Risk Factors Dashboard

Once a year, publicly traded companies issue a comprehensive report of their business, called a 10-K. A component mandated in the 10-K is the ‘Risk Factors’ section, where companies disclose any major potential risks that they may face. This dashboard highlights all major changes and additions in new 10K reports, allowing investors to quickly identify new potential risks and opportunities.

Risk Factors - GWRE

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Item 1A.Risk Factors
A description of the risks and uncertainties associated with our business is set forth below. You should carefully consider such risks and uncertainties, together with the other information contained in this Annual Report on Form 10-K, and in our other public filings. The risks and uncertainties described below are not the only ones we face. Additional risks and uncertainties may also become important factors that adversely affect our business. If any of such risks and uncertainties actually occurs, our business, results of operations, or financial condition could differ materially from the plans, projections and other forward-looking statements included in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and elsewhere in this Annual Report on Form 10-K and in our other public filings. In addition, if any of the following risks and uncertainties, or if any other risks and uncertainties, actually occurs, our business, results of operations, or financial condition could be harmed substantially, which could cause the market price of our stock to decline, perhaps significantly. In addition, if any of the following risks and uncertainties, or if any other risks and uncertainties, actually occurs, our business, financial condition or results of operations could be harmed substantially, which could cause the market price of our stock to decline, perhaps significantly.

Risks Related to our Business and Industry
We may experience significant quarterly and annual fluctuations in our results of operations due to a number of factors.
Our quarterly and annual results of operations may fluctuate significantly due to a variety of factors, many of which are outside of our control. This variability may lead to volatility in our stock price as investors and research analysts respond to quarterly fluctuations. In addition, comparing our results of operations on a period-to-period basis, particularly on a sequential quarterly basis, may not be meaningful. You should not rely on our past results as an indication of our future performance.
Factors that may affect our results of operations include:
the impact of economic downturns and related market volatility caused by economic volatility, inflation, bank failures and associated financial instability and crises, or other national and worldwide events on our business and the businesses of our customers, partners, and vendors;
our ability to attract new domestic and international customers and renew existing customers;
seasonal buying patterns of our potential customers and our ability to sell additional software and services to existing customers;
the proportion and timing of subscription sales as opposed to term software licenses, and the variations in revenue recognition between these contract types;
changes in contract durations of term software licenses and renewals or modifications of customer contracts;
increases in costs related to cloud operations, cybersecurity, product development, and services;
our ability to develop and achieve market adoption of cloud-based services, including the impact of our customers transitioning from term software licenses to subscription services;
erosion in services margins or significant fluctuations in services revenue caused by changing customer demand, negotiated professional services billing rates, investments in customer implementation and migration projects, or fixed fee contracts;
our ability to enter into contracts on favorable terms, including terms related to price, payment timing, service levels, acceptance, and product delivery, especially with customers and prospects that possess substantial negotiating leverage and procurement expertise;
the incurrence of penalties or having to renegotiate contract terms for failing to meet certain contractual obligations, including service levels, product development cycles and functionality, and implementation times and objectives;
security and privacy concerns related to employee data, customer data, and systems that are accessed or otherwise used by our hybrid workforce and customers;
employee retention, the ability to hire and onboard appropriate personnel, and the timing of hiring personnel and employee related expenses;
our ability to realize expected benefits from our acquisitions and other strategic business transactions;
reductions in our customers’ budgets for information technology purchases and delays in their purchasing decisions;


