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RLI CORP

For the period ended Dec 31, 2024. Filed Feb 21, 2025.

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A company's yearly report to the SEC, with audited financial statements. It is the fullest account a company gives of its business, its finances and the risks it sees.

FY2024 · Filed Feb 21, 2025

RLI$67.95-0.6%Stored close · as of Nov 9, 2026

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Contents

Notes to Consolidated Financial Statements

1.SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES
A.DESCRIPTION OF BUSINESS

RLI Corp. is an insurance holding company. References to “the Company,” “we,” “our,” “us” or like terms refer to the business of RLI Corp. and its subsidiaries. We underwrite select property, casualty and surety products through major subsidiaries collectively known as RLI Insurance Group. We conduct operations principally through three insurance companies. RLI Insurance Company (RLI Ins.), a subsidiary of RLI Corp. and our principal insurance subsidiary, writes multiple lines of insurance on an admitted basis in all 50 states, the District of Columbia, Puerto Rico, the Virgin Islands and Guam. Mt. Hawley Insurance Company (Mt. Hawley), a subsidiary of RLI Ins., writes excess and surplus lines insurance on a non-admitted basis in all 50 states, the District of Columbia, Puerto Rico, the Virgin Islands and Guam. Contractors Bonding and Insurance Company (CBIC), a subsidiary of RLI Ins., writes multiple lines of insurance on an admitted basis in all 50 states and the District of Columbia.

B.PRINCIPLES OF CONSOLIDATION AND BASIS OF PRESENTATION

The accompanying consolidated financial statements were prepared in conformity with generally accepted accounting principles in the United States of America (GAAP), which differ in some respects from those followed in reports to insurance regulatory authorities. The consolidated financial statements include the accounts of our holding company and our subsidiaries. Intercompany balances and transactions have been eliminated.

On January 15, 2025, RLI Corp. effected atwo-for-one split of its common stock and a proportionate increase in the number of authorized shares. All share and per share information throughout this report has been retroactively adjusted to reflect the stock split. The shares of common stock retain a par value of $0.01 per share. Accordingly, an amount equal to the par value of the increased shares resulting from the stock split was reclassified from paid-in capital to common stock.

The Company has evaluated subsequent events through the date these consolidated financial statements were issued. There were no other subsequent events requiring adjustment to the financial statements or disclosure.

C.ADOPTED ACCOUNTING STANDARDS

2023-07—Segment Reporting (Topic 280): Improvements to Reportable Segment Disclosures

The amendments in this Accounting Standards Update (ASU) require the disclosures of significant expenses that are regularly provided to the chief operating decision maker (CODM) and included within each segment’s reported measure of profit or loss. Additionally, the ASU requires the disclosure of the title of the CODM and an explanation of how the CODM uses the reported measure of a segment’s profit or loss in assessing performance and deciding how to allocate resources. We adopted ASU 2023-07 in 2024 using a retrospective approach, providing disclosures for all periods presented in the financial statements. The adoption of this ASU did not have a material impact on our consolidated financial statements.

D.PROSPECTIVE ACCOUNTING STANDARDS

2023-09—Income Taxes (Topic 740): Improvements to Income Tax Disclosures

The guidance in ASU 2023-09 is designed to increase transparency about income tax information through improvements to the tax rate reconciliation and disclosure of income taxes paid, disaggregated by federal, state and foreign jurisdictions. This ASU is effective for fiscal years beginning after December 15, 2024. Although the Company continues to evaluate the impact of adopting this new accounting standard, the amendments are disclosure-related and should not have a material impact on our financial statements.

2024-03—Income Statement-Reporting Comprehensive Income-Expense Disaggregation Disclosures (Subtopic 220-40): Disaggregation of Income Statement Expenses

The guidance in ASU 2024-03 requires disaggregation of certain expenses into specified categories in the notes to the financial statements. Each relevant expense caption on the face of the statement of earnings that includes specific expenses, such as employee compensation, depreciation and intangible asset amortization, are required to be separately disclosed in a tabular presentation. Additionally, a separate total of selling expenses is required to be disclosed, along with a definition of what is included in selling expenses.

This ASU is effective for fiscal years beginning after December 15, 2026 and interim periods beginning after December 15, 2027. Although the Company continues to evaluate the impact of adopting this new accounting standard, the amendments are disclosure-related and should not have a material impact on our financial statements.

E.INVESTMENTS

Equity securities are carried at fair value with unrealized gains and losses recorded within net earnings. Investments in fixed income securities are classified into one of three categories: trading, held-to-maturity or available-for-sale. All of our fixed income securities are classified as available-for-sale and reported at fair value. Unrealized gains and losses on these securities are excluded from net earnings but are recorded as a separate component of comprehensive earnings and shareholders’ equity, net of deferred income taxes.

Interest on fixed maturities and short-term investments is credited to earnings on an accrual basis. Premiums and discounts are amortized or accreted over the lives of the related fixed maturities. Dividends on equity securities are credited to earnings on the ex-dividend date. Realized gains and losses on disposition of investments are based on the specific identification of the investments sold on the settlement date.

F.CASH, SHORT-TERM INVESTMENTS AND OTHER INVESTED ASSETS

Cash consists of uninvested balances in bank accounts. Short-term investments consist of investments with original maturities of 90 days or less, primarily AAA-rated government money market funds. Short-term investments are carried at cost. Other invested assets include investments in low-income housing tax credit (LIHTC) and historic tax credit (HTC) partnerships, membership in the Federal Home Loan Bank of Chicago (FHLBC) and investments in private funds. Our LIHTC and HTC investments are carried at amortized cost, and our investment in FHLBC stock is carried at cost. Due to the nature of cash, the LIHTC and HTC partnerships, and our membership in the FHLBC, their carrying amounts approximate fair value. The private funds are carried at fair value, using each investment’s net asset value.

G.REINSURANCE

Ceded unearned premiums and reinsurance balances recoverable on unpaid losses and settlement expenses are reported separately as an asset, rather than being netted with the related liability, since reinsurance does not relieve the Company of our liability to policyholders. Such balances are subject to the credit risk associated with the individual reinsurer. We continually monitor the financial condition of our reinsurers and actively follow up on any past due or disputed amounts. As part of our monitoring efforts, we review reinsurers’ annual financial statements and SEC filings for those that are publicly traded. We also review insurance industry developments that may impact the financial condition of our reinsurers. We analyze the credit risk associated with our reinsurance balances recoverable by monitoring the AM Best and S&P ratings of our reinsurers. In addition, we subject our reinsurance balances recoverable to detailed recoverability tests, including a segment-based analysis using the average default rating percentage by S&P rating, which assists the Company in assessing the sufficiency of its allowance. Additionally, we perform an in-depth reinsurer financial condition analysis prior to the renewal of our reinsurance placements.

Our policy is to charge to earnings, in the form of an allowance, an estimate of unrecoverable amounts from reinsurers. This allowance is reviewed on an ongoing basis to ensure that the amount makes a reasonable provision for reinsurance balances that we may be unable to recover. Once regulatory action (such as receivership, finding of insolvency, order of conservation or order of liquidation) is taken against a reinsurer, the paid and unpaid recoverable for the reinsurer are specifically identified and written off through the use of our allowance for estimated unrecoverable amounts from reinsurers. When we write-off such a balance, it is done in full. We then re-evaluate the remaining allowance and determine whether the balance is sufficient and, if needed, an additional allowance is recognized.

H.POLICY ACQUISITION COSTS

We defer incremental direct costs that relate to the successful acquisition of new or renewal insurance contracts, including commissions and premium taxes. Acquisition-related costs may be deemed ineligible for deferral when they are based on contingent or performance criteria beyond the basic acquisition of the insurance contract or when efforts to obtain or renew the insurance contract are unsuccessful. All eligible costs are capitalized and charged to expense in proportion to premium revenue recognized. The method followed in computing deferred policy acquisition costs limits the amount of such deferred costs to their estimated realizable value. This process contemplates the premiums to be earned, anticipated losses and settlement expenses and certain other costs expected to be incurred, but does not consider investment income. Judgments as to the ultimate recoverability of such deferred costs are reviewed

on a segment basis and are highly dependent upon estimated future loss costs associated with the premiums written. This deferral methodology applies to both gross and ceded premiums and acquisition costs.

I.PROPERTY AND EQUIPMENT

Property and equipment are presented at cost less accumulated depreciation and are depreciated on a straight-line basis over periods ranging from 3 to 10 years for equipment and up to 30 years for buildings and improvements.

J.INVESTMENTS IN UNCONSOLIDATED INVESTEES

Our investment in Prime Holdings Insurance Services, Inc. (Prime) is accounted for under the equity method. As of December 31, 2024, we had a 23 percent interest in the equity and earnings of Prime. Prime writes business throughtwo Illinois domiciled insurance carriers, Prime Insurance Company, an excess and surplus lines company, and Prime Property and Casualty Insurance Inc., an admitted insurance company. Our investment in Prime was $56 million at December 31, 2024 and 2023. In 2024, we recorded $5 million in investee losses from Prime, compared to investee earnings of $10 million in 2023 and $13 million in 2022. The loss in 2024 is reflective of Prime strengthening reserves on a number of prior accident years. Additionally, we maintain a quota share reinsurance treaty with Prime, which contributed $9 million of gross premiums written and $8 million of net premiums earned during 2024, compared to $7 million of gross premiums written and $13 million of net premiums earned during 2023, and $21 million of gross premiums written and $23 million of net premiums earned during 2022. The decrease in gross premiums written and net premiums earned from 2022 was attributable to a reduction of our participation in the quota share reinsurance treaty in 2023, as well as the competitive market in which Prime operates.

Prime recorded a net loss of $36 million in 2024, compared to net income of $45 million in 2023 and $59 million in 2022. Additional summarized financial information for Prime as of 2024 and 2023 is outlined in the following table:

​​​​​​​
(in millions) · 2024 · 2023
Total assets​$1,102​$944
Total liabilities​​844​​691
Total equity​​258​​253

Approximately $54 million of undistributed earnings from our equity method investees were included in our retained earnings as of December 31, 2024. We received $3 million of dividends from Prime in 2024. We didnot receive any dividends from our equity method investees during 2023 or 2022.

We perform annual impairment reviews of our investments in unconsolidated investees, which take into consideration current valuation and operating results. Based upon the most recent reviews, the assets were not impaired.

K.GOODWILL AND INTANGIBLE ASSETS

The composition of goodwill and intangibles at December 31, 2024 and 2023, is detailed in the following table:

​​​​​​​
(in thousands)20242023
Goodwill​​​​​​
Surety​$40,816​$40,816
Casualty​​5,246​​5,246
Total goodwill​$46,062​$46,062
Indefinite-lived intangibles​$7,500​$7,500
Total goodwill and intangibles​$53,562​$53,562

As the amortization of goodwill and indefinite-lived intangible assets is not permitted, the assets are tested for impairment on an annual basis, or earlier if there is reason to suspect that their values may have been diminished or impaired. Annual impairment testing was performed on each of our goodwill and indefinite-lived intangible assets during 2024. Based upon these reviews, our goodwill and state insurance license indefinite-lived intangible assets were not impaired. In addition, as of December 31, 2024, there were no triggering events on goodwill and intangible assets that would suggest an updated review was necessary.

L.UNPAID LOSSES AND SETTLEMENT EXPENSES

The liability for unpaid losses and settlement expenses represents estimates of amounts needed to pay reported and unreported claims and related expenses. The estimates are based on certain actuarial and other assumptions related to the ultimate cost to settle such claims. Such assumptions are subject to occasional changes due to evolving economic, social and political conditions. All estimates are periodically reviewed and, as experience develops and new information becomes known, the reserves are adjusted as necessary. Such adjustments are reflected in the results of operations in the period in which they are determined. Due to the inherent uncertainty in estimating reserves for losses and settlement expenses, there can be no assurance that the ultimate liability will not exceed recorded amounts. If actual liabilities do exceed recorded amounts, there will be an adverse effect. Furthermore, we may determine that recorded reserves are more than adequate to cover expected losses, which would lead to a reduction in our reserves.

M.INSURANCE REVENUE RECOGNITION

Insurance premiums are recognized ratably over the term of the contracts, net of ceded reinsurance. Our policies are short-term in nature and premium is generally earned over a one-year period. Unearned premiums are calculated on a monthly pro rata basis.

N.INCOME TAXES

We file a consolidated federal income tax return. Federal income taxes are accounted for using the asset and liability method under which deferred income taxes are recognized for the tax consequences of temporary differences by applying enacted statutory tax rates applicable to future years to differences between the financial statement carrying amounts and the tax bases of existing assets and liabilities, operating losses and tax credit carry forwards. The effect on deferred taxes for a change in tax rates is recognized in income in the period that includes the enactment date. Deferred tax assets are reduced by a valuation allowance if it is more likely than not that all or some of the deferred tax assets will not be realized.

We consider uncertainties in income taxes and recognize those in our financial statements as required. As it relates to uncertainties in income taxes, our unrecognized tax benefits, including interest and penalty accruals, are not considered material to the consolidated financial statements. Also, no tax uncertainties are expected to result in significant increases or decreases to unrecognized tax benefits within the next 12-month period. Penalties and interest related to income tax uncertainties, should they occur, would be included in income tax expense in the period in which they are incurred.

As an insurance company, we are subject to minimal state income tax liabilities. Since the majority of our income on a state basis is from insurance operations, we pay premium taxes, which are calculated as a percentage of gross premiums written in lieu of state income taxes. Premium taxes are a component of policy acquisition costs.

