NASDAQ: SIGI

SELECTIVE INSURANCE GROUP INC

CIK 0000230557 · Financials · SIC 6331 · Fire, Marine & Casualty Insurance

Large Revenue $5.3B Assets $15.6B as of Jul 31, 2026

Selective Insurance Group, Inc. ("Parent") is a New Jersey insurance holding company incorporated in 1977. It owns ten property and casualty insurance subsidiaries ("Insurance Subsidiaries") that sell products and services only in the United States ("U.S.") and exclusively through independent… About this business →

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10-Q Filed Jul 24, 2026 · Period ending Jun 30, 2026

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8-K Filed Jul 23, 2026 · Period ending Jul 23, 2026

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8-K Filed May 14, 2026 · Period ending May 11, 2026

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8-K Filed Apr 30, 2026 · Period ending Apr 29, 2026

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10-Q Filed Apr 24, 2026 · Period ending Mar 31, 2026

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10-K Filed Feb 9, 2026 · Period ending Dec 31, 2025

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424B5 Filed Feb 20, 2025

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10-K Filed Feb 10, 2025 · Period ending Dec 31, 2024

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424B3 Filed Nov 12, 2021

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424B5 Filed Dec 2, 2020

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424B5 Filed Mar 1, 2019

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10-K/A Filed Feb 23, 2018 · Period ending Dec 31, 2017

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424B3 Filed Feb 22, 2017

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424B3 Filed Jun 4, 2012

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Latest financial statements

From 10-Q filed Jul 24, 2026 (period ending Jun 30, 2026). SEC XBRL (companyfacts) — not generated by the model.

SEC XBRL

Consolidated Statements of Operations (Unaudited)

Description Q2 ended Jun 30, 2026 Q1 ended Mar 31, 2026
Revenue:
Total revenue / net sales 1,387 1,359
Operating expenses:
Income before income taxes 162.8 124.2
Income tax expense/(benefit) 33.5 26.5
Net income 129.4 97.7
Basic earnings per share 2.13 1.59
Diluted earnings per share 2.11 1.58

Consolidated Balance Sheets (Unaudited)

Description Jun 30, 2026 Mar 31, 2026
Current assets:
Cash and equivalents 0.6 0.2
Property, plant and equipment, net 116.5 109.9
Goodwill 7.8 7.8
Deferred income taxes and other assets 137.9 133.7
TOTAL ASSETS 15,616 15,322
Current liabilities:
Total liabilities 11,953 11,735
Shareholders' equity:
Common stock 212.5 212.4
Capital in excess of stated value 614.7 605.6
Accumulated other comprehensive income (loss) (225.1) (222.6)
Retained earnings (deficit) 3,672 3,570
Treasury stock 810.8 778.5
Total shareholders' equity 3,663 3,587
TOTAL LIABILITIES AND SHAREHOLDERS' EQUITY 15,616 15,322

Consolidated Statements of Cash Flows (Unaudited)

Description Six months ended Jun 30, 2026 Q1 ended Mar 31, 2026
Operating Activities:
Net cash from operating activities 450.4 221.4
Investing Activities:
Net cash from investing activities (338.2) (166.1)
Financing Activities:
Net cash from financing activities (119.2) (62.4)

Amounts in millions USD; EPS as reported. Line labels are presentation-friendly mappings of filer XBRL tags — not a re-audit of the full statements. Use EDGAR for interactive notes and detail. Interactive statements & notes on EDGAR ↗

About SELECTIVE INSURANCE GROUP INC

Source: Item 1 (Business) from the 10-K filed February 9, 2026. Description as filed by the company with the SEC.

Item 1. Business.

Overview

Selective Insurance Group, Inc. ("Parent") is a New Jersey insurance holding company incorporated in 1977. It owns ten property and casualty insurance subsidiaries ("Insurance Subsidiaries") that sell products and services only in the United States ("U.S.") and exclusively through independent insurance agents and wholesale brokers. Nine of our Insurance Subsidiaries are licensed by various state insurance departments as admitted carriers, allowing them to write specific property and casualty lines in the standard market. The tenth subsidiary is authorized as a non-admitted carrier to write property and casualty insurance in the excess and surplus ("E&S") lines market. Throughout this document, we refer to the Parent and the Insurance Subsidiaries collectively as "we," "us," or "our." We use "Parent" when appropriate to distinguish it from the Insurance Subsidiaries. Specific terms related to the property and casualty industry are defined in a glossary attached as Exhibit 99.1 to this Form 10-K.

We have a long and successful history in the property and casualty insurance industry dating back to our 1926 founding. We list our common (stock symbol "SIGI") and preferred (stock symbol "SIGIP") stocks on the Nasdaq Global Select Market. In 2025, AM Best Company ("AM Best") ranked us as the 34th largest property and casualty group in its annual "Top 200 U.S. Property/Casualty Writers" list based on 2024 net premiums written ("NPW"). Our current AM Best financial strength rating is "A+" (Superior).

