Here are 1-3 brief analogies for Verisk Analytics (VRSK):

• It's like the Experian for the insurance industry, providing vast data and risk assessment services to help insurers make decisions.

• Think of it as FICO for insurance risk, developing the analytical models and data insights insurers use to price policies and manage claims.

• It's like a specialized Palantir for the insurance sector, performing complex data analytics for risk management and fraud detection.

• ISO Insurance Programs: Provides statistical data, actuarial services, advisory loss costs, and standardized policy forms that property and casualty insurers use for underwriting and pricing. (Category: Underwriting and Rating Services)
• Claims Management Solutions: Offers data analytics, fraud detection tools, and workflow platforms that help insurers efficiently process claims and identify suspicious activity. (Category: Claims Processing and Fraud Detection Services)
• Catastrophe Risk Modeling: Delivers probabilistic models and analytics to help insurers, reinsurers, and financial institutions assess and manage financial losses from natural catastrophes and other extreme events. (Category: Extreme Event Risk Assessment Services)
• Life and Health Insurance Solutions: Provides data analytics, predictive modeling, and workflow automation tools to help life and health insurers improve underwriting, policy administration, and actuarial processes. (Category: Data Analytics and Workflow Solutions)
• Marketing & Financial Services Solutions: Offers predictive analytics, data-driven insights, and decision support tools primarily for financial institutions to manage risk, detect fraud, and optimize customer engagement. (Category: Financial and Marketing Data Analytics Services)

Verisk Analytics (VRSK) primarily sells its data analytics, risk assessment, and decision support solutions to other companies (Business-to-Business or B2B model), rather than directly to individuals. Its customer base is highly diversified, with no single customer accounting for 10% or more of its consolidated revenues.

The major categories of companies Verisk serves are:

• Insurance Companies: This is Verisk's largest customer segment. They serve a wide array of insurance carriers across Property & Casualty (P&C), life, and health sectors, as well as reinsurers and insurance brokers. Verisk provides solutions for underwriting, claims processing (e.g., through Xactware), actuarial services (e.g., through ISO), catastrophe modeling (e.g., through AIR Worldwide), and fraud detection. These customers include thousands of regional and national insurance providers globally.

• Financial Services Firms: Verisk provides data and analytical solutions to companies in the financial sector to help manage risk, detect fraud, ensure compliance, and make lending decisions. Customers in this category include banks, credit unions, payment processors, and various financial technology (FinTech) companies.

• Energy & Specialized Markets Companies: This segment serves companies in the energy sector (oil and gas, power generation, renewables), chemicals, metals, mining, and supply chain industries. Verisk provides data, analytics, and business intelligence to help these firms understand market dynamics, assess risks, and optimize operations. Customers include energy producers, refiners, commodity traders, and large industrial enterprises.

• Microsoft Corporation (MSFT)
• Amazon.com, Inc. (AMZN)

Lee M. Shavel, Chief Executive Officer (CEO)

Lee M. Shavel was appointed CEO of Verisk Analytics in May 2022 and has served as President since January 2023. He initially joined Verisk in 2017 as Chief Financial Officer (CFO), a role he held until he became CEO. Prior to Verisk, Mr. Shavel served as Executive Vice President and CFO of Nasdaq, Inc. from 2011 to 2016. Before that, he spent 18 years at Bank of America Merrill Lynch, where he was Managing Director and Americas Head of Financial Institutions Investment Banking. In his investment banking career, he advised on significant transactions, including the sale of the New York Mercantile Exchange (NYMEX) to CME Group and the International Securities Exchange (ISE) to Deutsche Borse, as well as several IPOs and financings.

Elizabeth Mann, Chief Financial Officer (CFO)

Elizabeth Mann was named Executive Vice President and CFO for Verisk, effective September 15, 2022. In this role, she leads Verisk's global finance organization, encompassing accounting, financial planning and analysis, investor relations, and treasury. Before joining Verisk, Ms. Mann served as CFO for the Ratings and Mobility divisions at S&P Global and was also their Senior Vice President of Capital Management. She previously held roles of increasing responsibility at Goldman Sachs, including Managing Director of the firmwide strategy group and the technology, media & telecom investment banking group. Ms. Mann holds a doctorate in Mathematics from the University of Oxford.

Saurabh Khemka, President, Underwriting Solutions

Saurabh Khemka was named President of Underwriting Solutions, effective September 30, 2025. He joined Verisk in 2013 and has held several leadership roles within the Underwriting Solutions group, including Co-President since 2024 and President of Core Line Services. Mr. Khemka is recognized as the principal architect behind the Core Lines Reimagine initiative, which aims to modernize core insurance services. Before his tenure at Verisk, he was a principal at Bain & Company.