O.EARNINGS PER SHARE

Basic earnings per share (EPS) is computed by dividing income available to common shareholders by the weighted-average number of common shares outstanding for the period. Diluted EPS reflects the dilution that could occur if securities or other contracts to issue common stock or common stock equivalents were exercised or converted into common stock. When inclusion of these items increases the earnings per share or reduces the loss per share, the effect on earnings is anti-dilutive. Under these circumstances, the diluted net earnings or net loss per share is computed excluding these items. The following represents a reconciliation of the numerator and denominator of the basic and diluted EPS computations contained in the consolidated financial statements:

​​​​​​​​​
​ · ​ · ​ · Weighted Average · ​ · ​
​ · ​ · Income · ​ · Shares · ​ · Per Share
(in thousands, except per share data) · (Numerator) · (Denominator) · Amount
For the year ended December 31, 2024​​​​​​​​
Basic EPS​​​​​​​​
Income available to common shareholders​$345,77991,529​$3.78
Stock options​​—922​​​
Diluted EPS​​​​​​​​
Income available to common shareholders and assumed conversions​$345,77992,451​$3.74
Anti-dilutive options excluded from diluted EPS​​​​48​​​
​​​​​​​​​
For the year ended December 31, 2023​​​​​​​​
Basic EPS​​​​​​​​
Income available to common shareholders​$304,61191,191​$3.34
Stock options​​—964​​​
Diluted EPS​​​​​​​​
Income available to common shareholders and assumed conversions​$304,61192,155​$3.31
Anti-dilutive options excluded from diluted EPS​​​​345​​​
​​​​​​​​​
For the year ended December 31, 2022​​​​​​​​
Basic EPS​​​​​​​​
Income available to common shareholders​$583,41190,735​$6.43
Stock options​​—854​​​
Diluted EPS​​​​​​​​
Income available to common shareholders and assumed conversions​$583,41191,589​$6.37
Anti-dilutive options excluded from diluted EPS​​​​590​​​
P.COMPREHENSIVE EARNINGS

Our comprehensive earnings include net earnings plus after-tax unrealized gains and losses on our available-for-sale fixed income portfolio. In reporting the components of comprehensive earnings, we used the federal statutory tax rate of 21 percent. Other comprehensive income (loss), as shown in the consolidated statements of earnings and comprehensive earnings, is net of tax expense (benefit) of $(2) million, $17 million and $(74) million for 2024, 2023 and 2022, respectively.

The table below illustrates the changes in the balance of each component of accumulated other comprehensive earnings for each period presented in the consolidated financial statements.

​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
Unrealized Gains/Losses on Available-for-Sale Securities · ​ · For the Year Ended December 31,
(in thousands) · 2024 · 2023 · 2022
Beginning balance​$(166,303)$(229,076)$49,826
Other comprehensive earnings before reclassifications​​(11,501)​59,922​(281,189)
Amounts reclassified from accumulated other comprehensive earnings​​4,081​2,851​2,287
Net current period other comprehensive earnings (loss)​$(7,420)$62,773$(278,902)
Ending balance​$(173,723)$(166,303)$(229,076)
Balance of securities for which an allowance for credit losses has not been recognized in net earnings​$1,492​$1,224​$1,693

Credit losses or the sale of an available-for-sale security resulted in amounts being reclassified from accumulated other comprehensive earnings to current period net earnings. The effects of reclassifications out of accumulated other comprehensive earnings by the respective line items of net earnings are presented in the following table.

​​​​​​​​​​​​
Amount Reclassified from Accumulated Other Comprehensive Earnings
(in thousands)​​​​​​​​​​​
Component of Accumulated · ​ · ​ · For the Year Ended December 31, · ​ · Affected line item in the
Other Comprehensive Earnings · 2024 · 2023 · 2022 · Consolidated Statement of Earnings
Unrealized gains and losses on available-for-sale securities​$(5,276)$(3,641)$(2,997)Net realized gains (losses)
​​​110​​32​​102​Credit gains (losses) presented within net realized gains
​​$(5,166)$(3,609)$(2,895)Earnings (loss) before income taxes
​​​1,085​758​608Income tax (expense) benefit
​​$(4,081)$(2,851)$(2,287)Net earnings (loss)
Q.FAIR VALUE DISCLOSURES

Fair value is defined as the price in the principal market that would be received for an asset to facilitate an orderly transaction between market participants on the measurement date. We determined the fair value of certain financial instruments based on their underlying characteristics and relevant transactions in the marketplace. We maximize the use of observable inputs and minimize the use of unobservable inputs when measuring fair value.

The following are the levels of the fair value hierarchy and a brief description of the type of valuation inputs that are used to establish each level. Financial assets are classified based upon the lowest level of significant input that is used to determine fair value.

Level 1 is applied to valuations based on readily available, unadjusted quoted prices in active markets for identical assets.

Level 2 is applied to valuations based upon quoted prices for similar assets in active markets, quoted prices for identical or similar assets in inactive markets; or valuations based on models where the significant inputs are observable (e.g. interest rates, yield curves, prepayment speeds, default rates, loss severities) or can be corroborated by observable market data.

Level 3 is applied to valuations that are derived from techniques in which one or more of the significant inputs are unobservable.

As a part of management’s process to determine fair value, we utilize widely recognized, third-party pricing sources to determine our fair values. We have obtained an understanding of the third-party pricing sources’ valuation methodologies and inputs. The following is a description of the valuation techniques used for financial assets that are measured at fair value, including the general classification of such assets pursuant to the fair value hierarchy.

Corporate, Agencies, Government and Municipal Bonds: The pricing vendor employs a multi-dimensional model which uses standard inputs including (listed in approximate order of priority for use) benchmark yields, reported trades, broker/dealer quotes, issuer spreads, two-sided markets, benchmark securities, market bids/offers and other reference data. The pricing vendor also monitors market indicators, as well as industry and economic events. All bonds valued using these techniques are classified as Level 2. All Corporate, Agencies, Government and Municipal securities are deemed Level 2.

**Mortgage-backed Securities (MBS)/Collateralized Mortgage-backed Securities (CMBS) and Asset-backed Securities (ABS):**The pricing vendor evaluation methodology includes principally interest rate movements and new issue data. Evaluation of the tranches (nonvolatile, volatile or credit sensitivity) is based on the pricing vendors’ interpretation of accepted modeling and pricing conventions. This information is then used to determine the cash flows for each tranche, benchmark yields, pre-payment assumptions and to incorporate collateral performance. To evaluate MBS and CMBS volatility, an option adjusted spread model is used in combination with models that simulate interest rate paths to determine market price information. This process allows the pricing vendor to obtain evaluations of a broad universe of securities in a way that reflects changes in yield curve, index rates, implied volatility, mortgage rates and recent trade activity. MBS/CMBS and ABS with corroborated, observable inputs are classified as Level 2. All of our MBS/CMBS and ABS are deemed Level 2.

**Regulation D Private Placement Securities:**All Regulation D privately placed bonds are classified as corporate or non-U.S. government securities and deemed Level 3. The pricing vendor evaluation methodology for these securities includes a combination of

observable and unobservable inputs. Observable inputs include public corporate spread matrices classified by sector, rating and average life, as well as investment and non-investment grade matrices created from fixed income indices. Unobservable inputs include a liquidity spread premium calculated based on public corporate spread and private corporate spread matrices. The quantitative detail of the liquidity spread premium is neither provided nor reasonably available to the Company.

For all of our fixed income securities classified as Level 2, we periodically conduct a review to assess the reasonableness of the fair values provided by our pricing services. Our review consists of a two-pronged approach. First, we compare prices provided by our pricing services to those provided by an additional source. In some cases, we obtain prices from securities brokers and compare them to the prices provided by our pricing services. If discrepancies are found in our comparisons, we compare our prices to actual reported trade data for like securities. No changes to the fair values supplied by our pricing services have occurred as a result of our reviews. Based on these assessments, we have determined that the fair values of our Level 2 fixed income securities provided by our pricing services are reasonable.

Equity Securities: As of December 31, 2024, nearly all of our equity holdings were traded on an exchange. Exchange traded equities have readily observable price levels and are classified as Level 1 (fair value based on quoted market prices). Equity securities not traded on an exchange, for which pricing is provided by a third-party pricing source using observable inputs, are classified as Level 2. Equity securities not traded on an exchange and that rely on one or more unobservable inputs in pricing are classified as Level 3.

Due to the relatively short-term nature of cash, short-term investments, accounts receivable and accounts payable, their carrying amounts are reasonable estimates of fair value. Our investments in private funds, classified as other invested assets, are measured using the investments’ net asset value per share and are not categorized within the fair value hierarchy. The fair value of our debt is discussed further in note 3 to the consolidated financial statements.

R.SHARE-BASED COMPENSATION

We expense the estimated fair value of employee stock options and similar awards. We measure compensation cost for awards of equity instruments to employees based on the grant-date fair value of those awards and recognize compensation expense over the service period that the awards are expected to vest. The tax effects related to share-based payments are made through net earnings. See note 7 to the consolidated financial statements for further discussion and related disclosures regarding stock options.

S.RISKS AND UNCERTAINTIES

Certain risks and uncertainties are inherent in our day-to-day operations and in the process of preparing our consolidated financial statements. The more significant risks and uncertainties, as well as our attempt to mitigate, quantify and minimize such risks, are presented below and throughout the notes to the consolidated financial statements.

Insurance Risks

We compete with a large number of other companies in our selected lines of business. During periods of intense competition for premium, we are vulnerable to the actions of other companies who may seek to write business without the appropriate regard for risk and profitability. The insurance industry is often highly competitive, which can make it difficult to grow or maintain premium volume without sacrificing underwriting discipline and income. Our profitability can be significantly affected by the ability of our underwriters to accurately select and price risk and our claim personnel to appropriately deliver fair outcomes. We attempt to mitigate this risk by incentivizing our underwriters to maximize underwriting profit and remain disciplined in pricing and selecting risks. If we are unable to compete effectively in the markets in which we operate or expand our operations into new markets, our underwriting revenues may decline, as well as overall business results.

Our loss reserves are based on estimates and may be inadequate to cover our actual insured losses, which would negatively impact our profitability. As of December 31, 2024, we had $2.7 billion of gross loss and LAE reserves. Significant periods of time often elapse between the occurrence of an insured loss, the reporting of the loss to the Company and our payment of that loss. As part of the reserving process, we review historical data and consider the impact of various factors such as trends in claim frequency and severity, emerging economic and social trends, inflation and changes in the regulatory and litigation environments. If the actual amount of insured losses is greater than the amount we have reserved for these losses, our profitability would suffer.

Catastrophe Exposures

Our insurance coverages include exposure to catastrophic events. We monitor catastrophe exposures by quantifying our exposed policy limits in each region and by using computer-assisted modeling techniques. Additionally, we limit our risk to such catastrophes by restraining the total policy limits written in each region and by purchasing reinsurance. Our major catastrophe exposure is to losses caused by windstorms, affecting commercial properties in coastal regions of the United States, and earthquakes, primarily on the West Coast. We are also exposed to convective storms, winter weather, wildfires, lava flows in Hawaii as well as terrorist events in the United States.

In 2024, our property catastrophe reinsurance treaty had limits of $850 million in excess of $25 million first-dollar retention for earthquakes in California, $850 million in excess of a $50 million first-dollar retention for earthquakes outside of California and $750 million in excess of a $50 million first-dollar retention for all other perils, including wind. In addition, we have coverages that may reduce first-dollar retentions for multiple events within an established period of time. All of these amounts were subject to certain co-participations by the Company on losses in excess of the first-dollar retentions.

The majority of our catastrophe reinsurance treaty renewed on January 1, 2025. We purchased the same limits over the same first-dollar retention amounts outlined above. The program was 100 percent placed with a portion of the first layer expiring on May 31, 2025. We actively manage our catastrophe program to keep our net retention in line with risk tolerances and to optimize the risk/return trade off.

Environmental Liability Exposures

We are subject to environmental liability claims and exposures primarily through our commercial excess, general liability and discontinued assumed casualty reinsurance lines of business. Although exposure to environmental claims exists in these lines of business, we seek to mitigate or control the extent of this exposure on the vast majority of this business. Our policies include pollution exclusions that have been continually updated to further strengthen them and our policies primarily cover moderate hazard risks.

We offer coverage for low to moderate environmental liability exposures for small contractors and asbestos and mold remediation specialists. We also provide limited coverage for individually underwritten underground storage tanks. The overall exposure is mitigated by focusing on smaller risks with low to moderate exposures. Risks that have large-scale exposures are avoided including petrochemical, chemical, mining, manufacturers and other risks that might be exposed to superfund sites. This business is covered under our casualty ceded reinsurance treaties.

We made loss and settlement expense payments on environmental liability claims and have loss and settlement expense reserves for others. We include this historical environmental loss experience with the remaining loss experience in the applicable line of business to project ultimate incurred losses and settlement expenses as well as related incurred but not reported (IBNR) loss and settlement expense reserves.

Although historical experience on environmental liability claims may not accurately reflect future environmental exposures, we used this experience to record loss and settlement expense reserves in the exposed lines of business. See further discussion of environmental exposures in note 5 to the consolidated financial statements.

Reinsurance

Reinsurance does not discharge the Company from our primary liability to policyholders, and to the extent that a reinsurer is unable to meet its obligations, we would be liable. We continuously monitor the financial condition of prospective and existing reinsurers. As a result, we purchase reinsurance from a number of financially strong reinsurers. We provide an allowance for reinsurance balances deemed uncollectible. See further discussion of reinsurance exposures in note 4 to the consolidated financial statements.

Investment Risk

Our investment portfolio is subject to market, credit and interest rate risks. The equity portfolio will fluctuate with movements in the overall stock market. While the equity portfolio has been constructed to have lower downside risk than the market, the portfolio is positively correlated with movements in domestic stocks. The bond portfolio is affected by interest rate changes and movement in credit spreads. We attempt to mitigate our interest rate and credit risks by constructing a well-diversified portfolio with high-quality securities with varied maturities. Downturns in the financial markets could have a negative effect on our portfolio. However, we attempt to manage this risk through asset allocation, duration and security selection.

Liquidity Risk

Liquidity is essential to our business and a key component of our concept of asset-liability matching. Our liquidity may be impaired by an inability to collect premium receivable or reinsurance balances recoverable in a timely manner, an inability to sell assets or redeem our investments, an inability to access funds from our insurance subsidiaries, unforeseen outflows of cash or large claim payments or an inability to access debt or equity capital markets. This situation may arise due to circumstances that we may be unable to control, such as a general market disruption, an operational problem that affects third parties or the Company, or even by the perception among market participants that we, or other market participants, are experiencing greater liquidity risk.

