CorVel Corporation (CRVL)

Workers' compensation claims and bill review, all U.S. Read October 20, 2026 from the annual report for the period ending March 31, 2026, filed May 22, 2026. Ranked 37 of the 120 Financial Services companies read so far, by the share within reach now.

The filing states 5,239 employees, all in the United States, in claims management and bill review with nothing by segment, so one insurance services pattern carries the workforce.

The figures on this page come from the company's own annual report and from BLS staffing patterns for its industries, never from a roster. They are estimates with a stated method. Nothing here says what the company will do: within reach is not a forecast of jobs lost or of savings.

What follows from the reading

Share of working time within reach of AI, on the long-run pace at four in five: 40% now, 56% at the end of 2027, 62% at the end of 2028, 63% at the end of 2030. By the patterns, the work is about 63% desk work, 32% people work and 4% body work. These are the site's industry estimates weighted by the shares below: estimates with a stated method and range, not a forecast of what the company will do. By the same patterns, at the end of 2028 about 36% of the working time stays with people (conversation, in-person and hands-on work), 53% becomes checking a model's work and 8% could be handed over with lighter checks, from the industries' own figures, not the company's roles.

Headcount

5,239 employees as of March 31, 2026 (stated). The filing states that the entire workforce is concentrated in the United States.

The filing: “As of March 31, 2026, CorVel had 5,239 employees, including nurses, claims adjusters, and other employees.”

The workforce as industry patterns

What the filing says about the workforce: All 5,239 in the United States, nurses and claims adjusters among them; 93% work permanently from home or in a hybrid arrangement; no collective bargaining; over 79% are women.

Companies read with the same leading pattern

Other companies whose largest staffing pattern is also Agencies, Brokerages, and Other Insurance Related Activities, largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five.

• Marsh & McLennan Companies, Inc. (MRSH, 95,000 employees)35% now, 63% by 2028
• Arthur J. Gallagher & Co. (AJG, 72,000 employees)39% now, 62% by 2028
• Aon plc (AON, 60,000 employees)36% now, 63% by 2028
• Brown & Brown, Inc. (BRO, 22,888 employees)39% now, 62% by 2028
• First American Financial Corporation (FAF, 19,102 employees)39% now, 65% by 2028
• Crawford & Company (CRD-A, 9,943 employees)40% now, 62% by 2028
• Alight, Inc. (ALIT, 9,500 employees)35% now, 64% by 2028
• Stewart Information Services Corporation (STC, 7,800 employees)39% now, 65% by 2028

What the filing says about AI

22 sentences in the filing name AI. The filing says the company applies AI, machine learning and natural language processing to manage episodes of care and their costs, with an AI engine of over 100 million rules for paperless bill review.

• “CorVel applies certain technology, including artificial intelligence, machine learning, and natural language processing, to enhance the management of episodes of care and the related health-care costs.”
• “CorVel's artificial intelligence engine includes over 100 million individual rules, which offers a comprehensive, paperless solution that surpasses the capabilities of traditional, manual bill review processes.”
• “Using artificial intelligence technology, the website provides situation alerts and event triggers, to facilitate prompt and effective decisions.”
• “These may include new applications or insurance-related services based on artificial intelligence, machine learning, robotics, blockchain, the metaverse or new approaches to data mining that impact the nature of how we generate revenue.”
• “These new entrants are focused on using technology and innovation, including artificial intelligence and blockchain, in an attempt to simplify and improve the client experience, increase efficiencies, alter business models and effect other potentially disruptive changes in the industries in which we operate.”

Its annual reports, year by year

Sentences naming AI in each annual report, counted by one rule, beside the median report in the Index that year. Each count links its filing. Every company, by year and sector

• Fiscal 20213median 0
• Fiscal 20225median 0
• Fiscal 20239median 1
• Fiscal 202410median 4
• Fiscal 202522median 10

Headcount by filing year

As reported in each year's annual report, with the filing. A year marked not read had no figure the reading could take from the report's text.

Limits of this reading

• The nurse case managers stay inside the claims administration pattern because the filing counts no employees by function.

Source: the company's annual report on EDGAR, accession 0001193125-26-237024, the filing. Read by Claude Fable 5.1 under rubric version 1, by the method. A company can write to info@stratussc.com to have its reading checked against its filing.