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Strategic Advantages

Our competitive and crowded market requires us to clearly articulate and demonstrate our value proposition to customers, distribution partners, employees, and investors. We believe our five key sustainable competitive advantages are:

•A unique operating model that places empowered decision-makers alongside our customers and distribution partners.

•A franchise-value distribution model, characterized by close and meaningful business relationships with a select group of high-quality distribution partners.

•An ability to develop and integrate sophisticated technology tools that support our front-line employees in making informed risk selection, pricing, and claims decisions.

•A commitment to delivering a superior omnichannel customer experience, enhanced by people and technology.

•A highly engaged and aligned team of extremely talented employees.

Several nationally recognized statistical rating organizations ("NRSROs") evaluate and rate our financial strength, operating performance, strategic position, and ability to meet policyholder obligations.

NRSRO Financial Strength Rating Outlook

AM Best A+ Stable

Standard & Poor’s Global Ratings ("S&P") A Stable

Moody’s Investors Services ("Moody’s") A2 Stable

Fitch Ratings ("Fitch") A+ Stable

We believe our AM Best rating most significantly influences our ability to write insurance business. Our independent distribution partners recommend insurance carriers based partly on financial strength ratings to (i) ensure an insurance carrier's ability to pay claims and provide benefits to customers when needed, directly impacting the level of trust a customer has in an insurance carrier and (ii) limit their potential liability for customer error and omission claims. Similarly, many customers consider ratings when purchasing insurance because their loan, mortgage, and other real and personal property security agreements typically require minimum carrier financial strength rating requirements.

These NRSROs also evaluate and rate our long-term debt creditworthiness and capacity to meet obligations when they come due. Credit ratings significantly influence our overall funding profile and ability to access certain types of liquidity. Our current senior debt credit ratings are as follows:

NRSRO Credit Rating Long-Term Credit Outlook

AM Best a- Stable

S&P BBB Stable

Moody’s Baa2 Stable

Fitch BBB+ Stable

Our S&P, Moody's, and Fitch financial strength and credit ratings influence our ability to advantageously access capital markets more than our AM Best rating.

Segments

We have four reportable segments:

•Standard Commercial Lines, which represented 71% of our 2025 "Total revenues" on our Consolidated Statements of Income and 79% of our 2025 total NPW. We sell our Standard Commercial Lines property and casualty insurance products and services to commercial enterprises, typically businesses, non-profit organizations, and local government agencies, primarily in 36 states and the District of Columbia. Our average 2025 Standard Commercial Lines premium per policyholder was approximately $20,600.

•Standard Personal Lines, which represented 8% of our 2025 "Total revenues" on our Consolidated Statements of Income and 8% of our 2025 total NPW. We sell our Standard Personal Lines property and casualty insurance products and services primarily to individuals in 15 states. Our average 2025 Standard Personal Lines premium per policyholder, excluding flood premium, was approximately $4,100. Standard Personal Lines includes flood insurance coverage sold in all 50 states and the District of Columbia through the Write Your Own ("WYO") program of the National Flood Insurance Program ("NFIP"). We are the fourth-largest WYO carrier based on 2024 direct premiums written ("DPW") reported in the S&P Market Intelligence platform.

•E&S Lines, which represented 11% of our 2025 "Total revenues" on our Consolidated Statements of Income and 13% of our 2025 total NPW. We sell our E&S Lines property and casualty insurance products and services in all 50 states and the District of Columbia. Our average 2025 E&S Lines premium per policyholder was approximately $6,000. The market for our E&S Lines property and casualty insurance products and services is commercial customers unable to obtain coverage in the standard marketplace, generally because of unusual or high-risk exposures. E&S insurers are exempt from many standard market requirements, including form and rate regulation.

•Investments, which represented 10% (including net realized and unrealized gains and losses) of "Total revenues," invests the (i) premiums our Insurance Subsidiaries collect and (ii) amounts generated through our capital management strategies, including debt and equity securities issuance.

We derive nearly all our income/loss in three ways:

•Underwriting income/loss from our insurance operations. We use DPW, gross premiums, NPW, and net premiums earned ("NPE") to evaluate underwriting income/loss. DPW are the amounts billed to policyholders for insurance coverage and services. Gross premiums are DPW plus premiums assumed from other insurers and mandatory pools and associations. NPW are calculated by subtracting premiums ceded to reinsurers from gross premiums. NPE is NPW recognized as revenue ratably over a policy’s term. Underwriting income/loss is NPE minus insurance operations-related expenses incurred.