Our credit ratings are important to our liquidity. A reduction in our credit ratings could adversely affect our liquidity and competitive position by increasing our borrowing costs or limiting our access to the capital markets.

Financial Statements

The preparation of the accompanying consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions about future events. These estimates and the underlying assumptions affect the amounts of assets and liabilities reported, disclosures about contingent assets and liabilities and reported amounts of revenues and expenses. The most significant of these amounts is the liability for unpaid losses and settlement expenses. Other estimates include investment valuation, the allowance for credit losses on fixed income securities, the collectability of reinsurance balances, recoverability of deferred tax assets and deferred policy acquisition costs. These estimates and assumptions are based on management’s best estimates and judgment. Management evaluates its estimates and assumptions on an ongoing basis using historical experience and other factors, including the current economic environment, which management believes to be reasonable under the circumstances. We adjust such estimates and assumptions when facts and circumstances dictate. Although recorded estimates are supported by actuarial computations and other supportive data, the estimates are ultimately based on our expectations of future events. As future events and their effects cannot be determined with precision, actual results could differ significantly from these estimates. Changes in those estimates resulting from continuing changes in the economic environment will be reflected in the consolidated financial statements in future periods.

External Factors

Our insurance subsidiaries are highly regulated by the state in which they are incorporated and by the states in which they do business. Such regulations, among other things, limit the amount of dividends, impose restrictions on the amount and types of investments, impose regulations on forms and regulate rates insurers may charge for various coverages. We are also subject to insolvency and guaranty fund assessments for various programs designed to ensure policyholder indemnification. We generally accrue an assessment during the period in which it becomes probable that a liability has been incurred from an insolvency and the amount of the related assessment can be reasonably estimated.

The National Association of Insurance Commissioners (NAIC) has developed Property and Casualty Risk-Based Capital (RBC) standards that relate an insurer’s reported statutory surplus to the risks inherent in its overall operations. The RBC formula uses the statutory annual statement to calculate the minimum indicated capital level to support investment and underwriting risk. The NAIC model law calls for various levels of regulatory action based on the magnitude of an indicated RBC capital deficiency, if any. We regularly monitor our subsidiaries’ internal capital requirements and the NAIC’s RBC developments. As of December 31, 2024, we determined that our capital levels are well in excess of the minimum capital requirements for all RBC action levels and that our capital levels are sufficient to support the level of risk inherent in our operations. See note 8 to the consolidated financial statements for further discussion of statutory information and related insurance regulatory restrictions.

In addition, ratings are a critical factor in establishing the competitive position of insurance companies. Our insurance companies are rated by AM Best, S&P and Moody’s. Their ratings reflect their opinions of an insurance company’s and an insurance holding company’s financial strength, operating performance, strategic position and ability to meet its obligations to policyholders.

2.INVESTMENTS

Our investments are primarily composed of fixed income debt securities and common stock equity securities. All of our debt securities are classified as available-for-sale, which are carried at fair value. Our equity portfolio consists of common stocks and exchange traded funds (ETF), which are carried at fair value.

A summary of net investment income for the years ended December 31 are summarized below.

​​​​​​​​​​
(in thousands) · 2024 · 2023 · 2022
Interest on fixed income securities$120,561$103,446$77,164
Dividends on equity securities​​13,276​​12,238​​11,912
Interest on cash, short-term investments and other invested assets​​16,017​​10,940​​2,467
Gross investment income​$149,854​$126,624​$91,543
Less investment expenses​​(7,576)​​(6,241)​​(5,465)
Net investment income$142,278​$120,383​$86,078

Pretax net realized gains (losses) and net changes in unrealized gains (losses) on investments for the years ended December 31 are summarized below.

​​​​​​​​​​
(in thousands)202420232022
Net realized gains (losses):​​​​​​​​​
Fixed income:​​​​​​​​​
Available-for-sale​$(5,276)​$(3,641)​$(2,997)
Equity securities​​30,792​​22,232​​20,287
Investment in unconsolidated investees​​(42)​​14,084​​570,952
Other​​(5,508)​​(157)​​273
Total net realized gains (losses)​$19,966​$32,518​$588,515
​​​​​​​​​​
Net changes in unrealized gains (losses) on investments:​​​​​​​​​
Equity securities​$82,275​$65,655​$(118,912)
Other invested assets​​(541)​​(868)​​(2,125)
Total unrealized gains (losses) on equity securities recognized in net earnings​$81,734​$64,787​$(121,037)
​​​​​​​​​​
Fixed income:​​​​​​​​​
Available-for-sale​$(16,822)​$79,782​$(341,944)
Investment in unconsolidated investees​​7,539​​(290)​​(10,994)
Other​​(109)​​(33)​​(102)
Total unrealized gains (losses) recognized in other comprehensive earnings​$(9,392)​$79,459​$(353,040)
Net realized gains (losses) and changes in unrealized gains (losses) on investments​$92,308​$176,764​$114,438

The change in the portfolio’s unrealized gain (loss) position was due to strong equity market returns during the year, which were partially offset by a decrease in the unrealized value of fixed income securities.

The following is a summary of the disposition of fixed income securities and equities for the years ended December 31, with separate presentations for sales and calls/maturities:

​​​​​​​​​​​​​
SALES · ​ · ​ · ​ · ​ · Gross Realized · ​ · Net Realized
(in thousands) · Proceeds · Gains · Losses · Gain (Loss)
2024​​​​​​​​​​​​
Available-for-sale​$150,884​$630​$(4,386)​$(3,756)
Equities​​64,839​​31,148​​(356)​​30,792
2023​​​​​​​​​​​​
Available-for-sale​$49,960​$451​$(2,174)​$(1,723)
Equities​​51,881​​23,482​​(1,250)​​22,232
2022​​​​​​​​​​​​
Available-for-sale​$51,355​$287​$(2,849)​$(2,562)
Equities​​62,212​​21,623​​(1,336)​​20,287
​​​​​​​​​​​​​
CALLS/MATURITIES · ​ · ​ · ​ · ​ · Gross Realized · ​ · Net Realized
(in thousands) · Proceeds · Gains · Losses · Gain (Loss)
2024​​​​​​​​​​​​
Available-for-sale​$323,533​$134​$(1,400)​$(1,266)
2023​​​​​​​​​​​​
Available-for-sale​$506,910​$39​$(162)​$(123)
2022​​​​​​​​​​​​
Available-for-sale​$1,393,704​$196​$(55)​$141

FAIR VALUE MEASUREMENTS

Assets measured at fair value on a recurring basis as of December 31, 2024 and 2023, are summarized below:

​​​​​​​​​​​​​
​ · ​ · 2024
​ · ​ · Quoted in Active · ​ · Significant Other · ​ · Significant · ​ · ​ · ​
​ · ​ · Markets for · ​ · Observable · ​ · Unobservable · ​ · ​ · ​
​ · ​ · Identical Assets · ​ · Inputs · ​ · Inputs · ​ · ​ · ​
(in thousands)(Level 1)(Level 2)(Level 3)Total
Fixed income securities - available-for-sale​​​​​​​​​​​​
U.S. government​$—​$515,635​$—​$515,635
U.S. agency​​—​​54,338​​—​​54,338
Non-U.S. government & agency​​—​​6,898​​973​​7,871
Agency MBS​​—​​396,223​​—​​396,223
ABS/CMBS/MBS*​​—​​410,248​​—​​410,248
Corporate​​—​​1,256,991​​89,530​​1,346,521
Municipal​​—​​444,960​​—​​444,960
Total fixed income securities - available-for-sale​$—​$3,085,293​$90,503​$3,175,796
Equity securities​​731,569​​—​​4,622​​736,191
Total​$731,569​$3,085,293​$95,125​$3,911,987
​​​​​​​​​​​​​
​ · ​ · 2023
​ · ​ · Quoted in Active · ​ · Significant Other · ​ · Significant · ​ · ​ · ​
​ · ​ · Markets for · ​ · Observable · ​ · Unobservable · ​ · ​ · ​
​ · ​ · Identical Assets · ​ · Inputs · ​ · Inputs · ​ · ​ · ​
(in thousands)(Level 1)(Level 2)(Level 3)Total
Fixed income securities - available-for-sale​​​​​​​​​​​​
U.S. government​$—​$308,031​$—​$308,031
U.S. agency​​—​​59,826​​—​​59,826
Non-U.S. government & agency​​—​​3,882​​—​​3,882
Agency MBS​​—​​425,285​​—​​425,285
ABS/CMBS/MBS*​​—​​281,182​​—​​281,182
Corporate​​—​​1,164,548​​60,471​​1,225,019
Municipal​​—​​552,624​​—​​552,624
Total fixed income securities - available-for-sale​$—​$2,795,378​$60,471​$2,855,849
Equity securities​​588,416​​—​​1,625​​590,041
Total​$588,416​$2,795,378​$62,096​$3,445,890
*Non-agency asset-backed, commercial mortgage-backed and mortgage-backed securities

The following table summarizes changes in the balance of securities whose fair value was measured using significant unobservable inputs (Level 3).

​​​​
(in thousands)Level 3 Securities
Balance as of January 1, 2024​$62,096
Net realized and unrealized gains​​​
Included in other comprehensive earnings​​1,075
Purchases​​34,859
Sales​​(2,905)
Balance as of December 31, 2024​$95,125
Change in unrealized gains during the period for Level 3 assets held at period-end - included in other comprehensive earnings​$1,075

The amortized cost and estimated fair value of fixed income securities at December 31, 2024, by contractual maturity, are shown as follows:

​​​​​​​
(in thousands) · Amortized Cost · Fair Value
Due in one year or less​$256,711​$255,017
Due after one year through five years​​742,187​​723,476
Due after five years through 10 years​​948,340​​914,770
Due after 10 years​​574,403​​476,062
ABS/CMBS/MBS*​​869,518​​806,471
Total available-for-sale​$3,391,159​$3,175,796

*Asset-backed, commercial mortgage-backed and mortgage-backed securities

Expected maturities may differ from contractual maturities due to call provisions on some existing securities.

The amortized cost and fair value of available-for-sale securities at December 31, 2024 and 2023 are presented in the tables below. Amortized cost does not include the $27 million and $23 million of accrued interest receivable as of December 31, 2024 and 2023, respectively.

​​​​​​​​​​​​​​​​
​ · ​ · 2024
​ · ​ · ​ · ​ · ​ · Allowance · Gross · Gross · ​ · ​ · ​
​ · ​ · Amortized · ​ · for Credit · ​ · Unrealized · ​ · Unrealized · ​ · ​ · ​
(in thousands) · Cost · Losses · Gains · Losses · Fair Value
U.S. government​$525,608​$—​$309​$(10,282)​$515,635
U.S. agency​​55,921​​—​​261​​(1,844)​​54,338
Non-U.S. government & agency​​8,959​​—​​—​​(1,088)​​7,871
Agency MBS​​438,545​​—​​927​​(43,249)​​396,223
ABS/CMBS/MBS*​​430,973​​(8)​​2,208​​(22,925)​​410,248
Corporate​​1,397,676​​(189)​​4,737​​(55,703)​​1,346,521
Municipal​​533,477​​—​​1,003​​(89,520)​​444,960
Total fixed income​$3,391,159​$(197)​$9,445​$(224,611)​$3,175,796
*Non-agency asset-backed, commercial mortgage-backed and mortgage-backed securities
​​​​​​​​​​​​​​​​
​ · ​ · 2023
​ · ​ · ​ · ​ · Allowance · Gross · Gross · ​ · ​ · ​
​ · ​ · Amortized · ​ · for Credit · ​ · Unrealized · ​ · Unrealized · ​ · ​ · ​
(in thousands) · Cost · Losses · Gains · Losses · Fair Value
U.S. government​$312,632​$—​$1,257​$(5,858)​$308,031
U.S. agency​​60,763​​—​​652​​(1,589)​​59,826
Non-U.S. government & agency​​4,800​​—​​—​​(918)​​3,882
Agency MBS​​460,551​​—​​2,636​​(37,902)​​425,285
ABS/CMBS/MBS*​​308,458​​(3)​​611​​(27,884)​​281,182
Corporate​​1,273,187​​(303)​​8,766​​(56,631)​​1,225,019
Municipal​​634,000​​—​​2,238​​(83,614)​​552,624
Total fixed income​$3,054,391​$(306)​$16,160​$(214,396)​$2,855,849
*Non-agency asset-backed, commercial mortgage-backed and mortgage-backed securities

ALLOWANCE FOR CREDIT LOSSES AND UNREALIZED LOSSES ON FIXED INCOME SECURITIES

A reversible allowance for credit losses is required to be recognized on available-for-sale fixed income securities. Available-for-sale securities in the fixed income portfolio are subjected to several criteria to determine if those securities should be included in the allowance for expected credit loss evaluation, including:

●Significant or recurring operating losses, poor cash flows and/or deteriorating liquidity ratios,
●Changes in technology that may impair the earnings potential of the investment,
●The discontinuance of a segment of business that may affect future earnings potential,
●Specific concerns related to the issuer’s industry or geographic area of operation,
●Reduction of or non-payment of interest and/or principal and
●Downgrades in credit quality by a major rating agency.

If changes in interest rates and credit spreads do not reasonably explain the unrealized loss for an available-for-sale security, or if any of the criteria above indicate a potential credit loss, the security is subjected to a discounted cash flow analysis. Inputs into the discounted cash flow analysis include prepayment assumptions for structured securities, default rates and recoverability rates based on credit rating. The allowance for any security is limited to the amount that the fair value is below amortized cost. As of December 31, 2024, the discounted cash flow analysis resulted in an allowance for credit losses oneight securities. The following table presents changes in the allowance for expected credit losses on available-for-sale securities:

​​​​​​​
(in thousands) · 2024 · 2023
Beginning balance​$306​$339
Increase to allowance from securities for which credit losses were not previously recorded​​55​​71
Reduction from securities sold during the period​​(89)​​(154)
Reductions from intent to sell securities​​(47)​​—
Net increase (decrease) from securities that had an allowance at the beginning of the period​​(28)​​50
Ending balance​$197​$306

Net realized gains included less than $1 million of losses on fixed income securities for which the cost basis was written down to fair value due to a credit event, restructurings and losses on securities for which we no longer had the intent to hold until recovery. In 2023, $2 million in such losses were recognized. We believe we will recover the amortized cost basis of available-for-sale securities that remain in an unrealized loss position.

