Skip to main content
main content, press tab to continue
Article

Reserving trends in casualty insurance: Canary or herring?

By James Sallada | June 9, 2025

The P&C industry achieved an underwriting profit in 2024 due to disciplined underwriting and rate hikes, but faces ongoing concerns about adverse claims and economic challenges
N/A
N/A

For people in the industry who read insurance trade journals often, it’s hard to ignore news stories about casualty reserving trends. In fact, one could argue they are front-page news most days. However, the data and the narratives can leave the reader with some uncertainty around the message. Are the extremely conservative actions of certain carriers a canary in the coal mine for darker casualty days ahead? Or does the data, insurer results and years of underwriting discipline lead the reader to believe reserving actions are a herring attempting to create a misleading narrative?

Casualty, and more specifically the general, automobile and umbrella/excess liability lines are experiencing continued stress in the marketplace. As has been widely reported, social inflation, legal system abuse, and lawsuit funding are leading to big increases in severity across liability lines. The pace and frequency of large settlements and verdicts have given pause for many carriers as highlighted by recent reserve bolstering at the end of 2023.

This reserve bolstering continued more broadly throughout 2024, with the P&C industry increasing liability reserves to address higher than expected claim costs and loss trends. However, according to S&P Capital IQ the 2024 calendar year reserves improved $2.6 billion on positive development. While greater than the 2023 number of $1.5 billion, the 2024 profit on release of prior year reserves falls short of the $7.1 billion average over the previous five calendar year results preceding 2023. The period during and immediately after the COVID pandemic had a slowing impact on certain liability claims. But when looking at the calendar year periods 2014-19, the broader P&C industry averaged $8.2 billion of positive development in each calendar year.

According to the same research, when drilling down by certain lines of coverage, “other liability- occurrence” had $10.3 billion of net adverse development in calendar year 2024. It’s important to note this represented an acceleration from the net adverse development of $4.7 billion for “other liability – occurrence” business in calendar year 2023

As the chart below shows, in the past decade, 2018 represents the high-water mark of net favorable reserve development at $12 billion. Growing concern now centers on the trendline, with indications that the industry may be approaching a shift toward less favorable reserve development, despite a slight improvement in 2024 from the prior year. For reference, 2005 represented the last calendar year with net adverse reserve development for the industry.

Favorable reserve development

The graph shows a steady decrease in favorable reserve development from 2018 to the present day.
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis

Let’s look at the auto and other liability lines accident year charts for a deeper dive below. The charts analyze initial loss ratio estimates, established at the end of each accident year, vs. ‘developed’ loss ratios — revised 10 years after (or the latest available) each of the respective accident years for the 1996–2024 periods for both automobile liability and other liability, respectively. You will also note the cumulative impact to profit/loss flowing from these lines subsequent to each initial loss estimate depending on the loss development.

Automobile liability

This graph shows data from 1996 to 2024 around commercial auto liability focusing on initial loss ratio pick,
developed loss ratio, and loss reserve development.
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis

Other liability - Occurrence

This graph shows data from 1996 to 2024 around other liability focusing on initial loss ratio pick, developed loss ratio,
and loss reserve development.
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis

For both automobile and “other liability-occurrence” lines, the data suggest that 2009/2010 marked the last accident year period where developed loss ratios ultimately improved upon initial estimates, resulting in positive and profitable reserve development. Since then, both lines have experienced adverse development, with actual loss ratios exceeding early estimates. However, periods since 2021 have shown less unfavorable development relative to the initial outlook. (Note: these more recent accident years remain relatively green and are still subject to further development — in either direction.)

Up until this point, we’ve highlighted concerns around the P&C industry’s net reserve development in recent calendar years, driven by the liability lines’ lack of performance. Yet, 2024 still showed favorable developments outweighing the adverse actions in the aggregate. Why? Well, let’s discuss the important part that workers’ compensation is playing in this dynamic P&C landscape.

Loss development by calendar year, by selected key line of business

This graph shows data from 2014 to 2024 around favorable reserve development comparing other lines, commercial auto liability
, workers compensation, and other liabilities.
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis. Personal Lines also had a large impact on positive development

According to S&P Capital IQ, workers’ compensation had a net positive development of $6.4 billion in calendar year 2024, accelerating slightly from $6.0 billion in the 2023 calendar year.

To provide additional insight — similar to the preceding liability analysis — we’ll now turn to accident year data to better illustrate the underlying performance and continued contribution of the Workers’ Compensation line.

P&C industry - Workers compensation

This graph shows data from 1996 to 2024 around workers compensation focusing on initial loss ratio pick, developed loss ratio
, and loss reserve development.
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis

Again, the above chart analyzes initial loss ratio estimates vs. ‘developed’ loss ratios for the 1996–2024 accident year periods. Unlike the automobile and other liability charts, since 2010, workers’ compensation has seen loss ratios develop favorably compared to initial estimates. This inverse relationship to liability has led many industry analysts to point toward workers’ compensation as “the gift” that’s balancing the development of other casualty lines.