the impact of a recession or any other adverse global economic condition on our business, including public health crises, such as epidemics and pandemics, geographic and political conflicts, trade tariffs, trade agreements, and other uncertainties that may cause a delay in entering into, a failure to enter into, or cancel significant customer agreements or the fulfillment of professional service arrangements;
adverse litigation judgments, dispute-related settlement payments, or litigation-related costs;
future accounting pronouncements, changes in accounting rules, new tax laws or regulations, or tax interpretations and our related accounting policies, interpretations, and controls;
fluctuations in foreign currency exchange rates; and
the effects of inflation or deflation in the economies in which we operate, and their impact on interest rates, collection timeframes, and our revenue given the multi-year term of most customer agreements.
The foregoing factors are difficult to forecast, and these, as well as other factors, could materially adversely affect our quarterly and annual results of operations. Further, due to multi-year term licenses and multi-year term license renewals, increased cloud-based subscription services, timing of and billing rates for professional services engagements, and other ongoing changes to our business, it is challenging to forecast our quarterly and annual results.
We believe our ability to adjust spending quickly enough to compensate for a potential revenue shortfall is limited and our inability to do so could magnify the adverse impact of a potential revenue shortfall on our results of operations. If we fail to achieve our quarterly forecasts, if our forecasts fall below the expectations of investors or research analysts, or if our actual results fail to meet the expectations of investors or research analysts, our stock price may decline.
If we do not receive customer or market acceptance of our business model focused on delivering cloud-based offerings on a subscription basis, or if we fail to meet stipulated service levels with our subscription services, our results of operations could be harmed.If we fail to successfully manage our transition to a business model focused on delivering cloud-based offerings on a subscription basis or fail to meet stipulated service levels with our subscription services, our results of operations could be harmed.
To address demand trends in the P&C insurance industry, we offer customers the use of our software products through a cloud-based offering sold on a subscription basis in addition to our self-managed offering. Our subscription business model has required a considerable investment of technical, operational, financial, legal, and sales resources. This change to our business model requires a considerable investment of technical, operational, financial, legal, and sales resources. Our software and cloud services involve the storage and transmission of customer data, including in some cases, personal data, and security breaches could result in the loss of this information, which in turn could result in litigation, breach of contract claims, indemnity obligations, harm to our reputation, and other liabilities for us. Our cloud offerings will continue to be the focus of existing resources, require us to hire additional resources, and increase costs, especially in cost of subscription and support revenue, cost of services revenue, and research and development, in any given period. Our transition to cloud offerings will continue to be the focus of existing resources, require us to hire additional resources, and increase costs, especially in cost of subscription and support revenue, cost of services revenue, and research and development, in any given period. We may not be able to efficiently scale such investments to meet customer demand and expectations, which may impact our long-term growth and results of operations. Further, the increase in some costs associated with our cloud services, such as the cost of third-party infrastructure in which we rely to host our subscription services, may be difficult to predict over time. Further, the increase in some costs associated with our cloud services, such as the cost of third-party infrastructure in which we rely to host our subscription services, may be difficult to predict over time, especially in light of our limited experience with the costs of delivering cloud-based versions of our applications. Furthermore, we may assume greater responsibilities for implementation of subscription services due to our operating and maintaining the cloud environment for our customers. As a result, we may face risks associated with new and complex implementations or migrations, the cost of which may differ from original estimates. Our subscription contracts also contain penalty clauses, for matters such as failing to meet stipulated service levels or other contractual provisions. Our subscription contracts also contain penalty clauses, for matters such as failing to meet stipulated service levels or other contractual provisions, which represent new risks we are not accustomed to managing. Should these penalties be triggered, our results of operations may be adversely affected. These penalties and costs could take the form of monetary credits for current or future service engagements, reduced fees for additional services or products or upon renewal of existing agreements, and a customer’s renegotiation or refusal to pay its contractually obligated subscription or service fees.
Revenue under our cloud-based subscription model is generally recognized ratably over the term of the contract. Ratable revenue recognition results in lower revenue than we otherwise would have recognized in the initial period of the customer agreement under term license agreements. The transition to ratable revenue recognition will result in lower revenue than we otherwise would have recognized in the initial period of the customer agreement under term license agreements. This effect on recognized revenue may be magnified in any fiscal year due to the concentration of our orders in the fourth fiscal quarter. Additionally, the timing of our customers’ decision to transition from self-managed licenses to cloud-based subscription services could negatively affect our ability to forecast the timing and amount of our revenue in any period. Additionally, the change in our business model and the timing of our customers’ decision to transition from self-managed licenses to cloud-based subscription services could negatively affect our ability to forecast the timing and amount of our revenue in any period.
Acceptance of our cloud-based solutions may not develop as anticipated and could be affected by a variety of factors, including, but not limited to, cost, security, reliability, performance, customer preference, perceived value associated with such offerings, public concerns regarding privacy, and the enactment of restrictive laws or regulations. If the market for our cloud-based solutions generally does not evolve as expected, it could result in reduced customer purchases, reduced renewal rates, and decreased revenue, any of which will adversely affect our business, results of operations, or financial condition. Further, for any of our existing customers that have not yet transitioned to our cloud-based offering, any perceived negative impacts or