As of December 31, 2024, in addition to the securities included in the allowance for credit losses, the fixed income portfolio contained 1,333 securities with an unrealized loss position for which an allowance for credit losses had not been recorded. The $225 million in associated unrealized losses represents 7 percent of the fixed income portfolio’s cost basis and 5 percent of total invested

assets. Isolated to these securities, unrealized losses at the end of 2024 increased compared to the previous year due to interest rates, beyond two years to maturity, rising over the course of the year. Of the total 1,333 securities,1,009 have been in an unrealized loss position for 12 consecutive months or longer. The following table illustrates the total value of fixed income securities that were in an unrealized loss position as of December 31, 2024 and 2023. We believe we will recover the amortized cost basis of available-for-sale securities that remain in an unrealized loss position.

​​​​​​​​​​​​​​​​​​​
​ · ​ · December 31, 2024 · ​ · December 31, 2023
​ · ​ · ​ · ​ · 12 Mos. · ​ · ​ · ​ · ​ · ​ · 12 Mos. · ​ · ​
(in thousands)< 12 Mos.& GreaterTotal< 12 Mos.& GreaterTotal
U.S. government​​​​​​​​​​​​​​​​​​
Fair value​$303,226​$157,418​$460,644​$37,718​$204,556​$242,274
Amortized cost​​309,836​​161,090​​470,926​​37,950​​210,182​​248,132
Unrealized loss​$(6,610)​$(3,672)​$(10,282)​$(232)​$(5,626)​$(5,858)
U.S. agency​​​​​​​​​​​​​​​​​​
Fair value​$24,024​$18,330​$42,354​$8,736​$29,632​$38,368
Amortized cost​​24,910​​19,288​​44,198​​8,790​​31,167​​39,957
Unrealized loss​$(886)​$(958)​$(1,844)​$(54)​$(1,535)​$(1,589)
Non-U.S. government & agency​​​​​​​​​​​​​​​​​​
Fair value​$4,075​$3,796​$7,871​$—​$3,882​$3,882
Amortized cost​​4,158​​4,801​​8,959​​—​​4,800​​4,800
Unrealized loss​$(83)​$(1,005)​$(1,088)​$—​$(918)​$(918)
Agency MBS​​​​​​​​​​​​​​​​​​
Fair value​$108,772​$233,625​$342,397​$61,196​$275,707​$336,903
Amortized cost​​111,674​​273,972​​385,646​​61,714​​313,091​​374,805
Unrealized loss​$(2,902)​$(40,347)​$(43,249)​$(518)​$(37,384)​$(37,902)
ABS/CMBS/MBS*​​​​​​​​​​​​​​​​​​
Fair value​$43,027​$164,433​$207,460​$12,240​$211,436​$223,676
Amortized cost​​43,395​​186,990​​230,385​​12,367​​239,193​​251,560
Unrealized loss​$(368)​$(22,557)​$(22,925)​$(127)​$(27,757)​$(27,884)
Corporate​​​​​​​​​​​​​​​​​​
Fair value​$378,305​$700,574​$1,078,879​$67,402​$822,731​$890,133
Amortized cost​​389,299​​745,283​​1,134,582​​68,345​​878,419​​946,764
Unrealized loss​$(10,994)​$(44,709)​$(55,703)​$(943)​$(55,688)​$(56,631)
Municipal​​​​​​​​​​​​​​​​​​
Fair value​$48,514​$355,475​$403,989​$61,218​$391,361​$452,579
Amortized cost​​49,491​​444,018​​493,509​​61,697​​474,496​​536,193
Unrealized loss​$(977)​$(88,543)​$(89,520)​$(479)​$(83,135)​$(83,614)
Total fixed income​​​​​​​​​​​​​​​​​​
Fair value​$909,943​$1,633,651​$2,543,594​$248,510​$1,939,305​$2,187,815
Amortized cost​​932,763​​1,835,442​​2,768,205​​250,863​​2,151,348​​2,402,211
Unrealized loss​$(22,820)​$(201,791)​$(224,611)​$(2,353)​$(212,043)​$(214,396)
*Non-agency asset-backed, commercial mortgage-backed and mortgage-backed securities

OTHER INVESTED ASSETS

We had $58 million of other invested assets at December 31, 2024, compared to $59 million at the end of 2023. Other invested assets include investments in low-income housing tax credit partnerships (LIHTC) and historic tax credit partnerships (HTC), membership stock in the Federal Home Loan Bank of Chicago (FHLBC) and investments in private funds. Our LIHTC and HTC investments are carried at amortized cost and our investment in FHLBC stock is carried at cost. Due to the nature of the LIHTC, HTC and our membership in the FHLBC, their carrying amounts approximate fair value. The private funds are carried at fair value, using each investments’ net asset value.

Our LIHTC interests had a balance of $7 million at December 31, 2024, compared to $10 million at December 31, 2023. Our LIHTC interests recognized amortization of $3 million as a component of income tax expense in 2024, 2023 and 2022 and was included in the net earnings line item of the statement of cash flows. Additionally, our LIHTC recognized a total tax benefit of $3

million during 2024, 2023 and 2022. Our unfunded commitment for our LIHTC investments was less than $1 million at December 31, 2024 and will be paid out in installments through 2035.

Our HTC investment had a balance of $15 million at December 31, 2024, compared to $13 million at December 31, 2023. Through 2022, the investment was accounted for as an investment in unconsolidated investee. Due to the adoption of ASU 2023-02,Accounting for Investments in Tax Credit Structures Using the Proportional Amortization Method, the investment was reclassified as an other invested asset during 2023. A total tax benefit of $6 million was recognized from our HTC investment during 2024, compared to $6 million during 2023 and $5 million during 2022. Our HTC recognized $4 million of amortization as a component of income tax expense during 2024 and 2023 and was included in the net earnings line item of the statement of cash flows.

Our investments in private funds totaled $24 million at December 31, 2024 and $28 million at December 31, 2023. We had $4 million of associated unfunded commitments at December 31, 2024. Our interest in private funds is generally restricted from being transferred or otherwise redeemed without prior consent by the respective entities and the timed dissolution of the partnerships would trigger redemption.

Restricted Assets

As of December 31, 2024, $53 million of investments were pledged as collateral with the FHLBC to ensure timely access to the secured lending facility that ownership of the FHLBC stock provides. On November 12, 2024, RLI Insurance Company borrowed $50 million from the FHLBC, which was outstanding as of December 31, 2024.

As of December 31, 2024, fixed income securities with a carrying value of $93 million were on deposit with regulatory authorities as required by law.

3.DEBT

As of December 31, 2024, outstanding debt balances totaled $100 million.

On September 15, 2023, we accessed $50 million from our revolving line of credit with PNC Bank, N.A. (PNC). The borrowing may be repaid at any time and carries an adjustable interest rate of 5.98 percent as of the end of 2024. The credit facility with PNC was entered into during the first quarter of 2023 and replaced the previous $60 million facility with Bank of Montreal, Chicago Branch, which expired on March 27, 2023. The line of credit permits us to borrow up to an aggregate principal amount of $100 million, but may be increased up to an aggregate principal amount of $130 million under certain conditions. The facility has athree-year term that expires on May 29, 2026.

On November 12, 2024, we repaid $50 million that was borrowed from the Federal Home Loan Bank of Chicago (FHLBC) in 2023 and paid interest monthly at an annualized rate of 5.44 percent. Additionally, on November 12, 2024 we borrowed $50 million from the FHLBC. The borrowing matures on November 12, 2025 and monthly interest is paid at an annualized rate of 4.44 percent.

Due to the lack of marketability and short tenor of our borrowings, the fair value of our debt approximates the carrying value. We paid $6 million of interest on our debt in 2024, compared to $9 million in 2023 and $8 million in 2022. The average rate on debt was 6.05 percent in 2024,4.07 percent in 2023 and 3.89 percent in 2022. The weighted average interest rate on debt outstanding was 5.21 percent as of December 31, 2024.

4.REINSURANCE

In the ordinary course of business, our insurance subsidiaries assume and cede premiums and selected insured risks with other insurance companies, known as reinsurance. There are several types of treaties including quota share, excess of loss and catastrophe reinsurance contracts that protect against losses over stipulated amounts arising from any one occurrence or event. The arrangements allow the Company to pursue greater diversification of business and serve to limit the maximum net loss to a single event, such as a catastrophe. Through the quantification of exposed policy limits in each region and the extensive use of computer-assisted modeling techniques, we monitor the concentration of risks exposed to catastrophic events.

Through the purchase of reinsurance, we also limit our net loss on any individual risk to a maximum of $12 million, although retentions can vary.

Premiums written and earned along with losses and settlement expenses incurred for the years ended December 31 are summarized as follows:

​​​​​​​​​​
(in thousands)202420232022
WRITTEN​​​​​​​​​
Direct$1,986,046$1,783,862$1,531,656
Reinsurance assumed​27,002​22,798​33,830
Reinsurance ceded​(407,527)​(378,913)​(323,950)
Net​$1,605,521​$1,427,747​$1,241,536
​​​​​​​​​​
EARNED​​​​​​​​​
Direct​$1,895,065​$1,671,044​$1,425,165
Reinsurance assumed​​26,170​​28,375​​35,680
Reinsurance ceded​​(394,829)​​(405,113)​​(316,409)
Net​$1,526,406​$1,294,306​$1,144,436
​​​​​​​​​​
LOSSES AND SETTLEMENT EXPENSES INCURRED​​​​​​​​​
Direct​$954,952​$840,255​$776,448
Reinsurance assumed​​7,945​​10,228​​22,813
Reinsurance ceded​​(223,644)​​(246,070)​​(284,885)
Net​$739,253​$604,413​$514,376

More than 93 percent of our reinsurance balances recoverable are due from companies with financial strength ratings of A or better by AM Best and S&P rating services. The following table displays net reinsurance balances recoverable, after consideration of collateral, from our top reinsurers as of December 31, 2024. These reinsurers all have financial strength ratings of A or better by AM Best and S&P’s ratings services. Also shown are the amounts of written premium ceded to these reinsurers during the calendar year 2024.

​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · ​ · Net Reinsurer · ​ · Ceded · ​
​​AM Best​S&P​Exposure as of​Percent of​Premiums​Percent of​
(dollars in thousands) · Rating · Rating · 12/31/2024 · Total · Written · Total · ​
Munich Re / HSBA+, SuperiorAA, Very Strong​$110,30213.2%$31,2587.7%
Renaissance Re​A+, SuperiorA+, Strong​​82,3859.9%​31,4677.7%
Nationwide MutualA, ExcellentA+, Strong​​62,2787.5%​24,0285.9%
Partner Re​A+, Superior​A+, Strong​​60,818​7.3%​37,581​9.2%
Safety NationalA++, SuperiorA+, Strong​​36,4754.4%​6,3031.6%
Everest Re​A+, Superior​A+, Strong​​36,2524.3%​29,4547.2%
Odyssey America Re​A+, Superior​A+, Strong​​33,7304.0%​8,9162.2%
Berkley Insurance Co.A+, SuperiorA+, Strong​​32,754​3.9%​7,626​1.9%
General Re​A++, Superior​AA+, Very Strong​​32,1203.8%​14,8093.6%
Aspen UK Ltd.A, ExcellentA-, Strong​​31,2403.7%​9,1162.2%
Toa Re​A, Excellent​A, Strong​​30,800​3.7%​13,882​3.4%
All other reinsurers*​​​​​​287,13934.3%​193,08747.4%
Total ceded exposure​​​​​$836,293100.0%$407,527100.0%
*All other reinsurance balances recoverable, when considered by individual reinsurer, are less than 2 percent of shareholders’ equity.

The allowances for uncollectible amounts on paid and unpaid recoverables were $17 million and $10 million, respectively, at December 31, 2024 and $16 million and $11 million, respectively, at December 31, 2023. Changes in the allowances during 2024 were due to changes in the amount of reinsurance balances outstanding, the composition of reinsurers from whom the balances were recoverable and their associated S&P default ratings. Less than $1 million of write-offs were applied to the allowances in 2024 and less than $1 million was recovered.

5.HISTORICAL LOSS AND LAE DEVELOPMENT

The following table is a reconciliation of our unpaid losses and settlement expenses (LAE) for the years 2024, 2023 and 2022:

​​​​​​​​​​
(in thousands)202420232022
Unpaid losses and LAE at beginning of year:​​​​​​​​​
Gross​$2,446,025​$2,315,637​$2,043,555
Ceded​​(757,349)​​(740,089)​​(608,086)
Net​$1,688,676​$1,575,548​$1,435,469
​​​​​​​​​​
Increase (decrease) in incurred losses and LAE:​​​​​​​​​
Current accident year​$834,562​$712,960​$636,955
Prior accident years​​(95,309)​​(108,547)​​(122,579)
Total incurred​$739,253​$604,413​$514,376
​​​​​​​​​​
Loss and LAE payments for claims incurred:​​​​​​​​​
Current accident year​$(121,314)​$(165,364)​$(97,525)
Prior accident year​​(368,570)​​(325,921)​​(276,772)
Total paid​$(489,884)​$(491,285)​$(374,297)
​​​​​​​​​​
Net unpaid losses and LAE at end of year​$1,938,045​$1,688,676​$1,575,548
​​​​​​​​​​
Unpaid losses and LAE at end of year:​​​​​​​​​
Gross​$2,693,470​$2,446,025​$2,315,637
Ceded​​(755,425)​​(757,349)​​(740,089)
Net​$1,938,045​$1,688,676​$1,575,548

Loss development occurs when our current estimate of ultimate losses, established through our reserve analysis processes, differs from the initial reserve estimate. The recognition of the changes in initial reserve estimates occurred over time as claims were reported, initial case reserves were established, initial reserves were reviewed in light of additional information and ultimate payments were made on the collective set of claims incurred as of that evaluation date. The new information on the ultimate settlement value of claims is continually updated until all claims in a defined set are settled. As a specialty insurer with a diversified product portfolio, our experience will ordinarily exhibit fluctuations from period to period. While we attempt to identify and react to changes in the loss environment, we also must consider the volume of claim experience directly available to the Company and interpret any particular period’s indications with a realistic technical understanding of the reliability of those observations.