Insurance operations-related expenses fall into three categories on our Consolidated Statements of Income: (i) "Loss and loss expense incurred," which includes losses associated with claims and loss expenses for adjusting claims incurred during a policy's term, net of losses and loss expenses ceded to reinsurers; (ii) "Amortization of deferred policy acquisition costs," which includes expenses related to the successful acquisition of insurance policies, such as commissions to our distribution partners and premium taxes, recognized ratably over a policy's term; and (iii) "Other insurance expenses," which includes acquisition and other insurance-related expenses not otherwise classified as "Loss and loss expense incurred" or "Amortization of deferred policy acquisition costs" incurred in maintaining policies. These expenses include, but are not limited to, certain labor expenses, depreciation expense, and

policyholder dividends.

Total underwriting expenses are the sum of "Amortization of deferred policy acquisition costs" and "Other insurance expenses", offset by "Other income" on our Consolidated Statements of Income. Other income primarily consists of installment fees charged to customers who pay their premiums in installments.

•Net investment income earned from our investment segment. We generate income from investing insurance premiums and amounts generated through our capital management strategies. Net investment income consists primarily of (i) interest earned on fixed income investments and commercial mortgage loans, (ii) dividends earned on equity securities, and (iii) income generated from our alternative investments portfolio, partially offset by (iv) investment expenses.

•Net realized and unrealized gains and losses on investment securities from our investments segment. Net realized and unrealized gains and losses from our investment portfolio result from (i) security disposals through sales, calls, and redemptions, (ii) losses on securities that we intend to sell, (iii) credit loss expense or benefit, and (iv) net unrealized gains and losses on equity securities.

"Net income (or loss) available to common stockholders" on our Consolidated Statements of Income also includes (i) corporate expenses, including long-term employee incentive compensation and other general corporate expenses, (ii) interest on our debt obligations, (iii) federal income taxes, and (iv) dividends to preferred stockholders.

To measure financial performance, we use (i) net income (or loss) available to common stockholders and (ii) an operating income calculation that does not conform to U.S. generally accepted accounting principles ("non-GAAP"). Non-GAAP operating income differs from net income available to common stockholders by excluding after-tax net realized and unrealized gains and losses on investments. This non-GAAP measure is used as an important financial measure by us, analysts, and investors because the timing of realized investment gains and losses on securities in any given period is largely discretionary. In addition, net realized and unrealized investment gains and losses could distort the analysis of trends.

We use combined ratio as the key performance measure to assess the underwriting profitability of our insurance operations. The combined ratio is the sum of (i) the loss and loss expense ratio, which is the ratio of net loss and loss expense incurred to NPE, (ii) the expense ratio, which is the ratio of underwriting expenses to NPE, and (iii) the dividend ratio, which is the ratio of policyholder dividends to NPE. A combined ratio under 100% indicates an underwriting profit, and one over 100% indicates an underwriting loss. The combined ratio does not reflect net investment income earned, net realized and unrealized investment gains or losses, federal income taxes, interest expense, or corporate expenses. The loss and loss expense ratio typically has the most significant impact on our combined ratio. Key inputs in our loss and loss expense ratio include catastrophe and non-catastrophe property loss and loss expenses incurred, current year casualty loss and loss expenses, and prior year casualty reserve development.

We evaluate our investments segment's financial performance using after-tax net investment income earned. We also assess total return, which we calculate as the ratio of the sum of the following pre-tax components, to average invested assets: (i) net investment income, (ii) net realized and unrealized investment gains or losses (including losses on securities we intend to sell and credit loss expense or benefit) in income, and (iii) unrealized investment gains or losses included in accumulated other comprehensive income or loss. Our investment philosophy is predicated on setting specific risk and return objectives for the fixed income, equity, and alternative investment portfolios and comparing each to a weighted-average benchmark of comparable indices.

Other important measures of our overall financial performance that we consider include return on common equity ("ROE") and non-GAAP operating return on common equity ("non-GAAP operating ROE"). We use non-GAAP operating ROE for the same reason we use non-GAAP operating income: to avoid trend analysis distortion from the largely discretionary timing of investment gains and losses. ROE is calculated by dividing net income available to common stockholders by average common stockholders' equity. Non-GAAP operating ROE is calculated by dividing non-GAAP operating income available to common stockholders by average common stockholders' equity. We evaluate our segments, in part, based on their contribution to non-GAAP operating ROE. We strive to achieve an average non-GAAP operating ROE of 12% over time.

For further details about our 2025 results compared to these performance measures, refer to "Financial Highlights of Results for Years Ended December 31, 2025, 2024, and 2023" in Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." of this Form 10-K.

Insurance Operations

Overview

Our insurance operations generate revenue by selling insurance policies and services in exchange for insurance premiums. Nearly all our sales come from one-year term policies, and the most significant cost associated with these policies is loss and loss expense for covered events.

