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FDS, §1A diff (2019 → 2020)

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ITEM 1A. RISK FACTORS The following risks could materially and adversely affect our business, financial condition, cash flows, and results of operations and, as a result, the trading price of our common stock could decline. These risk factors do not identify all risks that we face; our operations could also be affected by factors that are not presently known to us or that we currently consider to be immaterial to our operations. Due to risks and uncertainties, known and unknown, our past financial results may not be a reliable indicator of future performance, and historical trends should not be used to anticipate results or trends in future periods. Investors should also refer to the other information set forth in this Annual Report on Form 10-K, including Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations and the Company’s Consolidated Financial Statements including the related Notes. Investors should carefully consider all risks, including those disclosed here, before making an investment decision. Technology & Data Security Risks Loss, corruption and misappropriation of data and information relating to clients and others Many of our products, as well as our internal systems and processes, involve the storage and transmission of our own, as well as supplier and customer, proprietary information and sensitive or confidential data. This includes data from client portfolios and strategies. Breaches of this confidentiality, should they occur, could result in the loss of clients and termination of arrangements with suppliers for the use of their data. If we fail to maintain the adequacy of our internal data controls, unauthorized access or misappropriation of client or supplier data by an employee or an external third-party could occur. Additionally, the maintenance and enhancement of our systems may not be completely effective in preventing loss, unauthorized access or misappropriation. Data misappropriation, unauthorized access or data loss could instill a lack of confidence in our products and systems and damage our brand, reputation and business. Breaches of security measures could expose us, our clients or the individuals affected to a risk of loss or misuse of this information, potentially resulting in litigation and liability for us, as well as the loss of existing or potential clients. Many jurisdictions in which we operate have laws and regulations relating to data privacy and protection of personal information, including the European Union General Data Protection Regulation, which became effective May 25, 2018, and California's Consumer Privacy Act, which became effective January 1, 2020. Both require companies to satisfy requirements regarding the handling of personal and sensitive data, including our use, protection and the ability of persons whose data is stored to correct or delete such data about themselves. The law in this area continues to develop and the changing nature of privacy laws could impact our processing of personal and sensitive information related to our content, operations, employees, clients, and suppliers, and may expose us to claims of violations. Successful cyber-attacks and the failure of cyber-security systems and procedures In providing our digital-enabled services to clients, we rely on information technology infrastructure that is managed internally along with placing reliance on third-party service providers. We and these third-party service providers are subject to the risks of system failures and security breaches, including cyber-attacks, such as phishing scams, viruses and denials of service attacks, as well as employee errors or malfeasance. Our and our vendors' use of mobile and cloud technologies may increase our risk for such threats. Our protective systems and procedures and those of third parties to which we are connected, such as cloud computing providers, may not be effective against these threats. Our information technology systems must be constantly updated and patched to protect against known vulnerabilities and to optimize performance. Our contracts with service providers typically require them to implement and maintain adequate security controls, but we may not have the ability to effectively monitor these security measures. As a result, inadequacies of the third party security technologies and practices may not be detected until after a security breach has occurred. We could suffer significant damage to our brand and reputation: if a cyber-attack or other security incident were to allow unauthorized access to, or modification of, clients’ or suppliers’ data, other external data, internal data or information technology systems; if the services provided to clients were disrupted; or if products or services were perceived as having security vulnerabilities. The costs we would incur to address and resolve these security incidents would increase our expenses. These types of security incidents could also lead to lawsuits, regulatory investigations and claims, loss of business and increased legal liability. We also make acquisitions periodically. While significant effort is placed on addressing information technology security issues with respect to the acquired companies, we may inherit such risks when these acquisitions are integrated into our infrastructure. A prolonged or recurring outage at our data centers and other business continuity disruptions at facilities could result in reduced service and the loss of clients Our clients rely on us for the delivery of time-sensitive, up-to-date data and applications. Our business is dependent on our ability to process substantial volumes of data and transactions rapidly and efficiently on our computer-based networks and systems. If we experience significant growth of our customer base or increases in the number of products or services or in the speed at which we are required to provide products and services, it may strain our systems. Additionally, our systems and networks may become strained due to aging or end-of-life technology that we have not yet updated or replaced. Our computer operations, as well as our other business centers, and those of our suppliers and clients, are vulnerable