The following is information about incurred and paid loss development as of December 31, 2024, net of reinsurance, as well as cumulative claim frequency, the total of IBNR liabilities included within the net incurred loss amounts and average historical claims duration as of December 31, 2024. The loss information has been disaggregated so that only losses that are expected to develop in a similar manner are grouped together. This has resulted in the presentation of loss information for our property and surety segments at the segment level, while information for our casualty segment has been separated in four groupings: primary occurrence, excess occurrence, claims made and transportation. Primary occurrence includes select lines within the professional services product along with general liability, small commercial and other casualty products. Excess occurrence encompasses commercial excess and personal umbrella, while claims made includes select lines within the professional services product, executive products and other casualty. Reported claim counts represent claim events on a specified policy rather than individual claimants and includes claims that did not or are not expected to result in an incurred loss. The information about incurred and paid claims development for the years ended December 31, 2015 to 2023 is presented as unaudited required supplementary information.

​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Casualty - Primary Occurrence · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · ​ · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$94,835​$84,975​$83,579​$78,675​$76,398​$75,470​$75,438​$77,110​$75,958​$75,821​$2,433​4,425
2016​​​​​101,950​​96,753​​90,611​​85,449​​83,374​​79,440​​77,729​​78,358​​77,669​​4,246​4,356
2017​​​​​​​​119,741​​111,391​​102,583​​95,513​​90,759​​90,344​​90,744​​91,238​​5,299​4,572
2018​​​​​​​​​​​141,513​​130,281​​125,731​​115,076​​114,414​​115,793​​118,084​​10,810​4,923
2019​​​​​​​​​​​​​​146,011​​135,209​​120,570​​109,051​​111,156​​112,638​​16,585​5,369
2020​​​​​​​​​​​​​​​​​145,171​​137,439​​122,785​​117,962​​114,336​​27,988​4,749
2021​​​​​​​​​​​​​​​​​​​​142,797​​128,483​​125,672​​123,363​​39,997​4,683
2022​​​​​​​​​​​​​​​​​​​​​​​155,203​​144,861​​143,518​​65,353​4,751
2023​​​​​​​​​​​​​​​​​​​​​​​​​​152,443​​147,366​​89,241​4,483
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​160,008​​123,161​3,561
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$1,164,041​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$10,157​$19,902​$33,020​$45,056​$54,270​$58,866​$62,997​$68,650​$69,635​$72,138​​​​​
2016​​​​​10,142​​24,186​​35,764​​48,042​​56,152​​60,349​​65,517​​69,968​​71,519​​​​​
2017​​​​​​​​13,154​​25,933​​38,783​​52,823​​62,236​​71,419​​76,283​​79,374​​​​​
2018​​​​​​​​​​​15,066​​32,365​​48,424​​63,980​​78,103​​93,504​​101,748​​​​​
2019​​​​​​​​​​​​​​15,698​​30,673​​41,911​​57,750​​74,380​​87,092​​​​​
2020​​​​​​​​​​​​​​​​​17,096​​30,596​​45,267​​60,764​​76,345​​​​​
2021​​​​​​​​​​​​​​​​​​​​14,428​​29,633​​43,951​​65,454​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​17,714​​38,712​​56,998​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​17,707​​35,634​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​16,950​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$663,252​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​10,970​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$511,759​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​12.9%​​13.8%​​13.4%​​15.0%​​12.2%​​9.2%​​6.1%​​5.5%​​1.6%​​3.3%​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Casualty - Excess Occurrence · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · ​ · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$53,672​$50,857​$47,392​$42,840​$43,328​$42,446​$41,690​$41,471​$40,580​$41,268​$1,684​709
2016​​​​​56,341​​49,385​​37,676​​33,125​​30,251​​29,671​​29,940​​27,733​​27,015​​1,939​659
2017​​​​​​​​62,863​​55,868​​48,363​​44,737​​43,249​​41,620​​39,600​​37,828​​4,173​661
2018​​​​​​​​​​​69,362​​62,646​​54,626​​51,023​​49,861​​47,949​​45,580​​12,439​635
2019​​​​​​​​​​​​​​88,078​​89,691​​79,083​​80,147​​77,185​​70,850​​21,981​711
2020​​​​​​​​​​​​​​​​​107,579​​98,409​​90,274​​81,284​​75,351​​38,495​667
2021​​​​​​​​​​​​​​​​​​​​136,433​​136,354​​125,028​​120,830​​51,922​904
2022​​​​​​​​​​​​​​​​​​​​​​​153,895​​156,822​​157,626​​77,373​1,057
2023​​​​​​​​​​​​​​​​​​​​​​​​​​178,887​​176,607​​98,709​1,067
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​225,747​​136,830​582
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$978,702​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$2,048​$10,127​$19,571​$23,184​$28,756​$31,352​$32,752​$35,958​$36,559​$39,194​​​​​
2016​​​​​1,068​​3,396​​7,441​​10,054​​12,703​​14,400​​17,807​​20,603​​21,176​​​​​
2017​​​​​​​​17​​5,679​​9,275​​15,441​​18,470​​22,835​​25,328​​27,840​​​​​
2018​​​​​​​​​​​2,506​​5,823​​10,801​​17,294​​22,016​​23,958​​28,272​​​​​
2019​​​​​​​​​​​​​​4,213​​19,044​​25,389​​33,375​​38,291​​41,794​​​​​
2020​​​​​​​​​​​​​​​​​2,901​​13,856​​20,988​​24,657​​31,299​​​​​
2021​​​​​​​​​​​​​​​​​​​​5,317​​23,841​​38,977​​59,901​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​7,479​​28,764​​57,202​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​7,091​​31,867​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​6,048​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$344,593​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​22,873​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$656,982​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​4.0%​​14.3%​​13.4%​​11.8%​​9.6%​​6.7%​​8.0%​​8.3%​​1.8%​​6.4%​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Casualty - Claims Made · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · ​ · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$55,006​$47,831​$42,206​$39,906​$39,653​$39,619​$38,609​$37,578​$37,332​$37,674​$617​1,338
2016​​​​​59,992​​67,760​​69,493​​67,728​​64,730​​65,078​​61,876​​61,881​​60,639​​1,407​1,507
2017​​​​​​​​60,572​​62,450​​62,714​​57,450​​59,907​​61,546​​60,340​​60,057​​2,321​1,648
2018​​​​​​​​​​​66,128​​62,416​​56,468​​48,457​​47,692​​43,912​​45,331​​3,971​1,400
2019​​​​​​​​​​​​​​62,918​​61,712​​52,224​​46,500​​43,969​​42,236​​7,144​1,516
2020​​​​​​​​​​​​​​​​​60,278​​56,785​​46,853​​40,878​​41,658​​11,640​1,297
2021​​​​​​​​​​​​​​​​​​​​51,219​​45,854​​38,946​​35,485​​13,192​1,229
2022​​​​​​​​​​​​​​​​​​​​​​​58,289​​55,316​​46,276​​21,839​1,156
2023​​​​​​​​​​​​​​​​​​​​​​​​​​54,679​​47,848​​29,547​1,195
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​58,153​​38,622​1,149
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$475,357​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$2,215​$10,738​$16,774​$20,920​$28,795​$32,241​$33,529​$34,671​$35,408$​35,779​​​​​
2016​​​​​2,060​​14,558​​27,465​​39,370​​47,999​​52,846​​53,737​​56,342​​57,976​​​​​
2017​​​​​​​​2,455​​11,350​​22,728​​36,522​​42,918​​47,087​​50,623​​55,321​​​​​
2018​​​​​​​​​​​1,964​​11,965​​18,840​​24,918​​27,351​​31,002​​38,188​​​​​
2019​​​​​​​​​​​​​​1,839​​8,123​​14,117​​19,930​​27,133​​32,622​​​​​
2020​​​​​​​​​​​​​​​​​1,488​​5,687​​10,412​​16,537​​26,511​​​​​
2021​​​​​​​​​​​​​​​​​​​​999​​5,615​​8,661​​11,856​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​2,088​​8,836​​14,672​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​1,421​​5,336​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​1,524​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$279,785​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​4,407​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$199,979​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​3.9%​​15.6%​​14.8%​​14.9%​​15.4%​​9.0%​​6.7%​​5.0%​​2.3%​​1.0%​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Casualty - Transportation · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · ​ · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$38,561​$46,258​$47,021​$46,395​$45,162​$45,525​$45,807​$46,685​$47,466​$47,998​$429​3,188
2016​​​​​50,430​​53,519​​54,105​​52,277​​52,818​​53,915​​55,718​​56,515​​56,736​​724​3,945
2017​​​​​​​​55,640​​53,641​​45,017​​43,764​​45,351​​46,742​​47,619​​47,228​​786​3,640
2018​​​​​​​​​​​57,597​​54,592​​38,719​​36,468​​35,442​​35,776​​36,212​​887​3,405
2019​​​​​​​​​​​​​​58,297​​56,129​​43,976​​41,925​​44,236​​47,296​​2,035​3,319
2020​​​​​​​​​​​​​​​​​43,573​​35,524​​27,665​​28,856​​29,532​​3,209​1,648
2021​​​​​​​​​​​​​​​​​​​​51,322​​51,581​​47,913​​54,599​​6,396​2,324
2022​​​​​​​​​​​​​​​​​​​​​​​60,862​​53,680​​55,851​​11,881​2,725
2023​​​​​​​​​​​​​​​​​​​​​​​​​​66,863​​60,930​​14,259​2,634
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​86,321​​23,003​2,678
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$522,703​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$6,984​$20,709​$29,554​$37,222​$39,339​$41,345​$42,626​$45,002​$46,159​$47,452​​​​​
2016​​​​​8,923​​18,354​​30,354​​38,001​​43,564​​47,488​​52,555​​54,245​​55,250​​​​​
2017​​​​​​​​7,979​​17,070​​24,090​​30,260​​36,141​​41,064​​43,891​​45,061​​​​​
2018​​​​​​​​​​​6,980​​12,827​​19,216​​24,503​​28,844​​30,916​​33,296​​​​​
2019​​​​​​​​​​​​​​7,148​​15,852​​21,120​​26,422​​35,546​​42,409​​​​​
2020​​​​​​​​​​​​​​​​​3,986​​7,876​​12,035​​20,749​​23,077​​​​​
2021​​​​​​​​​​​​​​​​​​​​5,341​​15,345​​25,886​​37,702​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​6,442​​18,296​​27,146​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​7,407​​18,350​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​9,431​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$339,174​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​1,494​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$185,023​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​13.9%​​18.9%​​16.6%​​17.1%​​11.0%​​8.4%​​6.0%​​3.5%​​2.1%​​2.7%​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Property · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · ​ · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$59,863​$56,103​$53,958​$52,720​$53,111​$52,781​$52,878​$53,359​$54,065​$54,122​$6​4,077
2016​​​​​62,900​​55,594​​55,384​​55,930​​55,424​​55,383​​55,536​​55,385​​55,316​​14​3,379
2017​​​​​​​​90,803​​83,273​​84,961​​82,671​​82,319​​81,912​​81,677​​81,194​​39​2,893
2018​​​​​​​​​​​89,091​​83,457​​79,961​​80,470​​79,093​​79,234​​78,482​​184​2,339
2019​​​​​​​​​​​​​​71,232​​65,189​​61,116​​59,901​​61,185​​60,549​​293​2,458
2020​​​​​​​​​​​​​​​​​118,247​​110,466​​108,546​​108,363​​110,562​​7,466​2,865
2021​​​​​​​​​​​​​​​​​​​​135,447​​116,424​​115,587​​114,178​​4,587​3,116
2022​​​​​​​​​​​​​​​​​​​​​​​138,756​​119,877​​115,228​​11,876​2,972
2023​​​​​​​​​​​​​​​​​​​​​​​​​​184,252​​159,846​​20,501​3,250
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​221,358​​90,728​2,750
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$1,050,835​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$32,184​$49,348​$50,197​$51,290​$52,078​$52,342​$52,400​$53,208​$53,369​$54,116​​​​​
2016​​​​​33,134​​46,921​​51,371​​53,006​​54,328​​54,747​​55,215​​55,247​​55,263​​​​​
2017​​​​​​​​41,314​​66,818​​74,415​​78,360​​80,581​​80,958​​80,965​​81,132​​​​​
2018​​​​​​​​​​​37,048​​68,264​​72,357​​75,253​​76,378​​77,696​​78,198​​​​​
2019​​​​​​​​​​​​​​30,703​​51,740​​55,092​​57,038​​59,015​​59,808​​​​​
2020​​​​​​​​​​​​​​​​​43,192​​79,660​​88,401​​96,350​​99,809​​​​​
2021​​​​​​​​​​​​​​​​​​​​57,272​​89,174​​99,671​​103,826​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​44,667​​84,235​​95,542​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​111,137​​130,919​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​64,846​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$823,459​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​854​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$228,230​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​49.5%​​30.0%​​7.1%​​3.9%​​2.4%​​0.9%​​0.4%​​0.6%​​0.2%​​1.4%​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
Surety · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands, except number of claims) · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
​ · ​ · Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance · As of December 31, 2024
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · Cumulative
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Number of
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Reported
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · Total IBNR · Claims
2015​$16,958​$12,957​$11,113​$10,456​$9,792​$9,521​$9,275​$8,580​$8,586​$8,275​$9​1,260
2016​​​​​18,928​​11,062​​9,351​​8,895​​8,391​​7,948​​8,134​​7,963​​8,206​​17​1,401
2017​​​​​​​​16,127​​8,641​​8,798​​8,116​​8,034​​7,769​​7,644​​7,696​​40​1,931
2018​​​​​​​​​​​16,765​​7,227​​4,564​​3,947​​3,996​​3,760​​3,894​​53​1,362
2019​​​​​​​​​​​​​​14,785​​7,205​​5,053​​4,062​​3,453​​2,866​​156​1,213
2020​​​​​​​​​​​​​​​​​19,241​​14,840​​12,378​​11,516​​9,935​​1,255​987
2021​​​​​​​​​​​​​​​​​​​​18,540​​11,724​​12,127​​16,521​​9,208​962
2022​​​​​​​​​​​​​​​​​​​​​​​20,185​​11,490​​10,686​​2,565​1,080
2023​​​​​​​​​​​​​​​​​​​​​​​​​​21,242​​9,024​​6,886​869
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​23,284​​22,503​572
​​​​​​​​​​​​​​​​​​​​​​​​​​​Total​$100,387​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance · ​ · ​ · ​ · ​ · ​
​ · ​ · For the Years Ended December 31, · ​ · ​ · ​ · ​ · ​
AY · 2015* · 2016* · 2017* · 2018* · 2019* · 2020* · 2021* · 2022* · 2023* · 2024 · ​ · ​ · ​ · ​ · ​
2015​$3,192​$6,719​$7,695​$9,436​$9,183​$9,186​$9,168​$8,462​$8,575​$8,299​​​​​
2016​​​​​3,087​​5,817​​6,299​​7,640​​8,086​​7,673​​7,946​​7,795​​7,918​​​​​
2017​​​​​​​​979​​2,862​​7,062​​7,221​​7,362​​7,372​​7,342​​7,500​​​​​
2018​​​​​​​​​​​1,835​​2,588​​2,368​​2,536​​3,020​​2,079​​3,220​​​​​
2019​​​​​​​​​​​​​​336​​2,433​​2,765​​3,039​​3,093​​3,236​​​​​
2020​​​​​​​​​​​​​​​​​835​​2,719​​3,828​​3,907​​7,896​​​​​
2021​​​​​​​​​​​​​​​​​​​​1,197​​3,229​​3,075​​4,264​​​​​
2022​​​​​​​​​​​​​​​​​​​​​​​(241)​​4,161​​5,737​​​​​
2023​​​​​​​​​​​​​​​​​​​​​​​​​​841​​1,883​​​​​
2024​​​​​​​​​​​​​​​​​​​​​​​​​​​​​412​​​​​
​​​* Presented as unaudited required supplementary information.​​​​​​​​​​​Total​$50,365​​​​​
​​​​​​​​​​​​​​​All outstanding liabilities before 2015, net of reinsurance​​(83)​​​​​
​​​​​​​​​​​​Liabilities for losses and loss adjustment expenses, net of reinsurance​$49,939​​​​​
​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​ · ​ · Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* · ​ · ​ · ​ · ​ · ​
Years12345678910​​​​​
​​​17.2%​​30.8%​​12.9%​​8.8%​​9.8%​​(4.8)%​​8.0%​​(2.8)%​​1.4%​​(3.3)%​​​​​