Loss and loss expense reserves are one of our critical accounting estimates and represent the ultimate amounts we will need to pay in the future for incurred covered claims and related expenses for policies we have sold. Estimating reserves as of any given date is inherently uncertain, and requires estimation techniques and considerable judgment. We regularly assess our overall reserve position through internal and external actuarial reserve reviews. For a discussion of our loss reserving process, see "Critical Accounting Policies and Estimates" in Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." and Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

To protect our capital resources and manage the risks associated with our coverage obligations to our insureds, we purchase reinsurance from third parties and enter into other risk transfer agreements with them. Our Insurance Subsidiaries also transfer risks and share premiums and losses based on percentages specified in an insurance holding system intercompany reinsurance pooling agreement. For information on our reinsurance treaties and agreements, see "Reinsurance" in Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." of this Form 10-K.

Products and Services

Our Insurance Subsidiaries sell two broad categories of insurance policies:

•Casualty insurance, which generally covers the financial consequences of (i) third-party bodily injury and/or property damage from an insured's negligent acts, omissions, or legal liabilities, (ii) our obligation to defend our insured(s) for covered claims, and (iii) injuries employees suffer in the course of employment. Casualty claims are long-tailed, and while most claims are reported within the first few years, they may take many years to fully resolve.

•Property insurance, which generally covers accidental loss to an insured's real property, personal property, and/or property loss-related earnings. Property claims are usually reported and settled in a relatively short period after the date of loss.

The following table shows the principal types of property and casualty insurance policies we underwrite and issue:

Types of Policies Category of Insurance Standard Commercial Lines Standard Personal Lines E&S Lines

Commercial Property (including Inland Marine) Property X X

Commercial Package Policies
Property/Casualty
X

X

Commercial Automobile
Property/Casualty X X

General Liability (including Excess Liability/Umbrella) Casualty X X

Workers Compensation Casualty X

Businessowners' Policies
Property/Casualty X

Bonds (Fidelity and Surety) Casualty X

Homeowners Property/Casualty X

Personal Automobile Property/Casualty X

Personal Umbrella Casualty X

Flood1
Property X X

1Most of our flood loss exposure relates to our participation in the NFIP's WYO program, to which we cede 100% of our WYO flood insurance premiums and losses. Our Standard Personal Lines segment results include our WYO policies issued to Standard Personal Lines and Standard Commercial Lines customers.

Product Development and Pricing

Our insurance policies are contracts with our policyholders that specify the losses we cover and the amounts we will pay for covered claims. We develop our coverages by (i) adopting policy forms created or filed by statistical rating agencies or other third parties, including Verisk Analytics' Insurance Services Office, Inc. ("ISO"), American Association of Insurance Services, Inc. ("AAIS"), and the National Council on Compensation Insurance, Inc. ("NCCI"), (ii) independently creating our policy forms, or (iii) modifying third-party policy forms. When developing products and services, we consider market demands, profitability, competitive research, feedback from our independent distribution partners, and the potential for the product or service to enhance the safety of our customers' commercial or personal endeavors.

Our policies insure future covered events, so we cannot determine an individual policy's actual loss costs when sold and issued. Consequently, we consider many risk characteristics when pricing policies. Like most property and casualty insurers, our loss data is not sufficiently credible to independently establish the complex loss costs and rating variable structures our products require. We often adopt loss costs and rating structures that statistical rating agencies, such as ISO and NCCI, file with state insurance regulators. We typically modify these loss costs or factors based on actuarial analyses of our credible historical statistical data, factoring in loss trends and other expected impacts. We combine the resulting loss costs with expense and profit provisions to develop premium rates. We may use market data, and incorporate business judgment, to supplement the indicated rates to determine our final filed rates.

We use predictive models, which analyze historical statistical data about various risk characteristics that drive loss experience for many of our Standard Commercial Lines and Standard Personal Lines products. Some of these models incorporate traditional artificial intelligence ("AI"). The predictive capabilities of these models depend on the quantity and quality of available statistical data, which we may supplement with other market information, third-party data, and underwriting judgment to refine statistical rating agencies' rating plans or independently develop proprietary rating plans. We use the output of these models to (i) inform the individual risk underwriting and pricing process in Standard Commercial Lines and (ii) develop factors in our filed rating plans in Standard Personal Lines.

Customers and Customer Markets

We categorize our Standard Commercial Lines customers into five strategic business units ("SBUs"):

Percentage of Standard Commercial Lines DPW
Description

Contractors 43% General contractors and trade contractors

Mercantile and Services 26% Retail, office, lessors risk/property owners, automobile services, and golf courses

Community and Public Services 16% Public entities, social services, religious institutions, and schools

Manufacturing and Wholesale 14% Manufacturers, wholesalers, and distributors

Bonds 1% Fidelity and surety

Total Standard Commercial Lines 100%

We do not categorize Standard Personal Lines or E&S Lines customers into SBUs. No one customer accounts for 10% or more of our insurance operations DPW in the aggregate.

Geographic Markets

We sell our insurance products and services by segment in the following geographic markets:

•Standard Commercial Lines products and services, primarily in 36 states and the District of Columbia.

•Standard Personal Lines products and services, primarily in 15 states in the Eastern, Midwestern, and Southwestern regions of the U.S. Flood insurance, reported in this segment, is sold in all 50 states and the District of Columbia.