incremental costs associated with the transition, or an accelerated transition schedule, may lead to customer dissatisfaction and provide our competitors with an opportunity to acquire these customers.
We are continually updating our existing products and developing new products in an effort to offer customers greater choices on how they utilize our software. We are continually updating our existing services and products and developing new services and products in an effort to offer customers greater choices on how they utilize our software. As our business practices in this area develop and evolve over time, we may be required to revise our current subscription agreements, which may result in revised terms and conditions that impact how we recognize revenue and the costs and risks associated with these offerings. Whether our product development efforts or business model will prove successful and accomplish our business objectives is subject to numerous uncertainties and risks, including, but not limited to, customer demand, our ability to further develop, manage, and scale infrastructure, our ability to include functionality and usability in such offerings that address customer requirements, our customers’ ability to successfully migrate to and implement our subscription services, tax and accounting implications, and our costs. Whether our product development efforts or business model transition will prove successful and accomplish our business objectives is subject to numerous uncertainties and risks, including, but not limited to, customer demand, our ability to further develop, manage, and scale infrastructure, our ability to include functionality and usability in such offerings that address customer requirements, our customers’ ability to successfully migrate to and implement our subscription services, tax and accounting implications, and our costs.
In addition, the metrics we and our investors use to evaluate our business model may evolve over the course of time as significant trends emerge.In addition, the metrics we and our investors use to gauge the status of our business model transition may evolve over the course of the transition as significant trends emerge. It may be difficult, therefore, to accurately determine the impact on our business on a contemporaneous basis, or to clearly communicate the appropriate metrics to our investors. It may be difficult, therefore, to accurately determine the impact of this transition on our business on a contemporaneous basis, or to clearly communicate the appropriate metrics to our investors. If we are unable to sell our cloud offerings in light of the foregoing risks and uncertainties, our reputation could suffer and our results of operations could be harmed, which may cause our stock price to decline.
We have relied and expect to continue to rely on orders from a relatively small number of customers in the P&C insurance industry for a substantial portion of our revenue and ARR, and the loss of any of these customers would significantly harm our business, results of operations, and financial condition.
Our revenue and ARR are dependent on orders from customers in the P&C insurance industry, which may be adversely affected by worldwide economic, environmental, public health, and political conditions. A relatively small number of customers have historically accounted for a significant portion of our revenue. The composition of our individual top customers has and will vary from year to year. In fiscal years 2023 and 2024, our ten largest customers accounted for 23% and 22% of our revenue, respectively. In fiscal years 2022 and 2023, our ten largest customers in each fiscal year accounted for 23% of our revenue. Additionally, our ten largest customers based on ARR accounted for 22% of total ARR at July 31, 2024. Customers for these metrics are calculated at the parent corporation level, while our total customer count is based on entities that have placed orders for our services or products. While we expect this reliance to decrease over time as our revenue, customer base, and subscription services as a percentage of revenue grows, we expect that we will continue to depend upon a relatively small number of customers for a significant portion of our revenue and ARR for the foreseeable future. As a result, if we fail to successfully sell our products to one or more of these anticipated customers in any particular period or fail to identify additional potential customers or such customers purchase fewer of our products or professional services, defer or cancel orders, fail to renew their license or subscription agreements or otherwise terminate or reduce their relationship with us, our business, results of operations, and financial condition would be harmed. As a result, if we fail to successfully sell our services and products to one or more of these anticipated customers in any particular period or fail to identify additional potential customers or such customers purchase fewer of our services or products, defer or cancel orders, fail to renew their license or subscription agreements or otherwise terminate or reduce their relationship with us, our business, results of operations, and financial condition would be harmed. Additionally, if one or more of these anticipated customers enters into or transitions to a subscription agreement in any particular period, or if we fail to achieve the required performance or acceptance criteria for one or more of this relatively small number of customers, our quarterly and annual results of operations may fluctuate significantly.
Our sales and implementation cycles are lengthy and variable, depend upon factors outside our control, and could cause us to expend significant time and resources prior to generating revenue.
The typical sales cycle for our products is lengthy and unpredictable, requires pre-purchase evaluation by a significant number of employees in our customers’ organizations, often involves a significant operational decision by our customers, and could be affected by factors outside of our control.The typical sales cycle for our services and products is lengthy and unpredictable, requires pre-purchase evaluation by a significant number of employees in our customers’ organizations, often involves a significant operational decision by our customers, and could be affected by factors outside of our control. Our sales efforts involve educating our customers about the use and benefits of our products, including the technical capabilities of our products, the potential cost savings achievable by organizations deploying our products, and the benefits and risks associated with cloud-based services. Our sales efforts involve educating our customers about the use and benefits of our services and products, including the technical capabilities of our services and products, the potential cost savings achievable by organizations deploying our services and products, and the benefits and risks associated with cloud-based services. Customers typically undertake a significant evaluation process, which frequently involves not only our products, but also those of our competitors. Customers typically undertake a significant evaluation process, which frequently involves not only our services and products, but also those of our competitors. We spend substantial time, effort, and money in our sales efforts without any assurance that our efforts will produce sales, and our customers have significant negotiating power during the sales process which may result in a lengthy sales cycle and significant contractual complexity. Additionally, we may be unable to predict the size and terms of the initial contract until very late in the sales cycle, which affects our ability to accurately forecast revenue and ARR. In addition, if we commit to include specific features in our base product offering at the request of a customer or group of customers, we may be unable to recognize revenue until the specific features have been delivered with our products. In addition, we sometimes commit to include specific functions in our base service and product offering at the request of a customer or group of customers and are unable to recognize revenue until the specific functions have been added to our services and products. Providing this additional functionality may be time consuming and may involve factors that are outside of our control. Customers may also insist that we commit to certain time frames in which systems built around our products will be operational or that once implemented our products will be able to meet certain operational requirements. Customers may also insist that we commit to certain time frames in which systems built around our services and products will be operational or that once implemented our services and products will be able to meet certain operational requirements. Our ability to meet such timeframes and requirements may involve factors that are outside of our control, and failure to meet such timeframes and requirements could result in us incurring penalties and costs and/or making additional resource commitments, which would adversely affect our business and results of operations.