The following is a reconciliation of the net incurred and paid loss development tables to the liability for unpaid losses and settlement expenses in the consolidated balance sheet:

​​​​​​​
(in thousands)December 31, 2024December 31, 2023
Net outstanding liabilities:​​​​​​
Casualty - Primary Occurrence​$511,759​$482,569
Casualty - Excess Occurrence​​656,982​​556,978
Casualty - Claims Made​​199,979​​207,564
Casualty - Transportation​​185,023​​148,226
Property​​228,230​​142,876
Surety​​49,939​​46,813
Unallocated loss adjustment expenses​​73,613​​66,111
Allowance for uncollectible reinsurance balances recoverable on unpaid losses and settlement expenses​​9,580​​10,608
Other​​22,940​​26,931
Liabilities for unpaid loss and settlement expenses, net of reinsurance​$1,938,045​$1,688,676
​​​​​​​
Reinsurance balances recoverable on unpaid claims:​​​​​​
Casualty - Primary Occurrence​$47,773​$53,177
Casualty - Excess Occurrence​​164,721​​149,502
Casualty - Claims Made​​283,560​​292,803
Casualty - Transportation​​76,089​​68,126
Property​​102,120​​152,714
Surety​​90,610​​51,526
Allowance for uncollectible reinsurance balances recoverable on unpaid losses and settlement expenses​​(9,580)​​(10,608)
Other​​132​​109
Total reinsurance balances recoverable on unpaid losses and settlement expenses​$755,425​$757,349
​​​​​​​
Total gross liability for unpaid loss and settlement expenses​$2,693,470​$2,446,025

DETERMINATION OF IBNR

Initial carried IBNR reserves are determined through a reserve estimation process. For most casualty and surety products, this process involves the use of an initial loss and allocated loss adjustment expense (ALAE) ratio that is applied to the earned premium for a given period. Payments and case reserves are subtracted from this initial estimate of ultimate loss and ALAE to determine a carried IBNR reserve. For most property products, the IBNR reserves are determined by IBNR percentages applied to premium earned. The percentages are determined based on historical reporting patterns and are updated periodically. No deductions for paid or case reserves are made. Shortly after natural or man-made catastrophes, we review insured locations exposed to the event and estimate losses based on our exposures. We also consider our knowledge of frequency and severity from early claim reports to determine an appropriate reserve for the catastrophe. Adjustments to the initial loss ratio by product and segment are made where necessary and reflect updated assumptions regarding loss experience, loss trends, price changes and prevailing risk factors.

Actuaries perform a ground-up reserve study of the expected value of the unpaid loss and LAE derived using multiple standard actuarial methodologies on a quarterly basis. Each method produces an estimate of ultimate loss by accident year. We review all of these various estimates and assign weights to each based on the characteristics of the product being reviewed. These estimates are then compared to the carried loss reserves to determine the appropriateness of the current reserve balance. In addition, an emergence analysis is completed quarterly to determine if further adjustments are necessary.

Upon completion of our loss and LAE estimation analysis, a review of the resulting variance between the indicated reserves and the carried reserves takes place. Our actuaries make a recommendation to management in regards to booked reserves that reflect their analytical assessment and view of estimation risk. After discussion of these analyses and all relevant risk factors, the Loss Reserve Committee, a panel of management including the lead reserving actuary, chief executive officer, chief operating officer, chief financial officer and other executives, confirms the appropriateness of the reserve balances.

DEVELOPMENT OF IBNR RESERVES

The following table summarizes our prior accident years’ loss reserve development by segment for 2024, 2023 and 2022:

​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands) · 2024 · 2023 · 2022
Casualty​$(52,878)​$(78,498)​$(87,225)
Property​(33,143)​(21,196)​(24,927)
Surety​(9,288)​(8,853)​(10,427)
Total​$(95,309)​$(108,547)​$(122,579)

A discussion of significant components of reserve development for the three most recent calendar years follows:

**2024.**We experienced favorable emergence relative to prior years’ loss reserve estimates in all of our segments during 2024. Development from the casualty segment totaled $53 million. The majority of our favorable development was experienced across accident years 2019 through 2023. We continued to experience emergence that was generally better than previously estimated. We attribute the favorable emergence to loss trends in select lines outperforming our long-term expectations, our underwriters’ ability to select risk and an increasing rate environment. Within the primary occurrence grouping, the general liability product contributed $13 million to our favorable development, while small commercial developed adversely by $9 million. Within the excess occurrence grouping, commercial excess was favorable by $18 million and personal umbrella developed favorably by $3 million. Within the claims made grouping, professional services coverages developed favorably by $10 million and executive products developed favorably by $11 million. Transportation had $8 million of adverse development.

Our marine product was the predominant driver of the favorable development in the property segment, accounting for $18 million of the $33 million total favorable development for the segment. Accident years 2021 through 2023 made the largest contribution. Commercial property was favorable by $10 million.

The surety segment experienced $9 million of favorable development. The majority of the favorable development came from the 2020, 2022 and 2023 accident years. Commercial and contract surety were the main contributors with favorable development of $5 million and $5 million, respectively.

**2023.**We experienced favorable emergence relative to prior years’ reserve estimates in all of our segments during 2023. The casualty segment contributed $78 million in favorable development. Accident years 2015 through 2022 contributed significantly to the favorable development. This was predominantly driven by favorable frequency and severity trends that were better than our long-term expectations. In addition, we believe this was the result of our underwriters’ ability to select risk, as well as the favorable rate environment within many of our casualty sublines. Nearly all of our casualty products contributed to the favorable development. Within the primary occurrence grouping, the general liability product contributed $13 million to our favorable development. Within the excess occurrence grouping, commercial excess developed favorably by $15 million and our personal umbrella product developed favorably by $11 million. Within the claims made grouping, professional services coverages developed favorably by $10 million and executive products developed favorably by $12 million. Transportation contributed $4 million for the year.

Marine contributed $4 million of the $21 million total favorable property development, primarily in accident years 2020 through 2022. Commercial property was favorable by $11 million.

The surety segment experienced favorable development of $9 million. The majority of the favorable development was from accident year 2022. Commercial and contract surety products were the main contributors, with favorable development of $6 million and $3 million, respectively.

**2022.**We experienced favorable emergence relative to prior years’ reserve estimates in all of our segments during 2022. The casualty segment contributed $87 million in favorable development. Accident years 2016 and 2018 through 2021 contributed the majority of the favorable development, with earlier years developing favorably in aggregate to a lesser extent. Risk selection by our underwriters continued to provide better results than estimated in our reserving process. Within the primary occurrence grouping, the general liability product contributed $28 million to our favorable development. Small commercial products were favorable by $5 million. Within the excess occurrence grouping, commercial excess was favorable by $6 million and our personal umbrella product developed favorably by $4 million. Within the claims made grouping, professional services coverages developed favorably by $19 million and executive products developed favorably by $4 million. Transportation experienced favorable development of $6 million.

Marine contributed $17 million of the $25 million total favorable property development. Accident years 2019 through 2021 contributed to the marine products’ favorable development. Hawaii homeowners contributed $2 million of favorable development.

The surety segment experienced favorable development of $10 million. The majority of the favorable development was from accident years 2019 through 2021. Contract surety had favorable development of $5 million and commercial surety had favorable development of $4 million.

ENVIRONMENTAL, ASBESTOS AND MASS TORT EXPOSURES

We are subject to environmental site cleanup, asbestos removal and mass tort claims and exposures through our commercial excess, general liability and discontinued assumed casualty reinsurance lines of business. The majority of the exposure is in the excess layers of our commercial excess and assumed reinsurance books of business.

The following table represents paid and unpaid environmental, asbestos and mass tort claims data (including incurred but not reported losses) as of December 31, 2024, 2023 and 2022:

​​​​​​​​​​
(in thousands)202420232022
Loss and LAE Payments (Cumulative):​​​​​​​​​
Gross​$149,130​$144,882​$142,377
Ceded​(70,773)​(70,130)​(69,696)
Net​$78,357​$74,752​$72,681
​​​​​​​​​​
Unpaid Losses and LAE at End of Year:​​​​​​​​​
Gross​$22,658​$25,180​$26,871
Ceded​(5,899)​(5,490)​(5,786)
Net​$16,759​$19,690​$21,085

Our environmental, asbestos and mass tort exposure is limited, relative to other insurers, as a result of entering the affected liability lines after the insurance industry had already recognized environmental and asbestos exposure as a problem and adopted appropriate coverage exclusions. The majority of our reserves are associated with products that went into runoff at least three decades ago.

While our environmental exposure is limited, the ultimate liability for this exposure is difficult to assess because of the extensive and complicated litigation involved in the settlement of claims and evolving legislation on issues such as joint and several liability, retroactive liability and standards of cleanup. Additionally, we participate primarily in the excess layers of coverage, where accurate estimates of ultimate loss are more difficult to derive than for primary coverage.

6.INCOME TAXES

The tax effects of temporary differences that give rise to significant portions of the deferred tax assets and deferred tax liabilities are summarized below.

​​​​​​​
(in thousands)20242023
Deferred tax assets:​​​​​​
Tax discounting of unpaid losses and settlement expenses​$29,524​$25,491
Unearned premium offset​36,086​32,763
Deferred compensation​4,630​4,170
Share-based compensation expense​3,685​3,556
Capitalized research and development costs​​6,350​​4,970
Lease liability​3,288​3,113
Other​3,864​2,949
Deferred tax assets before allowance​$87,427​$77,012
Less valuation allowance​—​—
Total deferred tax assets​$87,427​$77,012
​​​​​​​
Deferred tax liabilities:​​​​​​
Net unrealized appreciation of securities​$25,898​$10,981
Deferred policy acquisition costs​34,905​30,779
Lease asset​​2,943​​2,870
Discounting of unpaid losses and settlement expenses - Tax Cuts and Jobs Act (TCJA) implementation offset​​636​​1,272
Fixed assets​2,908​2,745
Intangible assets​1,561​1,552
Undistributed earnings of unconsolidated investees​10,265​10,351
Other​518​590
Total deferred tax liabilities​$79,634​$61,140
Net deferred tax asset​$7,793​$15,872

Income tax expense (benefit) attributable to income from operations for the years ended December 31, 2024, 2023 and 2022, differed from the amounts computed by applying the U.S. federal tax rate of 21 percent to pretax income from continuing operations as demonstrated in the following table:

​​​​​​​​​​​​​​​​​​​
(in thousands) · 2024 · ​ · 2023 · ​ · 2022 · ​
Provision for income taxes at the statutory federal tax rates​$89,786​21.0%​$79,226​21.0%​$151,342​21.0%
Increase (reduction) in taxes resulting from:​​​​​​​​​​​​​​​​​​
Excess tax benefit on share-based compensation​​(5,580)​(1.3)%​​(3,774)​(1.0)%​​(4,491)​(0.6)%
Tax-exempt interest income​​(905)​(0.2)%​​(1,092)​(0.3)%​​(1,143)​(0.2)%
Dividends received deduction​​(1,326)​(0.3)%​​(938)​(0.2)%​​(912)​(0.1)%
Tax credit​​(3,539)​(0.8)%​​(3,644)​(1.0)%​​(6,204)​(0.9)%
ESOP dividends paid deduction​​(2,545)​(0.6)%​​(1,591)​(0.4)%​​(4,171)​(0.6)%
Nondeductible expenses​​3,726​0.9%​​3,351​0.9%​​1,263​0.2%
Other items, net​​2,155​0.4%​​1,116​0.3%​​1,583​0.2%
Total​$81,772​19.1%​$72,654​19.3%​$137,267​19.0%

Effective rates are dependent upon components of pretax earnings and the related tax effects. The effective rate was slightly lower in 2024 due to higher levels of tax-favored adjustments.

