it comes to aquifer replenishment, given the last three years of extreme drought and excessive groundwater withdrawals.  These storms generated high-intensity rainfall resulting in a high proportion of rainfall running off into the ocean, whereas aquifers generally recharge gradually from less intense rainfall systems and snow melt. “To put this event in historical perspective with the 1862 ARkStorm, although some impacted areas are similar, the ARkStorm produced much more severe precipitation, for example, 35 inches (88.9 centimeters) of precipitation in San Francisco compared to ~ 15 inches (38 centimeters) from this event. Another important mitigating factor for this event is the presence of flood defenses, which were mostly absent in 1862,” said Mohsen Rahnama, Chief Risk Modeling Officer, Moody’s RMS. A relatively small proportion of the economic damage is expected to be covered by insurance. The number of households in California with flood insurance stands at less than two percent – a figure that has been steadily declining. As of August 2022, there were only 193,281 residential National Flood Insurance Program (NFIP) policies in place, representing a decline of around five percent as compared to 2021. These low flood insurance take-up rates are attributed to the fact that only homeowners holding a government-backed loan who live in Special Flood Hazard Areas (SFHAs) are mandated to obtain a flood insurance policy. But these SFHA boundary ‘flood zones’ do not always reflect the current flood risk, are backward-looking, and are infrequently revised. Other factors impacting flood insurance take-up rates include, but are not limited to, affordability, the misconception that flood is covered under a standard homeowners’ policy, and a lack of understanding of the associated incurred cost from flooding. Firas Saleh, Director, Product Management, Moody’s RMS, concluded: “Extreme drought leads to soil compaction which means less infiltration and more runoff, hence less aquifer recharge and higher risk of flooding. Nowhere is safe from flooding in California today. If we’ve learned anything from this extreme rainfall and subsequent damage, it’s that even perceived low-risk flood zones are still flood zones. If it rains, it can overflow.”

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January 18, 2023
Intelligent Risk Platform Adoption Across Insurance and Finance Markets Passes 100 Clients Landmark

NEWARK, CA – 18 January 2023 – Moody’s RMS®, the leading global catastrophe risk modeling and solutions company, is pleased to announce that, as of the end of 2022, over 100 active clients have adopted and/or are utilizing applications and services on the Moody’s RMS Intelligent Risk Platform™ (IRP). Designed for unified risk analytics, the IRP is a software-as-a-service (SaaS) platform offering applications and services such as Risk Modeler, which enables all risk exposures to be prepared and managed in one place, ready for risk modeling, accumulation, and loss analysis using RMS High Definition™, Detailed Loss, and Aggregate Loss Models. The platform comes with application programming interfaces (APIs) available to deliver global hazard data, risk scores, and loss costs for touchless underwriting as well as real-time event response information, with applications such as ExposureIQ™ – which proved highly valuable during Hurricane Ian in 2022 – to establish the potential impact of an event on a client’s portfolio. The platform has gained significant traction among brokers, insurers, reinsurers, managing general agents (MGAs), and Lloyd’s syndicates across the globe, including Apollo, Tokio Marine, and Gallagher Re, and has also proved popular with banks and real estate asset managers keen to utilize the insights across their portfolios. The IRP removes the need to procure and maintain extensive, high-cost IT infrastructure environments required to support various risk modeling and analytics applications. Insurance and financial services clients also benefit from a quick onboarding process offering access to applications and associated models within days of subscribing. RMS risk models are available on the IRP from the latest High-Definition models, to Detailed Loss Models (DLM) and Aggregate Loss Models (ALM), using established RiskLink® and RiskBrowser® workflows familiar to the market. IRP applications are also designed to integrate with third-party and in-house systems used by insurance and financial firms to provide enhanced data insights. Clients using the cloud-based IRP have availability to the latest model data, with risk model updates integrated automatically with minimal downtime, without the requirement for maintenance and additional IT support. Cihan Biyikoglu, Executive Vice President, Moody’s RMS, said: “I am thrilled to see the great enthusiasm from our customers to the Intelligent Risk Platform. In this short period since its birth, we have customers across all major geographies, including Europe, the Americas, and Asia, and across insurers, reinsurers, and brokers modeling their accounts, portfolios, and underwriting on our platform every day. As one measure of engagement, we are already seeing hundreds of millions of commercial and residential locations analyzed daily on our platform, from earthquakes to hurricanes, and windstorms to climate change models.” “By Moody’s RMS successfully delivering a true SaaS application, clients have genuinely benefited from highly scalable automation and integration to create far more efficient end-to-end risk modeling workflows across business applications. And by clients adopting the IRP, we are also seeing an increasing number of businesses turning off their on-premises RiskLink or legacy analytics applications altogether. We look to further develop and enhance the IRP experience as the client base continues to grow and expand.”