The implementation and testing of our products by our customers typically lasts six to 24 months or longer and unexpected implementation delays and difficulties can occur. Implementing our products typically involves integration with our customers’ and third parties’ systems and creating or updating the digital experience, as well as adding customer and third-party data to our platform. Implementing our services and products typically involves integration with our customers’ and third parties’ systems and creating or updating the digital experience, as well as adding customer and third-party data to our platform. This process can be complex, time consuming, and expensive for our customers and can result in delays in the implementation and deployment of our products. Failing to meet the expectations of our customers during the implementation of our products could result in a loss of customers and negative publicity about us and our products. Failing to meet the expectations of our customers during the implementation of our services and products could result in a loss of customers and negative publicity about us and our services and products. Such failure could result from deficiencies in our product capabilities, performance issues, or inadequate service engagements by us, our SI partners, or our customers’ employees, the latter two of which are beyond our direct control. The consequences of such failure could include, and have included, monetary credits for current or future service engagements, reduced fees for additional products or upon renewal of existing products, potential reversals of previously recognized revenue, renegotiating existing customers’ contractual terms, and a customer’s refusal to pay their contractually obligated license, subscription, support, or service fees. The consequences of such failure could include, and have included, monetary credits for current or future service engagements, reduced fees for additional services or products sales or upon renewals of existing services and products, potential reversals of previously recognized revenue, renegotiating existing customer’s contractual terms, and a customer’s refusal to pay their contractually-obligated license, support, or service fees. In addition, time-consuming and delayed implementations may also increase the amount of services personnel we must allocate to the implementation for it to be successful, thereby increasing our costs and adversely affecting our business, results of operations, and financial condition.
Furthermore, our sales and implementation cycles could be interrupted or affected by other factors outside of our control. We have had, and may in the future have, restrictions on travel, which are in accordance with recommendations by the U.S. government, The Centers for Disease Control and Prevention, and other equivalent agencies in the locations in which we operate, and our customers, SI partners, and prospects have likewise enacted their own preventative policies and travel restrictions. Widespread restrictions on travel and in-person meetings have affected and could, in the future, affect services delivery, delay implementations, and interrupt sales activity. We cannot predict the duration or the extent of adverse impacts from pandemics and other global events on our business, results of operations, and financial condition.
We face intense competition in our market, which could negatively impact our business, results of operations, and financial condition and cause our market share to decline.
The market for our products is intensely competitive.The market for our software and services is intensely competitive. The competitors we face in any sale opportunity may change depending on, among other things, the line of business purchasing the software, the application or service being sold, the geography in which the customer is operating, and the size of the insurance carrier to which we are selling. For example, we are more likely to face competition from small independent firms when addressing the needs of small insurers. These competitors may compete on the basis of price, the time and cost required for implementation, custom development, or unique product features or functions. Outside of the United States, we are more likely to compete against vendors that may differentiate themselves based on local advantages in language, market knowledge, and pre-built content applicable to that jurisdiction. We also compete with vendors of horizontal software products that may be customized to address needs of the P&C insurance industry.
Additionally, many of our prospective customers operate firmly entrenched legacy systems, some of which have been in operation for decades. Our implementation cycles may be lengthy, variable, and require the investment of significant time and expense by our customers. These expenses and associated operating risks attendant on any significant process re-engineering and new technology implementation, may cause customers to prefer maintaining legacy systems. Also, maintaining these legacy systems may be so time consuming and costly for our potential customers that they do not have adequate resources to devote to the purchase and implementation of our products. We also compete against technology consulting firms that either helped create such legacy systems or may own, in full or in part, subsidiaries that develop software and systems for the P&C insurance industry.
As we expand our product portfolio, we may begin to compete with software and service providers we have not competed against previously. Such potential competitors offer data and analytics tools that may, in time, become more competitive with our offerings.
If our competitors’ products, services, or technologies become more accepted than our solutions, if they are successful in bringing their products or services to market earlier than we are, if their products or services are more technologically capable than ours (including, without limitation, as a result of new or better use of evolving AI technologies, such as generative AI), or if customers replace our solutions with custom-built software, then our revenue could be adversely affected.