Our net earnings include equity in earnings of unconsolidated investees. The investees do not have a policy or pattern of paying dividends. As a result, we record a deferred tax liability on the earnings at the corporate capital gains rate of 21 percent in anticipation of recovering our investments through means other than through the receipt of dividends, such as a sale. We received a $3 million dividend from Prime in 2024 and recognized less than $1 million of tax benefit from applying the lower tax rate applicable to affiliated dividends paid to insurance companies (10.8 percent), as compared to the corporate capital gains rate on which the deferred tax liabilities were based. No dividends were declared from Prime in 2023 or 2022, therefore havingno impact to their respective effective tax rates.

Dividends paid to our Employee Stock Ownership Plan (ESOP) also result in a tax deduction. Dividends paid to the ESOP in 2024, 2023 and 2022 resulted in tax benefits of $3 million, $2 million and $4 million, respectively. These tax benefits reduced the effective tax rate for 2024, 2023 and 2022 by 0.6 percent,0.4 percent and 0.6 percent, respectively.

We have recorded our deferred tax assets and liabilities using the statutory federal tax rate of 21 percent. We believe it is more likely than not that all deferred tax assets will be recovered, given the carry back availability as well as the projected results of future operations, which we believe will generate sufficient taxable income to realize the deferred tax asset. In addition, we believe when these deferred items reverse in future years, our taxable income will be taxed at an effective rate of 21 percent.

Federal and state income taxes paid in 2024, 2023 and 2022 amounted to $68 million, $50 million and $190 million, respectively. The larger amount paid in 2022 was the result of taxes paid on the sale of our investment in Maui Jim. See note 12 to the consolidated financial statements for more information on the sale.

Although we are not currently under audit by the IRS, tax years 2021 through 2024 remain open and are subject to examination.

7.EMPLOYEE BENEFITS

EMPLOYEE STOCK OWNERSHIP, 401(K) AND INCENTIVE PLANS

We maintain ESOP, 401(k) and incentive plans covering executives, managers and associates. Funding of these plans is primarily dependent upon reaching predetermined levels of operating return on equity, combined ratio and Market Value Potential (MVP). MVP is a compensation model that measures components of comprehensive earnings against a minimum required return on our capital. Bonuses are earned as we generate earnings in excess of this required return. While some management incentive plans may be affected somewhat by other performance factors, the larger influence of corporate performance ensures that the interests of our executives, managers and associates align with those of our shareholders.

Our 401(k) plan allows voluntary contributions by employees and permits ESOP diversification transfers for employees meeting certain age and service requirements. We provide a basic 401(k) contribution of 3 percent of eligible compensation. Participants are 100 percent vested in both voluntary and basic contributions. Additionally, an annual discretionary profit-sharing contribution may be made to the ESOP and 401(k), subject to the achievement of certain overall financial goals and board approval. Profit-sharing contributions vest after three years of plan service.

Our ESOP and 401(k) cover all employees meeting eligibility requirements. ESOP and 401(k) profit-sharing contributions are approved annually by our board of directors and are expensed in the year earned. ESOP and 401(k)-related expenses (basic and profit-sharing) were $25 million, $23 million and $18 million for 2024, 2023 and 2022, respectively.

During 2024, the ESOP purchased 149,696 shares of RLI Corp. stock on the open market at an average price of $73.62 ($11 million) relating to the contribution for plan year 2023. Shares held by the ESOP as of December 31, 2024, totaled 4,749,542 and are treated as outstanding in computing our earnings per share. During 2023, the ESOP purchased 131,546 shares of RLI Corp. stock on the open market at an average price of $68.21 ($9 million) relating to the contribution for plan year 2022. During 2022, the ESOP purchased 174,734 shares of RLI Corp. stock on the open market at an average price of $51.51 ($9 million) relating to the contribution for plan year 2021. The above-mentioned ESOP purchases relate only to our annual contributions to the plan and do not include amounts or shares resulting from the reinvestment of dividends.

Annual awards are provided to executives, managers and associates through our incentive plans, provided certain strategic and financial goals are met. Annual expenses for these incentive plans totaled $44 million, $38 million and $24 million for 2024, 2023 and 2022, respectively. Incentive-based compensation received by current or former executive officers is subject to clawback in the event of an accounting restatement.

DEFERRED COMPENSATION

We maintain rabbi trusts for deferred compensation plans for directors, key employees and executive officers through which contributions can be invested in RLI Corp. stock or mutual funds. The employer stock in the plan cannot be diversified and is accounted for as equity, in a manner consistent with the accounting for treasury stock. At December 31, 2024, the trusts’ assets were valued at $69 million.

STOCK PLANS

Our RLI Corp. Long-Term Incentive Plan (2015 LTIP) was in place from 2015 to 2023. The 2015 LTIP provided for equity-based compensation, including stock options and restricted stock units, up to a maximum of 8,000,000 shares of common stock

(subject to adjustment for changes in our capitalization and other events). Between 2015 and 2023, we granted 6,582,776 stock options under the 2015 LTIP. The 2015 LTIP was replaced in 2023.

In 2023, our shareholders approved the 2023 RLI Corp. Long-Term Incentive Plan (2023 LTIP), which provides for equity-based compensation. In conjunction with the adoption of the 2023 LTIP, effective May 4, 2023, awards were no longer granted under the 2015 LTIP. Awards under the 2023 LTIP may be in the form of restricted stock, restricted stock units, stock options (incentive or non-qualified), stock appreciation rights, performance units as well as other stock-based awards. Eligibility under the 2023 LTIP is limited to employees, directors, consultants and independent contractors of the Company or any affiliate. The granting of awards under the 2023 LTIP is solely at the discretion of the Human Capital and Compensation Committee of the board of directors or its delegate. The maximum number of shares of common stock available for distribution under the 2023 LTIP is 8,009,782 shares (subject to adjustment for changes in our capitalization and other events). Since the plan’s approval in 2023, we have granted 813,182 awards under the 2023 LTIP.

Compensation expense is based on the probable number of awards expected to vest. The total compensation expense related to equity awards was $8 million, $9 million and $9 million for 2024, 2023 and 2022, respectively. The total income tax benefit was $1 million for 2024, 2023 and 2022. Total unrecognized compensation expense relating to outstanding and unvested awards was $7 million, which will be recognized over the weighted average vesting period of 2.60 years.

Stock Options

Under the 2023 LTIP, as under the 2015 LTIP, we grant stock options for shares with an exercise price equal to the fair market value of the shares at the date of grant (subject to adjustments for changes in our capitalization, including special dividends and other events as set forth in such plans). Options generally vest and become exercisable ratably over afive-year period and expire eight years after grant.

For most participants, the requisite service period and vesting period will be the same. For participants who are retirement eligible, defined by the plan as those individuals whose age and years of service equals 75 or more, the requisite service period is deemed to be met and options are immediately expensed on the date of grant. For participants who will become retirement eligible during the vesting period, the requisite service period over which expense is recognized is the period between the grant date and the attainment of retirement eligibility. Shares issued upon option exercise are newly issued shares.

The following table summarizes option activity in 2024:

​​​​​​​​​​​
​ · ​ · ​ · ​ · ​ · ​ · ​ · Weighted · ​ · Aggregate
​ · ​ · ​ · ​ · Weighted · ​ · Average · ​ · Intrinsic
​ · ​ · ​ · ​ · Average · ​ · Remaining · ​ · Value
​ · Options · Exercise Price · Contractual Life · (in 000’s)
Outstanding as of January 1, 2024​3,283,420​$46.31​​​​​
Granted​379,344​​72.30​​​​​
Exercised​(807,026)​​35.45​​​​​
Forfeited or expired​(17,800)​​56.64​​​​​
Outstanding as of December 31, 2024​2,837,938​$52.804.51​$84,046
Exercisable at December 31, 2024​1,522,274​$45.493.32​$57,319

The intrinsic value of options exercised, which is the difference between the fair value and the exercise price, was $35 million, $19 million and $22 million during 2024, 2023 and 2022, respectively.

The fair values of options were estimated using a Black-Scholes based option pricing model with the following weighted-average grant-date assumptions and weighted-average fair values as of December 31:

​​​​​​​​​​​
​ · 2024 · 2023 · 2022
Weighted-average fair value of grants​$15.81​$13.62​$10.71​
Risk-free interest rates​​4.83%​3.59%​2.95%
Dividend yield​​2.30%​2.28%​2.50%
Expected volatility​​23.09%​22.97%​22.89%
Expected option life​​5.02years​4.96years​5.05years

The risk-free rate was determined based on U.S. treasury yields that most closely approximated the option’s expected life. The dividend yield was determined based on the average annualized quarterly dividends paid during the most recent five-year period and incorporated a consideration for special dividends paid in recent history. The expected volatility was calculated based on the median of the rolling volatilities for the expected life of the options. The expected option life was determined based on historical exercise behavior and the assumption that all outstanding options will be exercised at the midpoint of the current date and remaining contractual term, adjusted for the demographics of the current year’s grant.

Restricted Stock Units

In addition to stock options, restricted stock units (RSUs) are granted with a value equal to the closing stock price of the Company’s stock on the dates the units are granted. For employees, these units generally have athree-year cliff vesting, but have an accelerated vesting feature for participants who are retirement eligible, defined by the plan as those individuals whose age and years of service equals 75 or more. For directors, these units vest on the earlier ofone year from the date of grant or the next annual shareholders meeting. In addition, the RSUs have dividend participation, which accrue as additional units and are settled with granted stock units at the end of the vesting period. The total fair value of restricted stock units that vested was $2 million, $3 million and $2 million during 2024, 2023 and 2022, respectively.

​​​​​​
​ · ​ · ​ · ​ · Weighted
​ · ​ · ​ · ​ · Average
​ · ​ · ​ · ​ · Grant Date
​ · RSUs · Fair Value
Nonvested at January 1, 2024​90,187​$62.58
Granted​42,762​​72.11
Reinvested​3,004​​81.53
Vested​(34,396)​​61.48
Forfeited​(2,462)​​67.18
Nonvested at December 31, 2024​99,095​$66.89
8.STATUTORY INFORMATION AND DIVIDEND RESTRICTIONS

The statutory financial statements of ourthree insurance companies are presented on the basis of accounting practices prescribed or permitted by the Illinois Department of Insurance (IDOI), which has adopted the NAIC’s statutory accounting principles (SAP). We do not use any permitted SAP that differ from NAIC prescribed SAP. In converting from SAP to GAAP, typical adjustments include deferral of policy acquisition costs, the inclusion of statutory non-admitted assets and the inclusion of net unrealized holding gains or losses in shareholders’ equity relating to fixed income securities.

The NAIC has risk-based capital (RBC) requirements for insurance companies to calculate and report information under a risk-based formula, which measures statutory capital and surplus needs based upon a regulatory definition of risk relative to the company’s balance sheet and mix of products. As of December 31, 2024, each of our insurance subsidiaries had an RBC amount in excess of the authorized control level RBC, as defined by the NAIC. RLI Insurance Company (RLI Ins.), our principal insurance company subsidiary, had an authorized control level RBC of $296 million, $273 million and $250 million as of December 31, 2024, 2023 and 2022, respectively, compared to actual statutory capital and surplus of $1.8 billion, $1.5 billion and $1.4 billion, respectively, for these same periods.

Year-end statutory surplus for 2024 presented in the table below includes $352 million of RLI Corp. stock (cost basis of $65 million) held by Mt. Hawley Insurance Company, compared to $294 million and $327 million in 2023 and 2022, respectively. The Securities Valuation Office provides specific guidance for valuing this investment, which is eliminated in our GAAP consolidated financial statements.

The following table includes selected information for our insurance subsidiaries for the year ended and as of December 31:

​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​ · ​
(in thousands) · 2024 · 2023 · 2022
Consolidated net income, statutory basis​$295,917​$231,321​$229,111
Consolidated surplus, statutory basis​$1,787,312​$1,520,135​$1,407,925

As discussed in note 1.A., ourthree insurance companies are subsidiaries of RLI Corp., with RLI Ins. as the first-level, or principal, insurance subsidiary. At the holding company (RLI Corp.) level, we rely largely on dividends from our insurance company subsidiaries to meet our obligations for paying principal and interest on outstanding debt, corporate expenses and dividends to RLI

Corp. shareholders. As discussed further below, dividend payments to RLI Corp. from RLI Ins. are restricted by state insurance laws as to the amount that may be paid without prior approval of the insurance regulatory authorities of Illinois. As a result, we may not be able to receive dividends from such subsidiary at times and in amounts necessary to pay desired dividends to RLI Corp. shareholders. On a GAAP basis, as of December 31, 2024, our holding company had $1.5 billion in equity. This includes amounts related to the equity of our insurance subsidiaries, which is subject to regulatory restrictions under state insurance laws. The unrestricted portion of holding company net assets is comprised primarily of investments and cash, including $39 million in liquid assets, which approximatestwo-thirds of our normal annual holding company expenditures. Unrestricted funds at the holding company are available to fund debt interest, general corporate obligations and regular dividend payments to our shareholders. If necessary, the holding company also has other potential sources of liquidity that could provide for additional funding to meet corporate obligations or pay shareholder dividends, which include a revolving line of credit, as well as access to capital markets.

Ordinary dividends, which may be paid by our principal insurance subsidiary without prior regulatory approval, are subject to certain limitations based upon statutory income, surplus and earned surplus. The maximum ordinary dividend distribution from our principal insurance subsidiary in a rolling 12-month period is limited by Illinois law to the greater of 10 percent of RLI Ins. policyholder surplus, as of December 31 of the preceding year, or the net income of RLI Ins. for the 12-month period ending December 31 of the preceding year. Ordinary dividends are further restricted by the requirement that they be paid from earned surplus. In 2024, 2023 and 2022, RLI Ins. paid ordinary dividends totaling $152 million, $145 million and $13 million, respectively, to RLI Corp. Any dividend distribution in excess of the ordinary dividend limits is deemed extraordinary and requires prior approval from the IDOI. No extraordinary dividends were paid in 2024, 2023 or 2022. Although RLI Ins. was restricted from distributing ordinary dividends to RLI Corp. as of December 31, 2024, the rolling 12-month limitations reset as of January 1st. A total of $241 million in ordinary dividend capacity will be available over the course of 2025. In addition to restrictions from our principal subsidiary’s insurance regulator, we also consider internal models and how capital adequacy is defined by our rating agencies in determining amounts available for distribution.