to interruption by fire, natural disaster, power loss, telecommunications failures, terrorist attacks, acts of war, civil unrest, Internet failures, computer viruses, security breaches, and other events beyond our reasonable control. We maintain back-up facilities and certain other redundancies for each of our major data centers to minimize the risk that any such event will disrupt those operations. However, a loss of our services involving our significant facilities may materially disrupt our business and may induce our clients to seek alternative data suppliers. Any such losses or damages we incur could have a material adverse effect on our business. Although we seek to minimize these risks through security measures, controls, back-up data centers and emergency planning, there can be no assurance that such efforts will be successful or effective. Additionally, we may also face significant increases in our use of power and data storage and may experience a shortage of capacity and increased costs associated with such usage. Transition to new technologies, applications and processes could expose us to unanticipated disruptions The technology landscape is constantly evolving. To remain competitive, we must adapt and migrate to new technologies, applications and processes. Use of more advanced technologies and infrastructure is critical to the development of our products and services, the scaling of our business for future growth, and the accurate maintenance of our data and operations. The implementation of new technologies and infrastructure, such as migration to new cloud-based systems, is complex and can involve substantial expenditures as well as risks inherent in the conversion to any new system, including potential loss of information and disruption to operations. We may experience unanticipated interruption and delay in the performance and delivery of certain of our products and services. Certain of our technologies are also dependent upon third party providers to maintain adequate systems to protect the security of our confidential information and data. Failure by our providers to maintain appropriate security could result in unauthorized access to our systems or a network disruption that could further lead to improper disclosure of confidential information or data, regulatory penalties and remedial costs. Any disruption to either the provider’s systems or the communication links between us and the provider could negatively affect our ability to operate our data systems and could impair our ability to provide services to our clients. If the services to our clients are disrupted, or if there is unauthorized access to the confidential information of our clients or our vendors, we could suffer significant damage to our brand and reputation and lose clients. As we increase our reliance on third party systems, our exposure to damages from services disruptions may increase, and we may incur additional costs to remedy damages caused by these disruptions. Use of open source software could introduce security vulnerabilities, impose unanticipated restrictions on our ability to commercialize our products and services, and subject us to increased costs We use open source code in our software development and incorporate it into our products and internal systems. The use of open source code may entail greater risks than the use of third-party commercial software. Open source licensors generally do not provide warranties or other contractual protections regarding infringement claims or the quality or security of the code. Some open source licenses provide that if we combine our proprietary applications with the open source software in a certain manner, we could be required to release the source code of our proprietary applications to the public. This would allow our competitors to create similar products with less development effort and time and ultimately put us at a competitive disadvantage. We have implemented procedures to control the use of source code so was to mitigate this risk; however, the terms of many open source licenses are also ambiguous and have not been interpreted by U.S. or other courts. Therefore, there is a risk that our internal procedures controlling the use of open source code could fail, or that the licenses could be construed in a manner that imposes unanticipated conditions or restrictions on us. If any of this were to occur, we could be required to seek alternative third-party licenses at increased costs or reduced scope, to re-engineer products or systems, or potentially to discontinue the licensing of certain products. Any remedial actions could divert resources away from our development efforts, be time intensive and have a significant cost. Strategy & Market Demand Risks Competition in our industry may cause price reductions or loss of market share We continue to experience intense competition across all markets for our products, with competitors ranging in size from smaller, highly specialized, single-product businesses to multi-billion-dollar companies. While we believe the breadth and depth of our suite of products and applications offer benefits to our clients that are a competitive advantage, our competitors may offer price incentives to attract new business. Future competitive pricing pressures may result in decreased sales volumes and price reductions, resulting in lower revenue. Weak economic conditions may also result in clients seeking to utilize lower-cost information that is available from alternative sources. The impact of cost-cutting pressures across the industries we serve could lower demand for our products. Clients within the financial services industry that strive to reduce their operating costs may seek to reduce their spending on financial market data and related services, such as ours. If our clients consolidate their spending with fewer suppliers, by selecting suppliers with lower-cost offerings or by self-sourcing their needs for financial market data, our business could be negatively affected. The continued shift from active to passive investing could negatively impact user count growth and revenue The predominant investment strategy today is still active investing, which attempts to outperform the market. The main advantage of active management is the expectation