We expect the intensity of competition to remain high in the future, as the amount of capital invested in current and potential competitors, including insurtech companies, has increased significantly in recent years. As a result, our competitors or potential competitors may develop improved product or sales capabilities, or even a technology breakthrough that disrupts our market. Table of ContentsAs a result, our competitors or potential competitors may develop improved product or sales capabilities, or even a technology breakthrough that disrupts our market. Continuing intense competition could result in increased pricing pressure, increased sales and marketing expenses, and greater investments in research and development, each of which could negatively impact our profitability. In addition, the failure to increase, or the loss of, market share would harm our business, results of operations, financial condition, and/or future prospects. Our larger current and potential competitors may be able to devote greater resources to the development, promotion, and sale of their services and products than we can devote to ours, which could allow them to respond more quickly than we can to new technologies and changes in customer needs, thus leading to their wider market acceptance. We may not be able to compete effectively and competitive pressures may prevent us from acquiring and maintaining the customer base necessary for us to increase our revenue and profitability.
In addition, the insurance industry is evolving rapidly, and we anticipate the market for cloud-based solutions will become increasingly competitive. If our current and potential customers move a greater proportion of their data and computational needs to the cloud, new competitors may emerge that offer services either comparable or better suited than ours to address the demand for such cloud-based solutions, which could reduce demand for our offerings. To compete effectively we will likely be required to increase our investment in research and development, as well as the personnel and third-party services required to improve reliability and security and lower the cost of delivery of our cloud-based solutions. New competitors are able to develop cloud-based solutions without the cost of maintaining or migrating existing solutions and satisfying existing customer requirements, which may allow them to introduce new services and products more quickly and on more efficient technologies than us. This may increase our costs more than we anticipate and may adversely impact our results of operations.
Our current and potential competitors may also establish cooperative relationships among themselves or with third parties to further enhance their resources and offerings. Current or potential competitors may be acquired by other vendors or third parties with greater available resources. As a result of such acquisitions, our current or potential competitors might be more able than we are to adapt quickly to new technologies and customer needs, to devote greater resources to the promotion or sale of their products, to initiate or withstand substantial price competition, or to take advantage of emerging opportunities by developing and expanding their product offerings more quickly than we can. As a result of such acquisitions, our current or potential competitors might be more able than we are to adapt quickly to new technologies and customer needs, to devote greater resources to the promotion or sale of their services and products, to initiate or withstand substantial price competition, or to take advantage of emerging opportunities by developing and expanding their product and service offerings more quickly than we can. Additionally, they may hold larger portfolios of patents and other intellectual property rights as a result of such relationships or acquisitions. If we are unable to compete effectively with these evolving competitors for market share, our business, results of operations, and financial condition could be materially and adversely affected.
Failure to manage our expanding operations effectively could harm our business.
We have experienced consistent growth and expect to continue to expand our operations, including the number of employees and the locations and scope of our international operations. In particular, we have been expanding and plan to continue to expand our operations in India. Additionally, we operate a hybrid work environment in which a large portion of our workforce works either in-person on a part-time basis or remotely on a permanent basis, which brings challenges to managing our business and workforce. Additionally, we have transitioned to a hybrid work environment in which a large portion of our workforce works either in-person on a part-time basis or remotely on a permanent basis, which brings new challenges to managing our business and workforce. This expansion and hybrid work environment has placed, and will continue to place, a significant strain on our operational and financial resources and our personnel. This expansion and changing work environment has placed, and will continue to place, a significant strain on our operational and financial resources and our personnel. To manage our anticipated future operational expansion effectively, we must continue to maintain and may need to enhance our information technology and cybersecurity infrastructure and financial and accounting systems and controls, and manage expanded operations and employees in geographically distributed locations. Our growth could require significant capital expenditures and may divert financial resources from other projects, such as the development of new, enhanced, or more secure products or investments in cloud operations. If we increase the size of our organization without experiencing an increase in sales of our products, we will experience reductions in our gross and operating margins and net income. If we increase the size of our organization without experiencing an increase in sales of our services and products, we will experience reductions in our gross and operating margins and net income. If we are unable to effectively manage our expanding operations or hybrid work environment, our expenses may increase more than expected, our revenue could decline or grow more slowly than expected, and we may be unable to implement our business strategy.
Our large customers have substantial negotiating leverage, which may require that we agree to terms and conditions that result in increased cost of sales, decreased revenue, and lower average selling prices and gross margins, all of which could harm our results of operations.
Some of our customers include the world’s largest P&C insurers. These customers have significant bargaining power when negotiating new licenses or subscriptions or renewals of existing agreements, and have the ability to buy similar products from other vendors or develop such systems internally. These customers have and may continue to seek advantageous pricing and other commercial and performance terms that may require us to develop additional features in the products we sell to them or add complexity to our customer agreements. These customers may also delay making payments under existing agreements, or at renewal, in an attempt to obtain more favorable terms from us. We have been required to, and may again be required to, reduce the average selling price and ARR of our products, along with agreeing to steeper ramps that delay reaching fully


ramped ARR, in response to these pressures. If we are unable to avoid reducing our average selling prices or ARR, our results of operations could be harmed.
Issues in the development and use of AI, combined with an uncertain regulatory environment, may result in reputational harm, liability, or other adverse consequences to our business operations.

