The Thesis
Verisk Analytics is a data software business that provides the essential math insurance companies use to price policies and settle claims. The company generated $3.07 billion in revenue last year, up 6.6%, while generating $1.19 billion in free cash flow. The structural shift that makes the current story possible was the recent divestiture of its energy and financial services units, which transformed Verisk into a focused, higher-margin pure play on insurance data.
If you own Verisk, you are betting on four things at once.
In our view, Verisk is one of the cleaner ways to own a high-quality data monopoly at a reasonable price. The business is currently undervalued relative to its high returns on capital and its role as the industry standard for insurance pricing. We think the stock is worth more as management proves it can layer new AI-driven analytics on top of its existing data repository. For long-term investors, this is a classic compounder with high switching costs.
Numbers at a Glance
What does it do?
Verisk Analytics is a mature business that earns money by selling proprietary data and risk models to nearly every major insurance company in the world. The company collects massive amounts of data from insurance carriers, cleans it, and sells it back to them in the form of predictive models. These models help insurers decide what price to charge for a policy (underwriting) and whether a claim is legitimate or fraudulent (claims). Customers pay primarily through recurring subscriptions, which creates a highly predictable cash flow stream because an insurer cannot easily stop using the data they use to price their daily business.
Where does revenue come from?
The vast majority of revenue comes from the insurance sector, split between underwriting and claims analytics. Underwriting revenue, which was $552 million in the most recent quarter, focuses on risk assessment and policy pricing solutions. Claims revenue, which reached $231 million in the same period, comes from anti-fraud tools and casualty solutions. Most of this revenue is generated in the United States, though the company maintains a presence in over 20 countries.
Revenue Breakdown
Revenue by Geography
Who are its customers?
Verisk Analytics serves almost the entire global insurance industry, providing essential data to thousands of carriers and brokers across 20 different countries. While the company does not disclose a single total customer count in its latest release, it is the primary provider of "loss cost" data for the U.S. property and casualty industry. In the most recent quarter, underwriting revenues grew 3.8% specifically because existing clients expanded their renewals and new clients signed on for catastrophe and life insurance solutions. The company is currently focused on deepening these relationships by integrating AI into existing client workflows.
What gives it staying power?
Verisk has massive staying power because it owns a proprietary data repository that competitors cannot easily replicate. Insurance companies contribute their own data to Verisk to get the industry-wide insights back, creating a powerful data network effect. This creates high switching costs because their tools are baked into the daily software carriers use to write policies.
Where is it headed?
The company is headed toward a future where it uses artificial intelligence to automate the most complex parts of insurance underwriting. Management is currently investing in new AI solutions that help carriers price specialized risks, like climate change and cyber threats, more accurately. If this works, it will turn Verisk from a simple data provider into an automated decision engine for the entire industry.
Revenue is growing steadily as the company successfully pushes through price increases and adds new data products. While reported growth was 3.9% in the latest quarter, organic growth was higher at 4.7% due to strong demand for underwriting enhancements. This steady mid-single-digit growth is consistent for a business that already serves the entire industry.
Free cash flow is exceptionally high but can fluctuate due to one-time items like tax refunds. Verisk converted over 38% of its revenue into free cash flow last year, which is a hallmark of an asset-light software business. Although free cash flow dropped 16.5% to $326 million this quarter, this was mostly due to the timing of tax payments rather than any change in business quality.
The balance sheet is being used aggressively to return capital to shareholders through massive buybacks. Verisk recently initiated a $1.5 billion accelerated share repurchase program, which reduced the share count significantly. While this adds debt to the balance sheet, the company's 28.9% ROIC proves they are earning far more on their capital than it costs to borrow.
Verisk is a financially elite business that generates high margins and consistent cash with very little required investment.
The underwriting business is accelerating with organic growth reaching 5.3% as carriers adopt new risk models. This growth is driven by price increases and new sales in specialty areas like catastrophe and life insurance. Because Verisk owns the data, these new sales come with very high profit margins.
Claims revenue growth is slower at 3.4% as some property and restoration solutions see modest declines. While anti-fraud analytics are performing well, the company needs to prove that its claims software can keep pace with its underwriting division. Any further slowdown here would suggest that competitors are making inroads into the claims workflow.
The insurance data and analytics market is approximately $20 billion today and grows steadily at roughly 5% annually, on track to reach $25 billion by 2029. This is an exceptional industry because it is a rational oligopoly where pricing power is structural due to the high cost of switching providers. Verisk stands as the undisputed leader in the U.S. market, serving as the essential "utility" for the property and casualty sector. This position gives them a long runway to layer new AI tools on top of their mandatory data services.
The competitive dynamic is rationally structured with high barriers to entry because a new player would need decades of historical claim data to compete. Long-term pricing power is high because insurance carriers prioritize data accuracy and regulatory compliance over saving a few dollars on a data subscription.
Fair Isaac(FICO) and CoreLogic represent the most significant threats by owning specific niches like credit and property data. The most dangerous threat is the potential for large carriers to build their own internal data consortia, bypassing Verisk entirely. Experian(EXPN) also competes by leveraging its consumer credit files to provide underwriting shortcuts that challenge Verisk's traditional models.
Verisk is currently holding ground and expanding into specialty lines like life insurance. Organic growth of 5.3% in the underwriting segment proves that Verisk's data remains the gold standard even as competitors try to chip away at its edges.
The primary source of protection is massive switching costs created by Verisk's role in setting industry standards. Verisk defines the "forms" and "loss costs" that carriers use to file rates with state regulators, making them nearly impossible to fire. A 28.9% ROIC is the single most compelling evidence that this moat is real.
These high returns on capital combined with a 29.3% net margin prove that Verisk possesses a durable advantage. The numbers are consistent with a wide-moat business that can raise prices without losing its grip on its customer base.
The moat is strengthening as Verisk integrates its data more deeply into the AI-driven workflows of its customers.
Organic constant currency growth hit 4.7% while maintaining 56% adjusted EBITDA margins.
Executed a $1.5 billion accelerated share repurchase program in Q1 2026.
Management incentives are tied to organic growth and adjusted EBITDA per share targets.
Capital Allocation Track Record
Lee Shavel has successfully transformed Verisk into a leaner, more profitable pure-play insurance data company. Management has demonstrated high credibility by hitting guidance and aggressively returning cash to shareholders through the $1.5 billion buyback program. Their focus on disciplined cost control while investing in AI innovation has resulted in a 28.9% ROIC, confirming that they are exceptional stewards of shareholder capital.
© 2026 ClearThesis.ai · Report generated on May 27, 2026
This is an AI-generated analysis for informational purposes only and does not constitute financial advice. Data and analysis may not reflect recent developments if viewed significantly after the generation date. Always conduct your own due diligence before making any investment decisions.