•E&S Lines products and services, in all 50 states and the District of Columbia.

In 2025, we began writing Standard Commercial Lines business in Kansas. Geographic expansion allows us to compete more effectively against national insurers and diversify our portfolio risk. We expect to enter Montana and Wyoming by the end of 2026, subject to regulatory approvals. While we expect to continue to grow our presence in states where we have recently expanded, our pace of geographic expansion is moderating as we move closer to our goal of operating our Standard Commercial Lines business with a near-national footprint.

We manage and support our business from several offices, including; (i) Branchville, New Jersey, for corporate functions; (ii) Farmington, Connecticut, the principal office for investment operations; (iii) Hartford, Connecticut, used by our information technology ("IT") department and several other corporate functions; (iv) Richmond, Virginia, where our underwriting and claims service center is located; and (v) six regional branches, listed in the following table:

Region Office Location

Heartland Indianapolis, Indiana

New Jersey Hamilton, New Jersey

Northeast Branchville, New Jersey

Mid-Atlantic Allentown, Pennsylvania, and Hunt Valley, Maryland

Southern Charlotte, North Carolina

West Scottsdale, Arizona

We have leased a new facility in Short Hills, New Jersey, where many Branchville operations, including our Executive Leadership Team, will be relocating beginning in mid-2026 and continuing through 2029.

Our E&S Lines have offices in Scottsdale, Arizona, and Dresher, Pennsylvania. Our Flood business operates from offices in Branchville, New Jersey, and Miami, Florida. Our Staff Counsel operation, which represents our policyholders in claims litigation, has 11 leased offices primarily located in the Eastern U.S.

Distribution Channel

The property and casualty insurance market is regulated and highly competitive, with fragmented market share, particularly in standard commercial lines and E&S lines. The market has three main distribution methods: (i) sales through appointed independent insurance agents and wholesale brokers; (ii) direct sales to personal and commercial customers, including Internet-based digital platforms; and (iii) sales through captive insurance agents employed by or contracted to sell exclusively for one insurer.

We use independent distribution partners to sell our insurance products and services as follows:

•Standard Commercial Lines: Independent retail agents;

•Standard Personal Lines: Independent retail agents; and

•E&S Lines: Wholesale general agents and independent retail agents.

We seek to compensate our distribution partners fairly and consistently, in line with market practices. Typically, we pay commissions calculated as a percentage of DPW, with supplemental amounts based on profitability and premium growth. No single independent distribution partner is responsible for 10% or more of our insurance operations' premium.

Independent Retail Agents and Standard Lines

A 2024 Independent Insurance Agents & Brokers of America study estimated there are 39,000 independent property/casualty insurance agents and brokers in the U.S., reflecting a 3% decrease from its 2022 study. We expect that independent retail insurance agents – representing most of our distribution partners – will remain a significant force in overall insurance industry premium production. Their business model, which involves representing multiple insurance carriers, provides customers a wider choice of insurance products, more competitive pricing, and individualized risk-based consultation.

Approximately 1,680 distribution partners sell our standard lines products and services through approximately 2,940 office locations. About 730 of these distribution partners sell our Standard Personal Lines products. Approximately 6,520 distribution partners sell our flood insurance products.

Wholesale General Agents, Independent Retail Agents and E&S Lines

We have approximately 80 wholesale general agents with a total of 260 office locations selling our E&S Lines business. These wholesale general agents have been granted limited binding authority for risks meeting our prescribed underwriting and pricing guidelines. They refer risks ineligible for binding authority to our underwriters. In 2025, we expanded our distribution by allowing a limited group of our appointed Standard Commercial Lines independent retail agents access to our E&S offerings through an in-house managing general agent.

Marketing

Our primary marketing strategy is to:

•Employ a locally-based, empowered field underwriting model for Standard Commercial Lines, placing decision-makers and resources near our customers and distribution partners. We discuss this model further in the "Technology, Innovation, and Operating Model" section below.

•Deploy a distribution model that allows the principals and producers of our high-quality independent insurance agencies to fully realize the significant franchise value of our appointment and their right to sell our Insurance Subsidiaries' products and services. To further enhance value and support profitable growth, we establish meaningful and close business relationships with our distribution partners. This includes (i) soliciting, gathering, and acting on feedback from them and our mutual customers, including about our products and services and brand, (ii) familiarizing them with our new product offerings, and (iii) providing professional education and development programs focused on producer recruitment, sales training, agency perpetuation, customer experience enhancement, online marketing, and distribution operations.

•Develop and carefully monitor annual goals with each distribution partner that involve (i) the types and mix of risks they place with us, (ii) new business and renewal retention expectations and pricing, and (iii) the profitability of the business they place with us.