Nicholas Daffan, Chief Information Officer (CIO)

Nicholas Daffan serves as the Chief Information Officer of Verisk Analytics, Inc.

Melissa Hendricks, Chief Marketing Officer (CMO)

Melissa Hendricks is the Chief Marketing Officer at Verisk Analytics.

The emergence and increasing adoption of specialized AI/ML-driven property intelligence companies (Insurtechs) that leverage alternative data sources (e.g., satellite imagery, aerial photography, IoT sensors, geospatial data) to provide highly granular, real-time, and often more cost-effective property risk assessments for insurers. Companies such as Zesty.ai, Betterview, and Cape Analytics are examples of firms that are attracting significant funding, partnering with or being adopted by various insurers, and offering innovative solutions for perils like wildfire, hail, and general property condition assessment. These capabilities directly compete with Verisk's offerings in property underwriting and catastrophe modeling (e.g., through its ISO and AIR Worldwide businesses), potentially eroding Verisk's market share and pricing power in these critical segments.

• For Underwriting & Rating solutions, the total addressable market is estimated to be $15 billion globally.
• For Claims solutions, the total addressable market is estimated at $4.7 billion globally.
• In Marketing Solutions, Verisk Analytics identifies a total addressable market of $2 billion in the U.S.
• For offerings within the U.S. Property & Casualty (P&C) market, the total addressable market is $4 billion in the U.S.
• Life Insurance Solutions have an addressable market of $2 billion in the U.S.
• The addressable market for P&C Extreme Event Models and ESG Data and Analytics is $2.5 billion globally.
• Additionally, there is an identified U.S. total addressable market of $1 billion for a related adjacency within marketing solutions, and $1 billion for other international current markets.

Expected Drivers of Future Revenue Growth for Verisk Analytics (VRSK) over the Next 2-3 Years:

• Sustained Growth in Subscription Revenue and Conversion to Subscription Models: Verisk Analytics consistently emphasizes the strength of its subscription-based revenue, which constitutes a significant portion of its total revenue. The company is actively driving growth by expanding these subscription offerings and converting previously transactional contracts into committed subscriptions, thereby enhancing revenue predictability and stability.
• Product Innovation and Integration of Advanced Technologies (including AI): A key driver is Verisk's ongoing investment in developing and enhancing new solutions, such as XactXpert, Core Lines Reimagine, and Verisk Synergy Studio. The company is also integrating artificial intelligence (AI) into its own processes and client-facing solutions to deliver greater value and expand growth opportunities within the insurance industry.
• Strategic Client Engagement and Expanded Relationships: Verisk is focusing on enhancing its strategic engagement with clients, fostering improved dialogue, and tailoring its solutions to meet individual client needs. This approach aims to deepen relationships and drive the adoption of its data analytics and technology solutions, particularly across its largest businesses.
• Strategic Acquisitions: Acquisitions, such as AccuLynx and SuranceBay, are expected to contribute to Verisk's revenue growth by expanding its capabilities and market presence in key insurance technology sectors like residential property claims management and life insurance.
• Price Realization: The company has demonstrated strong price realization, particularly in its renewals for subscription-based solutions. This ability to command favorable pricing for its core offerings, including forms, rules and loss costs, Extreme Event Solutions, and Anti-Fraud businesses, is anticipated to continue supporting revenue expansion.

Share Repurchases

• Verisk completed a $100 million Accelerated Share Repurchase (ASR) program in Q2 2025, repurchasing 0.3 million shares at an average price of $309.58.
• As of June 30, 2025, Verisk had $1.3 billion remaining under its share repurchase authorization.
• In February 2025, the company announced an increase of $1,000 million in its equity buyback plan authorization.

Share Issuance

• As of July 25, 2025, Verisk Analytics had 139.72 million shares outstanding.
• The diluted adjusted EPS in 2025 increased due to solid operational performance and a lower average share count, partially offset by increased net interest and depreciation expenses and a higher year-over-year tax rate.
• The number of shares outstanding has decreased over time, which may be the result of company buybacks.

Outbound Investments

• Verisk sold its Energy business, Wood Mackenzie, to Veritas Capital for $3.1 billion in cash in October 2022, plus potential additional contingent consideration of up to $200 million.
• In December 2024, Verisk sold Atmospheric and Environmental Research (AER), a business within Underwriting.
• Verisk acquired Data Driven Safety in November 2021 to expand its auto insurance analytics.

Capital Expenditures

• Verisk's capital expenditures are projected to be between $245 million and $265 million for the full year 2025.
• The company's focus on disciplined capital allocation resulted in approximately 25% return on invested capital in 2024, with incremental returns of approximately 20%.
• In 2024, Verisk modernized its internal financial and human capital ERP systems, indicating a focus on technology investments.