that the investment managers will be able to outperform market indices. They make informed investment decisions based on their experiences, insights, knowledge and ability to identify opportunities that can translate into superior performance. The main advantage of passive investing is that it closely matches the performance of market indices. Passive investing requires little decision-making by investment managers and low operating costs which result in lower fees for the investor. A continued shift to passive investing, resulting in an increased outflow to passively managed index funds, could reduce demand for the services of active investment managers and consequently, the demand of our clients for our services. A decline in equity and/or fixed income returns may impact the buying power of investment management clients Approximately 84% of our ASV is derived from our investment management clients. The profitability and management fees of these clients are tied to assets under management. An equity market decline not only depresses the value of assets under management but also could cause a significant increase in redemption requests from our clients’ customers, further reducing their assets under management. Reduced client profits and management fees may cause our clients to cut costs. Moreover, extended declines in the equity and fixed income markets may reduce new fund or client creation. Each of these developments may result in lower demand from investment managers for our services and workstations, which could negatively affect our business. Uncertainty in the global economy and consolidation in the financial services industry may cause us to lose clients and users Many of our clients are investment banks, asset managers, wealth advisors, and other financial services entities. Uncertainty in the global economy or a lack of confidence in the global financial system could negatively impact our clients, which could cause a corresponding negative impact on our business results. Mergers, consolidation or contraction of our clients in the financial services industry also could directly impact the number of clients and prospective clients and users of our products and services. If our clients merge with or are acquired by other entities that are not our clients, or that use fewer of our products and services, they may discontinue or reduce their use of our products and services. Thus, economic uncertainty, lack of confidence in the global financial system, and consolidation in this sector could adversely affect our business, financial results and future growth. Volatility in the financial markets may delay the spending pattern of clients and reduce future ASV growth The decision on the part of large institutional clients to purchase our services often requires management-level sponsorship and typically depends upon the size of the client, with larger clients having more complex and time-consuming purchasing processes. The process is also influenced by market volatility. These characteristics often lead us to engage in relatively lengthy sales efforts. Purchases (and incremental ASV) may therefore be delayed as uncertainties in the financial markets may cause clients to remain cautious about capital and data content expenditures, particularly in uncertain economic environments. The COVID-19 pandemic may increase this risk as it may curtail our client's spending and lead them to delay or defer purchasing decisions or product service implementations, or cause them to cancel or reduce their spending with us, which could negatively impact our revenues and future growth. Failure to develop and market new products and enhancements that maintain our technological and competitive position and failure to anticipate and respond to changes in the marketplace for our products and customer demands The market for our products is characterized by rapid technological change, including methods and speed of delivery, changes in client demands, development of new investment instruments and evolving industry standards. The direction of these trends can render our existing products less competitive, obsolete or unmarketable. As a result, our future success will continue to depend upon our ability to identify and develop new products and enhancements that address the future needs of our target markets and to respond to their changing standards and practices. We may not be successful in developing, introducing, marketing, licensing and implementing new products and enhancements on a timely and cost-effective basis or without impacting the stability and efficiency of existing products and customer systems. Further, any new products and enhancements may not adequately meet the requirements of the marketplace or achieve market acceptance. We must make long-term investments and commit significant resources before knowing whether these investments will eventually result in products and services that satisfy our clients' needs and generate revenues required to provide the desired results. Our failure or inability to anticipate and respond to changes in the marketplace, including competitor and supplier developments, may also adversely affect our business, operations and growth. Errors or defects can exist at any point in a product's life cycle, but are more frequently found after the introduction of new products or enhancements to existing products. Despite internal testing and testing by clients, our products may contain errors. We may also experience delays while developing and introducing new products for various reasons, such as difficulties in licensing data inputs. Defects, errors, or delays in our products that are significant, or are perceived to be significant, could result in rejection or delay in market acceptance, damage to our reputation, loss of revenue, lower rate of license renewals or upgrades, diversion of development resources, product liability claims or regulatory actions, or increases in service and support costs. We have provisions in our client contracts to limit our exposure to potential liability claims brought by clients based on the use of our products or services or our delay or failure to provide services. Contracts with customers also increasingly include service level requirements and audits rights to review our