•Leverage people and technology to improve brand recognition and foster meaningful customer engagement through a data-driven omnichannel marketing strategy that prioritizes delivering a superior customer experience. We expect this integrated marketing and customer engagement approach will position us as an industry leader and (i) afford us a dynamic view of the changing marketplace and customer expectations, (ii) provide us insight into unique value-added products and services that could have the greatest impact on each customer, and (iii) help drive brand health and perception leading to increased retention and business acquisition.

Technology, Innovation, and Operating Model

We continually evolve our technology and operating model to prioritize innovation, a superior omnichannel experience for our customers and distribution partners, and 24/7 digital access to account information and transactional capabilities. While many insurers offer digital customer solutions for personal lines, we strive to be a digital and customer experience leader in all three of our insurance operations segments.

Technology

We use technology extensively in our business, making significant investments in IT platforms, integrated systems, and cloud-based solutions. We employ traditional AI methods, such as machine learning, to increase organizational efficiency and improve decision-making speed and accuracy. This enables us to reallocate resources to initiatives that drive greater value. We are increasingly leveraging general-purpose and industry-trained generative AI solutions that use large language models to improve internal process efficiency and effectiveness. We maintain a cross-disciplinary Artificial Intelligence and Model Governance Committee, accountable to the Executive Risk Committee ("ERC"), to govern the acquisition, creation, deployment, use, and reliance on internal and external models in the execution of insurance activities.

Our technology investments provide:

•Our distribution partners with accurate business information and seamless integration with our systems, enabling easy policy transaction processing;

•Our service representatives with a customer account-centric view of our policyholders, reducing response times for customers and complementing customer access to on-demand digital transactional capabilities;

•Our underwriters with advanced underwriting and pricing tools and predictive models, which provide guidance and automatically retrieve relevant public information on existing and potential policyholders, allowing for quicker decision making and enhanced profitability and premium growth; and

•Our claims adjusters with predictive tools to identify claims likely to involve escalating losses, fraud, subrogation, or attorney representation.

Our digital strategy offers our Standard Commercial Lines and Standard Personal Lines customers a mobile application and a self-service portal branded as MySelective. Our award-winning mobile application continues to satisfy users, earning a 4.7 out of 5 star rating on the Apple App Store. As of December 31, 2025, 59% of our customers are registered for MySelective. This application gives policyholders on-demand self-service access to account information, electronic bill payment, claims reporting, and a comprehensive risk management center.

We are committed to delivering additional digital value-added services that help customers manage their risks. These include timely notifications about vehicle and product recalls, adverse weather, and claim status. In 2025, we expanded our suite of value-added services to include a plug-in sensor and fire prevention service that monitors for hazards that could lead to electrical fires, along with other detection sensors and telematics.

Our primary technology operations are in Branchville, New Jersey, Hartford, Connecticut, and Charlotte, North Carolina. We have agreements with multiple consulting, IT, and supplemental staffing service providers to augment our internal resources. These providers supply approximately 56% of our skilled technology capacity, with 75% of their resources based overseas. We retain management oversight of all projects and ongoing IT production operations. We have established procedures to manage an efficient transition to any new technology vendors without significantly impacting our operations.

Innovation

We have a dedicated innovation team under our Chief Marketing and Innovation Officer to uphold our culture of innovation and deliver long-term value to our customers and distribution partners. This team applies proven innovation techniques and methods to identify, prioritize, and advance strategic ideas and opportunities. This team also monitors critical industry and insurance technology trends that impact our customers, distribution partners, and employees. By establishing this team, we have expanded our innovation culture through employee training and skill-building, while also facilitating departmental and cross-functional strategy and innovation sessions.

Operating Model

We believe our unique operating model is a competitive advantage. To foster stronger relationships with our independent distribution partners, our Standard Commercial Lines underwriting and risk management professionals are located in the geographic territories they serve. Our Claims operation is organized regionally by specialty, with local personnel responsible for managing our customer, claimant, and distribution partner relationships. In addition, our employees are provided with sophisticated tools and technologies to inform underwriting, pricing, risk management, and claims decisions.

Underwriting Process

Our underwriting process by segment is as follows:

•Standard Commercial Lines: Our Standard Commercial Lines corporate underwriting department oversees our underwriting philosophy and guidelines for each market size, SBU, and line of business. Through formal letters of authority, our Chief Underwriting Officer ("CUO") delegates underwriting authority after assessing an underwriter's job grade and their segment and line of business expertise. Our regional and corporate underwriting teams coordinate with our Actuarial Department to determine adequate pricing levels for all Standard Commercial Lines products.

Under the CUO's delegated authorities, our regional underwriting operations make most individual policyholder underwriting and pricing decisions. New business is underwritten by Agency Management Specialists ("AMSs"), Production Underwriters, Small Business Teams, and Large Account Underwriters. Renewal business is primarily handled in each region with support from our underwriting and claims service center ("USC"). The regions assign AMSs, Production Underwriters, and underwriters to specific distribution partners and the USC assigns underwriters to support specific distribution partners within the USC.