We use, and are continuously incorporating, machine learning and AI technologies in our offerings and business, and we are making investments in expanding our AI capabilities in our products, professional services, and tools, including the ongoing deployment and improvement of existing machine learning and AI technologies, as well as developing new product features using generative and other AI technologies.We use machine learning and AI technologies in our offerings and business, and we are making investments in expanding our AI capabilities in our products, services, and tools, including ongoing deployment and improvement of existing machine learning and AI technologies, as well as developing new product features using generative AI technologies. AI technologies are complex, and generative AI technologies, in particular, are rapidly evolving. AI technologies are complex and generative AI technologies, in particular, are rapidly evolving. We face significant competition from other companies as well as an evolving regulatory landscape in relation to these technologies. We face significant competition from other companies as well as an evolving regulatory landscape in relation to these technologies. The introduction of AI technologies, including generative AI, into new or existing products may result in new or enhanced governmental or regulatory scrutiny, litigation, confidentiality or security risks, privacy concerns, ethical challenges, or other complications that could adversely affect our business, reputation, or financial results.

The complexity of our products that incorporate machine learning and AI technologies could result in unforeseen delays or expenses, or undetected defects, bugs, or security vulnerabilities, which may harm the market acceptance of new products, damage our reputation with current or prospective customers, cause significant remediation expenses, and may harm our business, results of operations, and financial condition. Our products may contain defects when they are first introduced or as new versions or enhancements are released, or their release may be delayed due to unforeseen difficulties during development. Additionally, our products may have undiscovered vulnerabilities that could be exploited by hackers or other malicious actors, potentially exposing our customers to adverse consequences.

The intellectual property ownership and license rights, including without limitation, copyright, surrounding AI technologies generally, and generative AI technologies specifically, has not been fully addressed by competent legal tribunals or applicable laws or regulations. The intellectual property ownership and license rights, including without limitation copyright, surrounding AI technologies generally, and generative AI technologies specifically, has not been fully addressed by competent legal tribunals or applicable laws or regulations. Further, the use or adoption of third-party AI technologies, including generative AI technologies, into our products may result in exposure to claims of copyright infringement or other intellectual property-related causes of action. Further, the use or adoption of third-party AI technologies, including generative AI technologies, into our products and services may result in exposure to claims of copyright infringement or other intellectual property-related causes of action.

The uncertainty around new and emerging AI technologies, such as generative AI, may require additional investment in the development and maintenance of proprietary datasets and machine learning models, development of new approaches and processes to provide attribution or remuneration to creators of training data, and development of appropriate protections and safeguards for handling the use of customer data with such technologies, which may be costly and could impact our expenses if we decide to expand AI technologies, including generative AI, into our product offerings.Uncertainty around new and emerging AI technologies, such as generative AI, may require additional investment in the development and maintenance of proprietary datasets and machine learning models, development of new approaches and processes to provide attribution or remuneration to creators of training data, and development of appropriate protections and safeguards for handling the use of customer data with such technologies, which may be costly and could impact our expenses if we decide to expand AI technologies, including generative AI, into our product offerings. AI technologies, including without limitation generative AI, may create content that appears facially correct but is factually inaccurate or flawed. Our customers, employees, or others may rely on or use such factually incorrect or flawed content to their detriment, which may expose us to brand or reputational harm, competitive harm, and/or legal liability. Our customers or others may rely on or use such factually incorrect or flawed content to their detriment, which may expose us to brand or reputational harm, competitive harm, and/or legal liability. In all events, the development, marketing and use of AI technologies, including, in particular, generative AI, presents emerging ethical and social issues, and if we enable or offer solutions that draw scrutiny or controversy due to their perceived or actual impact on customers or on society as a whole, we may experience brand or reputational harm, competitive harm, additional costs, and/or legal liability. If our AI development, deployment, content labeling or governance is ineffective or inadequate, it may result in incidents that impair the public acceptance of AI solutions or cause harm to individuals, customers or society, or result in our offerings not working as intended or producing unexpected outcomes.