9.COMMITMENTS AND CONTINGENT LIABILITIES

COMMITMENTS

As of December 31, 2024, we had $8 million of unfunded commitments related to our investments in private funds and tax credits. See note 2 to the consolidated financial statements for more information on our investments in private funds and low-income housing tax credits.

LITIGATION

We are party to numerous claims, loss and litigation matters that arise in the normal course of our business. Many of such claims, loss or litigation matters involve claims under policies that we underwrite as an insurer. We believe that the resolution of these claims and losses is not reasonably likely to have a material adverse effect on our financial condition, results of operations or cash flows. From time to time, we are also involved in various other legal proceedings and litigation unrelated to our insurance business that arise in the ordinary course of business operations. Management believes that any liabilities that may arise as a result of these legal matters is not reasonably likely to have a material adverse effect on our financial condition, results of operations or cash flows.

10.LEASES

Right-of-use (ROU) assets are included in the other assets line item and lease liabilities are included in the other liabilities line item of the consolidated balance sheet. We determine if a contract contains a lease at inception and recognize operating lease ROU assets and operating lease liabilities based on the present value of the future minimum lease payments at the commencement date. As our leases do not provide an implicit rate, we use our incremental borrowing rate based on the information available at the commencement date in determining the present value of future payments. Lease agreements may include options to extend or terminate. The options are exercised at our discretion and are included in operating lease liabilities if it is reasonably certain the option will be exercised. Lease agreements have lease and non-lease components, which are accounted for as a single lease component. Operating lease costs for future minimum lease payments are recognized on a straight-line basis over the lease terms. Variable lease costs are expensed in the period in which the obligations are incurred. Sublease income is recognized on a straight-line basis over the sublease term.

The components of lease expense and other lease information as of and during the years ended December 31, 2024, 2023 and 2022 were as follows:

​​​​​​​​​​
(in thousands) · 2024 · 2023 · 2022
Operating lease cost​$4,631​$4,935​$4,957
Variable lease cost​​1,103​​1,469​​1,423
Sublease income​​(170)​​(469)​​(555)
Total lease cost​$5,564​$5,935​$5,825
​​​​​​​​​​
Cash paid for amounts included in measurement of lease liabilities​​​​​​​​​
Operating cash flows from operating leases​$4,083​$5,407​$5,435
​​​​​​​​​​
ROU assets obtained in exchange for new operating lease liabilities​$4,392​$5,805​$2,694
​​​​​​​​​​
Reduction to ROU assets resulting from reduction to lease liabilities​$—​$300​$2
​​​​​​​​​​
Other non-cash reductions to ROU assets​$—​$—​$73
​​​​​​​​
(in thousands) · 2024 · 2023 · ​
Operating lease ROU assets​$14,016​$13,666​
Operating lease liabilities​$15,711​$14,880​
Weighted-average remaining lease term - operating leases​​6.01years​6.08years
Weighted-average discount rate - operating leases​​3.63%​3.21%

Future minimum lease payments under non-cancellable leases as of December 31, 2024 were as follows:

​​​​
(in thousands) · 2024
2025​$4,373
2026​​3,713
2027​​2,288
2028​​1,617
2029​​1,443
Thereafter​​4,489
Total future minimum lease payments​$17,923
Less imputed interest​​(2,212)
Total operating lease liability​$15,711
11.OPERATING SEGMENT INFORMATION

The Company’s insurance operations are managed and reported inthree operating segments: property, casualty and surety. The casualty portion of our business consists largely of commercial excess, personal umbrella, general liability, transportation and management liability coverages, as well as package business and other specialty coverages, such as professional liability and workers’ compensation for office-based professionals. We also assume a limited amount of risks through quota share and excess of loss reinsurance agreements. The casualty business is subject to a higher level of risk when estimating losses and related loss reserves because the ultimate settlement of a casualty claim may take several years to fully develop.

Our property segment is comprised primarily of commercial fire, hurricane, earthquake, difference in conditions and marine coverages. We also offer homeowners’ coverages in Hawaii. Property insurance results are subject to the variability introduced by perils such as earthquakes, fires, hurricanes and other storms. Our major catastrophe exposure is to losses caused by windstorms, affecting commercial properties in coastal regions of the United States, and earthquakes, primarily on the West Coast. We limit our net aggregate exposure to a catastrophic event by managing the total policy limits written in a particular region, purchasing reinsurance and maintaining policy terms and conditions throughout all insurance cycles. We also use computer-assisted modeling techniques to provide estimates that help the Company carefully manage the concentration of risks exposed to catastrophic events.

The surety segment specializes in writing small to medium-sized contract surety coverages, including payment and performance bonds. We offer a variety of commercial surety bonds for medium to large-sized businesses across a broad spectrum of industries, including the financial, healthcare, energy and renewable energy industries. We also offer a variety of transactional bonds including, but not limited to license and permit, notary and court bonds. Often, our surety coverages involve a statutory requirement for bonds. While these bonds typically maintain a relatively low loss ratio, losses may fluctuate due to adverse economic conditions affecting the

financial viability of our insureds. The contract surety product guarantees commercial contractors’ contractual obligations for a specific construction project. Generally, losses occur due to the deterioration of a contractor’s financial condition.

The Company’s chief operating decision maker (CODM) is the chief executive officer. The Company’s CODM assesses the segments’ performance by using earnings before income taxes (underwriting income) and the combined ratio. Underwriting income and combined ratio are analyzed at the segment level and influence how resources are allocated. Decisions are made based on what is likely to provide the best long-term return to the Company.

The accounting policies of the reporting segments are the same as those described in note 1 to the consolidated financial statements. Expense allocations are based on assumptions primarily related to direct costs, net premiums earned, as well as the level of support required for the products within each segment. Amortization of deferred acquisition costs represents the recognition of commission and premium taxes over the life of insurance polices, in proportion to premium revenue recognized. The other policy acquisition costs line item includes other expenses associated with underwriting, but that cannot be specifically associated with the successful acquisition of a policy, including, but not limited to, employment costs for underwriters and underwriting support as well as costs for policy acquisition systems. Insurance operating expenses reflect allocated costs from various support departments, such as corporate technology, accounting, human resources and facilities, among others.

Net investment income consists of the interest and dividend income streams from our investments in fixed income and equity securities. Interest expense represents the cost of debt and lines of credit. General corporate expenses include director and shareholder relation costs and other compensation-related expenses incurred for the benefit of the corporation, but not attributable to the operations of our insurance segments. Investee earnings primarily represents our 23 percent share in earnings of Prime Holdings Insurance Services, Inc., a privately held insurance company which specializes in hard-to-place risks. Assets, and the revenues and expenses associated with investing and financing activities, are not managed at the segment level and therefore are not allocated to segments.

All segment revenues are from external customers and all long-lived assets are held domestically. We have no material foreign operations or customer concentrations and have no intersegment revenues.

The following tables presents our operating results by segment, as evaluated by the CODM.

​​​​​​​​​​​​​
Year ended December 31, 2024
​​​​​​​​​​​​​
(in thousands)​​Casualty​​Property​​Surety​​Total
Revenue​​​​​​​​​​​​
Net premiums earned​$852,837​$531,384​$142,185​$1,526,406
Net investment income​​-​​-​​-​​142,278
Net realized gains​​-​​-​​-​​19,966
Net unrealized gains (losses) on equity securities​​-​​-​​-​​81,734
Consolidated revenue​$852,837​$531,384​$142,185​$1,770,384
​​​​​​​​​​​​​
Less: Expenses​​​​​​​​​​​​
Losses and settlement expenses​$524,490​$198,806​$15,957​​​
Amortization of deferred acquisition costs​​161,532​​108,235​​48,254​​​
Other policy acquisition costs​​83,987​​22,936​​39,096​​​
Insurance operating expenses​​65,040​​33,871​​13,549​​​
Segment earnings before income taxes​$17,788​$167,536​$25,329​$210,653
​​​​​​​​​​​​​
Reconciliation of earnings before income taxes​​​​​​​​​​​​
Segment earnings before income taxes​​​​​​​​​​$210,653
Net investment income​​​​​​​​​​​142,278
Net realized gains​​​​​​​​​​​19,966
Net unrealized gains (losses) on equity securities​​​​​​​​​​​81,734
Interest expense on debt​​​​​​​​​​​(6,331)
General corporate expenses​​​​​​​​​​​(15,880)
Equity in earnings of unconsolidated investees​​​​​​​​​​​(4,869)
Earnings before income taxes​​​​​​​​​​$427,551
​​​​​​​​​​​​​
Depreciation and amortization expense​$5,705​$1,924​$991​​​
​​​​​​​​​​​​​
Year ended December 31, 2023
​​​​​​​​​​​​​
(in thousands)​​Casualty​​Property​​Surety​​Total
Revenue​​​​​​​​​​​​
Net premiums earned​$758,346​$401,530​$134,430​$1,294,306
Net investment income​​-​​-​​-​​120,383
Net realized gains​​-​​-​​-​​32,518
Net unrealized gains (losses) on equity securities​​-​​-​​-​​64,787
Consolidated revenue​$758,346​$401,530​$134,430​$1,511,994
​​​​​​​​​​​​​
Less: Expenses​​​​​​​​​​​​
Losses and settlement expenses​$418,032​$172,062​$14,319​​​
Amortization of deferred acquisition costs​​138,968​​94,173​​42,754​​​
Other policy acquisition costs​​82,621​​22,171​​37,638​​​
Insurance operating expenses​​59,246​​26,808​​12,329​​​
Segment earnings before income taxes​$59,479​$86,316​$27,390​$173,185
​​​​​​​​​​​​​
Reconciliation of earnings before income taxes​​​​​​​​​​​​
Segment earnings before income taxes​​​​​​​​​​$173,185
Net investment income​​​​​​​​​​​120,383
Net realized gains​​​​​​​​​​​32,518
Net unrealized gains (losses) on equity securities​​​​​​​​​​​64,787
Interest expense on debt​​​​​​​​​​​(7,301)
General corporate expenses​​​​​​​​​​​(15,917)
Equity in earnings of unconsolidated investees​​​​​​​​​​​9,610
Earnings before income taxes​​​​​​​​​​​377,265
​​​​​​​​​​​​​
Depreciation and amortization expense​$5,991​$1,807​$1,648​​​
​​​​​​​​​​​​​
Year ended December 31, 2022
​​​​​​​​​​​​​
(in thousands)​​Casualty​​Property​​Surety​​Total
Revenue​​​​​​​​​​​​
Net premiums earned​$711,832​$307,886​$124,718​$1,144,436
Net investment income​​-​​-​​-​​86,078
Net realized gains​​-​​-​​-​​588,515
Net unrealized gains (losses) on equity securities​​-​​-​​-​​(121,037)
Consolidated revenue​$711,832​$307,886​$124,718​$1,697,992
​​​​​​​​​​​​​
Less Expenses​​​​​​​​​​​​
Losses and settlement expenses​$381,436​$120,745​$12,195​​​
Amortization of deferred acquisition costs​​126,048​​67,450​​38,907​​​
Other policy acquisition costs​​78,349​​27,753​​31,125​​​
Insurance operating expenses​​52,210​​19,416​​10,586​​​
Segment earnings before income taxes​$73,789​$72,522​$31,905​$178,216
​​​​​​​​​​​​​
Reconciliation of earnings before income taxes​​​​​​​​​​​​
Segment earnings before income taxes​​​​​​​​​​$178,216
Net investment income​​​​​​​​​​​86,078
Net realized gains​​​​​​​​​​​588,515
Net unrealized gains (losses) on equity securities​​​​​​​​​​​(121,037)
Interest expense on debt​​​​​​​​​​​(8,047)
General corporate expenses​​​​​​​​​​​(12,900)
Equity in earnings of unconsolidated investees​​​​​​​​​​​9,853
Earnings before income taxes​​​​​​​​​​​720,678
​​​​​​​​​​​​​
Depreciation and amortization expense​$4,961​$1,653​$1,705​​​

The following table further summarizes revenues by major product type within each segment:

NET PREMIUMS EARNED

​​​​​​​​​​
​ · ​ · Year ended December 31,
(in thousands)202420232022
CASUALTY​​​​​​​​​
Commercial excess and personal umbrella​$354,847​$286,178​$253,921
Commercial transportation​​120,650​​103,719​​96,992
General liability​​104,423​​103,066​​100,374
Professional services​​103,794​​99,596​​95,187
Small commercial​​78,308​​72,920​​67,673
Executive products​​23,555​​24,687​​26,606
Other casualty​​67,260​​68,180​​71,079
Total​$852,837​$758,346​$711,832
​​​​​​​​​​
PROPERTY​​​​​​​​​
Commercial property​$345,554​$244,798​$163,078
Marine​​145,706​​129,428​​113,208
Other property​​40,124​​27,304​​31,600
Total​$531,384​$401,530​$307,886
​​​​​​​​​​
SURETY​​​​​​​​​
Transactional​$49,460​$47,983​$45,826
Commercial​​48,533​​49,707​​47,652
Contract​​44,192​​36,740​​31,240
Total​$142,185​$134,430​$124,718
Grand total​$1,526,406​$1,294,306​$1,144,436

12. ACQUISITONS AND DISPOSITIONS

On September 30, 2022, RLI Corp. completed the sale of its equity method investment in Maui Jim to Kering Eyewear for cash proceeds of $687 million. A net realized gain of $571 million was recognized during 2022, and the payout of the working capital escrow during 2023 resulted in the recognition of an additional $14 million realized gain. The gains were recorded in the net realized gain line item of the statement of earnings.

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