We have 88 field-based Risk Management Specialists who support current and prospective policyholders locally. Their risk management enhancements and best-practice recommendations reduce our customers' exposure to property, liability, and workers compensation risks. Their account-specific analyses enhance our underwriters understanding of coverage exposures and customer risk management, enhancing our new business and renewal underwriting decisions. Our Risk Management Center ("RMC") digitally scales our risk management expertise, offering our Standard Commercial Lines customers seamless, on-demand access to a curated selection of self-service risk management resources. These resources are aligned with the specific insurance coverages we provide and were expanded in 2025 to include risk self-assessments. Our risk management efforts focus on enhancing insured risk management programs, improving loss experience, and increasing retention.

Our key strategies include:

•Conducting risk evaluation through virtual and on-site improvement surveys and customer-completed assessments within the RMC that evaluate potential exposures and offer mitigation solutions;

•Targeting certain segments and states for higher penetration of Compass, our telematics solution;

•Providing internet-based risk management educational resources, including an extensive library of coverage-specific safety materials, videos, and online courses, such as defensive driving and employee educational safety;

•Performing on-site thermographic infrared surveys that identify potential electrical hazards; and

•Offering Occupational Safety and Health Administration construction and general industry certification training.

Our risk management initiatives include proactively providing policyholders with notifications and alerts, identifying risks, mitigating potential losses, and offering tools and technologies that enhance safety and reduce loss occurrences. Examples of our initiatives include:

•Vehicle recall notifications to our policyholders and distribution partners;

•Advance notices to help prepare for severe weather conditions, including guides on structural improvements, roof and drainage maintenance, and measures to prevent clogged or frozen plumbing and sprinkler systems;

•Food and product recall notifications to policyholders in food manufacturing, distribution, and preparation; and

•Digital customer self-assessments of workplace hazards, with best practice recommendations tailored to the customer's specific risks.

We have continued to modernize and enhance the capabilities of our new Standard Commercial Lines agency interface platform, designed to streamline the quoting and issuance of new small business policies. Writing small business is a core part of our growth strategy, and we define the class as low-hazard risks under specified exposure thresholds, such as property values, payroll, or sales in specific industry classes. In recent years, the small business market has become more competitive, with many carriers using technology to facilitate new business growth. We continue to focus on (i) enhancing the speed and ease of small business writing for our distribution partners and (ii) providing a best-in-class small business customer experience.

We have added additional business capabilities within Standard Commercial Lines small business, including:

•Introducing small business eligibility to new lines of businesses;

•Streamlining the quoting process with data prefill functionality;

•Enhancing the user experience of our rating platform by reducing the amount of required information before quote generation;

•Improving the in-platform user experience to support new small business growth and enable straight-through processing that allows our distribution partners to issue business without underwriter involvement; and

•Integrating with comparative rating tools for specific lines of business in Standard Commercial Lines.

•Standard Personal Lines: Our Standard Personal Lines underwriting operations are centralized and highly automated. Most new and renewal business is underwritten and priced through an automated system using our filed rates and rules. Exceptions to our internal underwriting guidelines are approved under the direction of our Standard Personal Lines CUO. We are actively repositioning our Standard Personal Lines business for the mass affluent market, where we believe our strong coverage and servicing capabilities make us more competitive.

•E&S Lines: Our E&S Relationship and Underwriting Managers promote our products to wholesale general agents, provide training on underwriting guidelines and automation, and collect market insight. Our wholesale general agents handle new and renewal business in accordance with established guidelines. Any exceptions or declinations are reviewed by our small commercial E&S underwriters, who assess individual account risk characteristics. Middle market accounts exceed our wholesale general agents' authority, and they must be submitted to our E&S commercial underwriters, who make underwriting and pricing decisions based on the submitted information, third-party data, and business judgment.

Our automated small business rate, quote, bind, and issue system for E&S Lines reduces manual touchpoints throughout the policy lifecycle. This allows our agents and underwriting teams to grow their business cost-effectively and efficiently. Underwriting rules embedded in the system qualify the submissions within an agent’s authority and route accounts requiring additional review directly to an underwriter.

Our continued investment in product, operational, and technological enhancements enables and supports growth in our small-commercial and middle-market business. In 2025, we (i) introduced a new specialty lines construction division, including an inland marine team, (ii) invested in operational efficiency, and (iii) began expansion of our distribution capabilities by providing our Standard Commercial Lines independent retail agents direct access to our E&S offerings through an in-house managing general agent.

Our independent distribution partners may designate our USC to service Standard Commercial Lines and Standard Personal Lines accounts. Similar to independent distribution partner employees, all USC employees are licensed agents who respond to policyholder inquiries about insurance coverage, billing transactions, and other matters. Because of the convenience the USC allows, our distribution partners agree to receive a slightly lower-than-standard commission on the associated premium.