When reviewing the 2024 Schedule P NAIC Reserve data, we note that the auto liability, other liability, products liability and workers’ compensation lines reflect roughly $123 billion of unpaid industry reserves for the 2024 accident year. Of concern, workers’ compensation reflects only 20.8% of the total number, while the three liability lines reflect the 79.2% balance. Other liability alone accounts for more than 50% of the total projected calendar year reserves. If the industry continues to miss the mark on liability, how much longer can workers’ compensation save the day?

Another relevant data point is annual net premiums by line of business. We’ve highlighted the dynamic around workers’ compensation reserve releases compared to other liability reserve inadequacy. According to a WTW analysis of S&P Capital IQ data, other liability reflected just over 10% of the 2024 industry premiums (third largest percentage behind Private Auto and Home/Farm owners). However, the percentage of the overall premium represented by workers’ compensation has shrunk from 8.7% in 2015, to below 5% in 2024. In short, workers’ compensation has shrunk its overall premium share by approximately 43% since 2015, while other liability share of new premium has grown over that same period of time. With such a significant drop in workers’ compensation premiums relative to other liability, what impact will this have on behavior going forward?

LOB % of P&C industry net written premiums

This graph shows data from 2015 to 2024 around the LOB percentage share of net written premiums for workers compensation
, commercial auto liability, and other liability,
S&P Global Market Intelligence; Annual Statutory Filings and WTW analysis

Now that the Canary case has laid the groundwork for P&C “bears,” lets discuss the Herring case for the “bulls.” According to AM Best, the U.S. P&C industry turned an underwriting profit in 2024, the first such year since 2020.

Can the industry maintain this underwriting success in 2025 and beyond, or will adverse claims development and economic headwinds necessitate further correction?

Underwriting actions

It’s important to clearly highlight the more disciplined underwriting behavior in the liability space attached to accident years 2020-23. Consistent rate increases, stricter terms and conservative limit management are all tools’ carriers focused on during this ‘hard-market’ period. Elevated interest rates during this time should also be considered. The long-tail nature of casualty dictates that the books will need to mature before the results of this discipline can be fully measured.

The charts below reflect quarterly rate change statistics from the WTW Q4 2024 state of the market report (note: These rate changes don’t account for the structural shifts that have occurred over the same period — such as reduced limits and increased attachment points — further amplifying the financial impact on insureds.).

General liability

This chart's data reflects the quarterly rate change from Q1 - 2020 to Q4 - 2024 for general liability.
“Percentile” is defined as 25th-75th Percentile

Source: Willis' quarterly state of the market report

The general liability chart shows some modest slowing rate increases in Q4 2024. It’s important to note that these rate increases have been compounding over time. For example, if you calculate the cumulative Q4 rate changes for the chart above, this line has experienced a 24.68% increase in the aggregate since 2020 alone.

Automobile liability

This chart's data reflects the quarterly rate change from Q1 - 2020 to Q4 - 2024 for commercial auto liability
“Percentile” is defined as 25th-75th Percentile

Source: Willis’ quarterly state of the market report

The automobile liability chart shows continued increases starting in 2020. While the pace of increases has slowed somewhat, we’re seeing a continued uptick in 2024. In fact, according to the same report, Q4 2024 marked the 34th consecutive quarter of automobile liability rate increases on average.

The following chart shows how the umbrella and excess liability market has responded to escalating claim severity through additional underwriting discipline. Corrective actions include both meaningful rate increases and a substantial reduction in deployed limits. Specifically, lead umbrella limits have contracted significantly — from $20 million in 2015 to $5 million in 2024 — while excess limits have declined from $40 million to $10 million over the same period. These shifts underscore a robust recalibration in market appetite and risk tolerance.

Historical umbrella & excess Limits with rate changes

This graph shows data from 2015 to 2024 around the median lead and umbrella limits with average rate change.
and median limits over time.
Limits have decreased over time, while the average rate change has increased steadily in contrast.

Source: Willis generated graph using various sources as noted below

The liability limits in the graph represent typical market maximums rather than simple averages. This means:

  • The lead umbrella limits shown reflect the most commonly offered limit in the market, not necessarily the average across all policies.
  • The excess umbrella limits represent the upper end of available capacity from most carriers, which has declined over time.

For rate changes, the values represent a weighted average of market rate movements, which is a common approach used by:

  • Brokers (WTW, Marsh, AON, CIAB) – who report aggregate pricing trends across multiple policies.
  • Market indices (AM Best, S&P) – which calculate price changes based on premium volume-weighted adjustments.

Underwriting results

Despite the considerable reserve strengthening efforts undertaken in recent years, the casualty insurance industry continues to produce favorable underwriting results. This performance is particularly notable given what we know has been a market punctuated by economic volatility, ongoing social inflation and an increasingly litigious environment.