Further, the development of next-generation solutions that utilize new and advanced features, including AI and machine learning, involves making predictions regarding the willingness of the market to adopt such technologies over legacy solutions. We may be required to commit significant resources to developing new products before knowing whether such investment will result in products that the market will accept.
We may fail to set the optimal pricing and packaging of our products, which could negatively impact our growth strategy and ability to effectively compete in the market.
We may face challenges in selling our solutions to insurers that have internally developed their own proprietary software solutions, and we face competition from emerging and established vendors. As a result, these companies may offer lower prices, additional products or services, or other incentives that may impact our ability to maintain our prices.
The market for our products is constantly evolving, and our pricing and packaging decisions are made based on the best information available at the time, but may change significantly in the future from our expectations. We are continually analyzing and refining our pricing and packaging models to adapt to this dynamic environment. For example, we may need to change our pricing in future periods in response to market demands, the inflation and interest rate environment or increased


costs. Our contracts are often multi-year in duration and our inability to foresee changing events could impact the profitability of certain contracts. Further, as competitors introduce new products that compete with ours or reduce their prices, we may be unable to attract new customers or retain existing customers based on our historical pricing. As we expand internationally, we also must determine the appropriate price to enable us to compete effectively in each market. In addition, if our mix or bundle of products sold changes, then we may need to, or choose to, revise our pricing. As a result, we may be required or choose to reduce our prices or change our pricing model, which could harm our business, results of operations, and financial condition. In addition, we cannot predict whether our current or prospective customers, or the market in general, will accept these changes. If these adjustments do not gain acceptance, our business and operational results could be adversely affected. Failure to identify an optimal pricing and packaging strategy may harm our business and operational outcomes. Should customers reject our new or modified pricing plans, we may face increasing challenges in attracting new customers and retaining existing ones, particularly if we apply new pricing models to current customer subscriptions.
Our business depends on customers renewing and expanding their license, support, and subscription contracts for our products. A decline in our customer renewals and expansions could harm our future results of operations.
Our customers have no obligation to renew their term licenses or subscriptions after their contract period expires, and these licenses and subscriptions, if renewed, may be done so on less favorable terms. Moreover, under certain circumstances, our customers have the right to cancel their licenses or subscriptions before they expire. We may not accurately predict future trends in customer renewals. Our customers’ renewal rates may fluctuate or decline because of several factors, including their satisfaction or dissatisfaction with our products, the prices of our products, the prices of products offered by our competitors, reduction in our customers’ business including their DWP, reductions in our customers’ spending levels due to the macroeconomic environment or other factors, or the sale of their operations to a buyer that is not a current customer. Our customers’ renewal rates may fluctuate or decline because of several factors, including their satisfaction or dissatisfaction with our services and products, the prices of our services and products, the prices of services and products offered by our competitors, reduction in our customers’ business including their DWP, reductions in our customers’ spending levels due to the macroeconomic environment or other factors, or the sale of their operations to a buyer that is not a current customer.
Also, in some cases, our customers have a right to exercise a perpetual buyout of their term licenses at the end of the initial contract term, which if exercised would eliminate future term license revenue. If our customers do not renew their term licenses or subscriptions for our solutions or renew on less favorable terms, our revenue may decline or grow more slowly than expected and our profitability may be harmed.
Seasonal sales patterns may cause significant fluctuations in our results of operations and cash flows and may prevent us from achieving our quarterly or annual forecasts, which may cause our stock price to decline.
We generally see increased new orders in our fourth fiscal quarter, which is the quarter ending July 31, due to efforts by our sales team to achieve annual incentives. As a result, a significantly higher percentage of our annual license revenue and cash receipts have historically been recognized in our fourth fiscal quarter. Since a substantial majority of our license revenue has annual renewals after the initial term of the contract, we expect to continue to experience this seasonality effect in subsequent years. Because of the upfront nature of revenue recognition for new multi-year term licenses and multi-year term license renewals, any quarter in which a significant agreement of this nature is signed, renewed, cancelled, or not renewed when scheduled to do so may be impacted.
We currently anticipate that sales of, and revenue from, subscription services will continue to increase in the future. Subscriptions are recognized ratably over the term of the agreement after provisioning of the service. Over time, this may reduce the impact of our historic revenue seasonality, but in the near term the introduction of proportionally more subscription services into our revenue stream, together with their delayed and ratable recognition, will likely impact quarter-over-quarter and year-over-year revenue growth comparisons. Cash flow expectations and comparisons will most likely remain concentrated in the fourth fiscal quarter and could also be impacted because of the ramped nature of the annual installments of these multi-year subscription services arrangements. Additionally, ARR, which reflects the annualized recurring value of active customer contracts at the end of a reporting period, will be impacted by the seasonality of new sales orders, even if the revenue is recognized ratably.
Our quarterly growth in revenue or ARR also may not coincide with new orders or cash flows in a given quarter, which could mask the impact of seasonal variations. This mismatch is primarily due to the following reasons:
our subscription arrangements are recognized ratably and only a portion, if any, of the revenue from an order is recognized in the same fiscal period of the order;
subscription arrangements generally have ramped invoicing schedules over the initial term, which affects ARR and cash flows, but revenue is recognized ratably over the initial term;
our term license agreements and multi-year term license renewals generally have annual billing arrangements even though revenue is recognized upfront for the entire committed term;
as customers enter into a subscription agreement to migrate from an existing term license agreement or as we invest in certain cloud implementations to assist our customers with their migration to our cloud services, the