Claims Management

Our essential claims service involves evaluating and determining coverage in a timely and appropriate manner. Their evaluation considers the facts and circumstances of the claim and our policy's terms, conditions, and exclusions. To address the increasing complexity of coverage evaluation, construction methods, and litigation, we have structured our claims organization to emphasize:

•Claims handling by technical areas of expertise, such as automobile liability, general liability, property, and workers compensation, with a specialized claims unit for each business line focused on high-severity or technically complex losses and litigation. Claims adjusters within our lines of business are geographically aligned to provide localized expertise;

•Claims agency executives and managers responsible for (i) enhancing the relationship among our policyholders, distribution partners, and claims operation and (ii) providing a single point-of-contact for our large account customers and distribution partners. They work with our regional underwriters to deliver appropriate claims service, communicate trends, and discuss client services;

•Cost-effective delivery of claims services and loss and loss expense control. Dedicated adjusters manage our high volume, low severity automobile and property claims, leveraging virtual adjusting tools that provide prompt and efficient service to our customers; and

•Timely and adequate claims reserving and resolution.

We have been executing a multi-year claims system modernization and process transformation strategy to (i) provide our adjusters with real-time quality data that enables quick coverage decisions, (ii) better monitor adjusting team's workflows, (iii) optimize processes, and (iv) deliver an exceptional customer experience. This strategy also ensures each line of business has an efficient workflow matching claim complexity. We expect (i) reduced cycle times and claims adjudication costs and (ii) improved insured and distribution partner customer service. The modernized system will enable expedited low-touch or no-touch claims processing, depending on the exposure type and severity, and provide improved visibility and transparency throughout the life cycle of a claim file to our insureds, claimants, and distribution partners.

In 2024, we (i) integrated our claims system with key third-party vendors, (ii) introduced a digital payment solution allowing direct fund transfer to insureds, claimants, and vendors, and (iii) increased our payment functionality to allow digital payments to single, multi-party, lien holder, and mortgage payees. In 2025, we implemented a new, modernized claims system for our commercial automobile, personal automobile, general liability, and commercial property lines of business. We intend to expand the system to our workers' compensation and bond lines of business next. In 2026, we intend to continue integrating

our claims system with key third-party vendors to (i) provide adjusters with efficient access to state-specific regulatory and compliance claims handling requirements, (ii) offer medical canvas, record retrieval, and investigative management tools, and (iii) streamline the First Notice of Loss process. We expect these changes to improve adjusters' efficiency, enhance overall customer experience, and ensure that we match each claim to an appropriately-skilled adjuster.

Our Special Investigations Unit ("SIU") investigates potential insurance fraud and abuse, reporting findings as required to the proper authorities. The SIU's work is governed by applicable law and direction from regulatory bodies and non-profit organizations dedicated to combating and preventing insurance crime. The SIU adheres to uniform internal procedures to improve detection and act on potentially fraudulent claims. We have developed and deployed a proprietary SIU fraud detection model that identifies potential fraud cases early in a claim's life.

Insurance Operations Competition

We face substantial competition in the insurance marketplace from public, private, and mutual insurance companies with varying levels of brand recognition, scale and operational efficiency, capital bases, book of business diversification, and cost of capital. Many competitors rely on independent partners to distribute their products and services. Other insurance carriers employ their agents, who represent only them, or use a combination of independent partners, captive agents, and direct marketing.

The property and casualty insurance market is highly competitive, with fragmented market share, particularly in Standard Commercial Lines and E&S Lines. Our primary competitors are regional and national insurers that use independent agents. We compete on coverage terms, claims handling, customer experience, risk management services, ease of technology use, price, value-added services, and financial strength ratings. However, we also face increased competition from new entrants and established direct-to-consumer insurers.

Investments Segment

Our Investments Segment's objectives are to maximize the economic value of our investment portfolio by achieving stable, risk-adjusted after-tax net investment income and generating long-term growth in book value per share. Our strategies consider prevailing market conditions, our enterprise risk tolerances, and other risk implications by:

•Maximizing the portfolio's overall total return by investing (i) the premiums from our insurance operations and (ii) amounts generated through our capital management strategies, including debt and equity security issuances; and

•Maintaining (i) a well-diversified portfolio across issuers, sectors, and asset classes and (ii) a fixed income securities portfolio with high credit quality and acceptable duration and maturity profiles to provide ample liquidity.

Our fixed income securities primarily include corporate securities, collateralized loan obligations and other asset-backed securities, mortgage-backed securities, and state and local municipal obligations. We also invest in public equity securities, commercial mortgage loans, short-term investments, alternative investments, and other investments. Alternative investments primarily include limited partnership investments in private equity, private credit, and real estate strategies. Other investments include Federal Home Loan Bank ("FHLB") stock and tax credit investments.

For further information regarding our risks associated with the overall investment portfolio, see Item 7A. "Quantitative and Qualitative Disclosures About Market Risk." and