Perhaps several years of rate uplifts, more disciplined underwriting practices and conservative limit management have helped insurers develop more stable portfolios. As a result, many lines have exhibited marked improvements in their loss ratios, as evidenced by the most recent Schedule P data, which includes incurred losses, defense and cost containment expenses (DCC) and unallocated loss adjustment expenses (ULAE):

  • Automobile Liability (AL): The AL net loss and LAE ratio has averaged approximately 80% over the most recent five accident years, an improvement from about 88% in the preceding five-year period. This suggests improvements in rate adequacy and/or structure and possibly better risk selection or claims handling practices.
  • General Liability (GL): Averaging 72% in the most recent five-year period, compared to 78% previously, the GL net loss and LAE ratio has shown a clear trend toward more favorable underwriting outcomes, likely aided by tighter underwriting terms and increased pricing discipline.
  • Product Liability (PL): Similar to GL, the Products net loss and LAE ratio has improved to an average of 72%, down from 78%. This coverage continues to benefit from focused risk segmentation and targeted underwriting strategies, though this line remains subject to mass torts and latent risks.
  • Workers' Compensation (WC): While WC net loss and LAE ratios have risen to an average of 70%, up from 60%, as noted previously, it remains one of the more stable and profitable casualty lines. The increase may reflect normalization following years of extremely strong results, as well as evolving medical inflation trends and regulatory changes in certain jurisdictions.

Collectively, these improvements are suggestive that recent underwriting strategies — centered on rate adequacy, exposure management and reserving prudence — have borne fruit. However, these gains must be carefully monitored and protected amid shifting market dynamics.

Casualty capacity

The overall casualty market continues to enjoy healthy capacity, with few signs suggesting a mass withdrawal of insurers. Instead, we’ve seen most carriers opting for targeted rate increases and selective limit deployment, reinforcing the idea of underwriting discipline rather than retreat.

While adequate capacity in terms of casualty insurers remains available, it’s become increasingly strategic and conditional, with underwriters placing greater emphasis on industry class, risk quality, jurisdiction and historical claims performance. Insurers are becoming more sophisticated in how they allocate capital, focusing on achieving sustainable returns rather than chasing premium volume.

The question, however, remains as to whether this stability in available capacity will serve as a solid foundation for the industry to replicate recent profitability in the coming years.

Recent trends and uncertainties

The industry is navigating several concurrent trends that will shape future performance:

  • Reserve Adequacy Concerns: Ongoing discussions suggest that the heavy reserve strengthening related to soft market years (2014-19) may be nearing an inflection point. While many insurers have already taken corrective action, questions remain about the sufficiency of reserves for that period.
  • Hard Market Exposure (2020-23): Though these hard market years are defined by higher premiums that have bolstered insurance company revenues, these accident years are still developing. There’s uncertainty around how these years will ultimately perform, particularly as newer risks and litigation patterns emerge.
  • Social Inflation & Litigation Trends: Escalating legal costs, nuclear verdicts and expanded liability theories continue to drive claim severity. The industry must remain vigilant, as these forces can quickly erode underwriting gains.
  • Economic and Geopolitical Factors: Inflation, interest rate volatility and global instability introduce additional complexity into claims projection models and reserving strategies.
  • Tort Reform: Recent U.S. tort reforms have focused on limiting liability exposure and curbing litigation abuse, with states like Florida, Georgia, Iowa and Indiana enacting significant changes such as shortened statutes of limitations, caps on non-economic damages and greater transparency in legal and medical claims. Additionally, Texas is considering several measures, including damages caps and revised liability standards, designed to curb litigation costs.

In this environment, even with emerging tort reform developments, a conservative approach to reserving is warranted. The need for robust reserve buffers is underscored by the inherent uncertainty in forecasting long-tail claim costs, particularly when external pressures, as have been described above, are amplifying the volatility.

Conclusion

The casualty insurance industry has shown considerable resilience, buoyed by disciplined underwriting and a proactive approach to risk and capital management. Yet, as the sector confronts continued social inflation, evolving litigation dynamics and broader economic volatility, this resilience faces a real test.

Which brings us back to the initial question as to whether the recent wave of reserve strengthening is an early warning signal of deeper, systemic loss development challenges (canary in a coalmine)—or merely an overly conservative reaction following years of underpricing (red herring)? The answer will become clearer in the years ahead. What is certain, however, is that sustained profitability will hinge on the industry's ability to adapt through continued investment in data analytics, rigorous claims management and forward-looking reserving practices. Those who navigate this uncertainty with agility and insight will be best positioned to achieve durable underwriting success in 2025 and beyond.

Disclaimer

WTW hopes you found the general information provided in this publication informative and helpful. The information contained herein is not intended to constitute legal or other professional advice and should not be relied upon in lieu of consultation with your own legal advisors. In the event you would like more information regarding your insurance coverage, please do not hesitate to reach out to us. In North America, WTW offers insurance products through licensed entities, including Willis Towers Watson Northeast, Inc. (in the United States) and Willis Canada Inc. (in Canada).

Author


Casualty Leader, North America

Related content tags, list of links Article United States Canada
Contact us