timing of revenue recognition may be impacted by the allocation of revenue between different performance obligations;
we may enter into agreements with future product delivery requirements, specified terms for product upgrades or functionality, acceptance terms, early termination rights, or unconditional return rights, which may require us to delay revenue recognition for a period of time; and
revenue recognition may not occur in the period when the order is placed due to certain revenue recognition criteria not being met, such as delivery of the software or providing access to the subscription services.
Additionally, seasonal patterns may be affected by the timing of particularly large transactions and the number of renewals in a given quarter. Seasonal and other variations may cause significant fluctuations in our revenue, ARR, results of operations and cash flows, may make it challenging for an investor to predict our performance on a quarterly basis, and may prevent us from achieving our quarterly or annual forecasts or meeting or exceeding the expectations of research analysts or investors, which in turn may cause our stock price to decline.
If we are unable to develop, introduce, and market new and enhanced versions of our products, we may be put at a competitive disadvantage.If we are unable to develop, introduce, and market new and enhanced versions of our services and products, we may be put at a competitive disadvantage.
Our success depends on our continued ability to develop, introduce, and market new and enhanced versions of our products to meet evolving customer requirements. Because our products are complex and require rigorous testing, new features, new functionality, and updates to our existing products can take significant time and resources to develop and bring to market. Because some of our services and products are complex and require rigorous testing, new features, new functionality, and updates to our existing products and services can take significant time and resources to develop and bring to market. As we expand internationally, our products must be modified and adapted to comply with regulations and other requirements of the countries in which our customers do business. Additionally, market conditions may dictate that we change the delivery method of our products or the technology platform underlying our existing products or that new products be developed on different technology platforms, potentially adding material time and expense to our development cycles. Additionally, market conditions may dictate that we change the delivery method of our services and products or the technology platform underlying our existing services and products or that new services and products be developed on different technology platforms, potentially adding material time and expense to our development cycles. The nature of these development cycles may cause us to experience delays between the time we incur expenses associated with research and development and the time we generate revenue, if any, from such expenses.
If we fail to develop new products, enhance our existing products, or manage our products in the cloud, our business could be adversely affected, especially if our competitors are able to introduce products with enhanced functionality in the cloud.If we fail to develop new services and products, enhance our existing services and products, or migrate our products to the cloud, our business could be adversely affected, especially if our competitors are able to introduce services and products with enhanced functionality in the cloud. It is critical to our success for us to anticipate changes in technology, industry standards and regulations, and customer requirements and to successfully introduce new, enhanced, and competitive products to meet our customers’ and prospective customers’ needs on a timely basis. We have invested and intend to increase investments in research and development and cloud operations to meet these challenges. Revenue may not be sufficient to support the future product development that is required for us to remain competitive. If we fail to develop products in a timely manner that are competitive in technology and price or develop products that fail to meet customer demands, our market share will decline and our business and results of operations could be harmed. If we fail to develop services and products in a timely manner that are competitive in technology and price or develop services and products that fail to meet customer demands, our market share will decline and our business and results of operations could be harmed. If our development efforts do not develop services, products or features that our customers find valuable, then we might incur impairment charges related to our capitalized software development costs.


We operate a hybrid in-person and remote workforce, which will subject us to certain operational challenges and risks and potential harm to our business.
We operate a hybrid work environment in which a significant portion of our workforce works either in-person on a part-time basis or remotely on a permanent basis.We have transitioned to a hybrid work environment in which a significant portion of our workforce works either in-person on a part-time basis or remotely on a permanent basis. As a result, we are subject to the challenges and risks of having a remote and hybrid workforce. For example, certain security systems in homes or other remote workplaces may be less secure than those used in our offices, which may subject us to increased security risks, including cybersecurity-related events, and expose us to risks of data or financial loss and associated disruptions to our business operations. Members of our workforce who work remotely may not have access to technology that is as robust as that in our offices, which could cause the networks, information systems, applications, and other tools available to those remote workers to be more limited or less reliable than in our offices. We may also be exposed to risks associated with the locations of remote workers, including compliance with local laws and regulations or exposure to compromised internet infrastructure. Allowing members of our workforce to work remotely may create intellectual property risk if employees create intellectual property on our behalf while residing in a jurisdict