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December 12, 2022
Ardonagh Specialty Reinforces Its U.S. Flood and Wildfire Capabilities in New Agreement With RMS

LONDON – December 12, 2022 – Ardonagh Specialty, part of the Ardonagh Group, has signed a new agreement with RMS®, a Moody’s Analytics company and world-leading risk modeling and solutions company, to broaden their adoption of the RMS Intelligent Risk Platform™ and advance Ardonagh Specialty’s risk modeling and advisory capabilities using the RMS U.S. Flood HD Model and the RMS U.S. Wildfire HD Model. The partnership spans Ardonagh Specialty’s brands including Besso, Bishopsgate, Compass London Markets, Ed Broking, Inver Re, Piiq, and Price Forbes. Antony Erotocritou, CEO of Ardonagh Specialty said: “It has always been important to us that Ardonagh Specialty strives to offer increased value to our clients. Investment in differentiating data and analytics capabilities is a core part of our value proposition. We’re excited to partner with clients and markets, creating new value, and unlocking new opportunities for the industry. By extending our long-term partnership with RMS we are confident that all our clients will continue to benefit from the high levels of service and solutions we always aim to deliver.” Michael Steel, General Manager, RMS added: “We are delighted to extend and strengthen our work with Ardonagh. Advanced implementation of RMS Risk Modeler™ can only enhance the speed, precision, and consistency across all risk decisions across the portfolio. As the increased impact of major catastrophic events such as floods and wildfires continues to evolve, brokers and insurers are keen to embrace the latest science and technology to help them better understand the risks and opportunities they face. We’re delighted to help Ardonagh service their clients with distinction.”   About Ardonagh Specialty Ardonagh Specialty is the holding company and growth platform for leading independent brokers Besso Insurance, Bishopsgate, Compass London Markets, Ed Broking, Inver Re, Piiq Risk Partners, and Price Forbes. Combined, Ardonagh Specialty has 1,400 colleagues globally and manages US$6 billion in gross written premium. With a strong presence and deep relationships worldwide, and a steadfast commitment to investing in the best people, markets, and technology, together the businesses offer open market programs, reinsurance, and international solutions designed to empower clients to achieve their strategic ambition.

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About Moody's RMS

Moody’s RMS shapes the world’s view of risk for insurers, reinsurers, financial services organizations, and the public sector, with Moody’s RMS models underlying the nearly $2 trillion USD Property & Casualty industry. Moody’s RMS empowers organizations to evaluate and manage global risk from natural and man-made catastrophes, including hurricanes, earthquakes, floods, climate change, cyber, and pandemics.

Moody’s RMS helped pioneer the catastrophe risk industry, and continues to lead in innovation, unmatched science, technology, and 300+ catastrophe risk models. Organizations can address the risks of tomorrow with the Intelligent Risk Platform™, the only open cloud with collaborative applications and unified analytics that can power risk management excellence.

Further supporting the industry’s transition to modern risk management, in 2020, Moody’s RMS spearheaded the Risk Data Open Standard (RDOS), a modern, open-standard data schema designed to be an extensible and flexible asset within modeling/analysis systems.

In 2021, Moody’s Corporation acquired Risk Management Solutions, Inc. and as part of Moody’s Analytics, Moody’s RMS serves the P&C insurance industry as the leading provider of expertise, science, and technology in integrated risk. A trusted solutions partner, Moody’s RMS enables effective risk management for better business decision-making across risk identification and selection, mitigation, underwriting, and portfolio management.

Visit RMS.com to learn more and follow us on LinkedIn and Twitter.

© 2023 Risk Management Solutions, Inc. and/or its affiliates and licensors (“Moody’s RMS”). All rights reserved. All names, logos, and icons identifying Moody’s RMS and/or its products and services are trademarks of Risk Management Solutions, Inc. and/or its licensors or affiliates. Third-party trademarks referenced herein are the property of their respective owners.

RMS is a subsidiary of Moody’s Corporation (NYSE: MCO) and operates as part of the Moody’s Analytics business segment. Moody’s Analytics is operationally and legally separate from the Moody’s Investors Service credit rating agency.

Media Contacts

Matthew Longbottom

PR Lead, EU and APAC
+44 20 7444 7706 prteam@rms.com

Haggie Partners

PR Lead, Americas
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