security. Many of our customers in the financial services sector are also subject to regulations and requirements to adopt risk management processes commensurate with the level of risk and complexity of their third-party relationships, and provide rigorous oversight of relationships that involve certain "critical activities," some of which may be deemed to be provided by us. Any failure on our part to comply with the specific provisions in customer contracts could result in the imposition of various penalties, which may include termination of contracts, service credits, suspension of payments, contractual penalties, adverse monetary judgments, and, in the case of government contracts, suspension from future government contracting. Even if the outcome of any claims brought against us were ultimately favorable, such a claim would require the time and attention of our management, personnel, as well as financial and other resources and potentially pose a significant disruption to our normal business operations. Failure to identify, integrate, or realize anticipated benefits of acquisitions and strains on resources as a result of growth There can be no assurance that we will be able to identify suitable candidates for successful acquisition at acceptable prices. Additionally, there may be integration risks or other risks resulting from acquired businesses. Our ability to achieve the expected returns and synergies from past and future acquisitions and alliances depends in part upon our ability to integrate the offerings, technology, sales, administrative functions and personnel of these businesses effectively into our core business. We cannot guarantee that our acquired businesses will perform at the levels anticipated. In addition, past and future acquisitions may subject us to unanticipated risks or liabilities or disrupt operations. Growth, such as the addition of new clients and acquisitions, puts demands on our resources, including our internal systems and infrastructure. These may require improvements or replacement to meet the additional demands of a larger organization. Further, the addition of new clients and the implementation of such improvements would require additional management time and resources. These needs may result in increased costs that could negatively impact results of operations. Failure to implement needed improvements, such as improved scalability, could result in a deterioration in the performance of our internal systems and negatively impact the performance of our business. Failure to maintain reputation We enjoy a positive reputation in the marketplace. Our ability to attract and retain clients and employees is affected by external perceptions of our brand and reputation. Reputational damage from negative perceptions or publicity could affect our ability to attract and retain clients and employees and our ability to maintain our pricing for our products. Although we monitor developments for areas of potential risk to our reputation and brand, negative perceptions or publicity could have a material adverse effect on our business and financial results. Operational Risks Failure to enter into, renew or comply with contracts supplying new and existing data sets or products on competitive terms We collect and aggregate third-party content from thousands of data suppliers, news sources, exchanges, brokers and contributors into our own dedicated online service, which clients access to perform their analyses. We combine the data from these sources into our own dedicated databases. Clients have access to the data and content found within our databases. These databases are important to our operations as they provide clients with key information. We have entered into third-party content agreements of varying lengths, which in some cases can be terminated on one year’s notice at predefined dates, and in other cases on shorter notice. Some of our content provider agreements are with competitors, who may attempt to make renewals difficult or expensive. We seek to maintain favorable contractual relationships with our data suppliers, including those that are also competitors. However, we cannot control the actions and policies of our data suppliers and we may have data suppliers who provide us with notice of termination, or exclude or restrict us from use of their content, or only license such content at prohibitive cost. Additionally, despite our efforts to comply with our third-party data supplier agreements, there can be no assurances that third parties may not challenge our use of their content, which could result in increased licensing costs, loss of rights, and costly legal actions. Certain data sets that we rely on have a limited number of suppliers, although we make every effort to assure that, where reasonable, alternative sources are available. We are not dependent on any one third-party data supplier in order to meet the needs of our clients. No single vendor or data supplier represented more than 10% of our total data costs during fiscal 2020, except for one vendor, which is a supplier of risk models and portfolio optimizer data to FactSet and represented 11% of our data costs in fiscal 2020. Our failure to be able to maintain these relationships, or the failure of our suppliers to deliver accurate data or in a timely manner, or the occurrence of a dispute with a vendor over use of their content, could increase our costs and reduce the type of content and products available to our clients, which could harm our reputation in the marketplace and adversely affect our business. Increased accessibility to free or relatively inexpensive information sources may reduce demand for our products Each year, an increasing amount of free or relatively inexpensive information becomes available, particularly through the Internet, and this trend may continue. The availability of free or relatively inexpensive information may reduce demand for our products. While we believe our service offering is distinguished by such factors as customization, timeliness, accuracy, ease-of-use, completeness and other value-added factors, if users choose to obtain the information they need from public or other sources, our business and results of operations could be adversely affected. Inability to hire and retain key qualified personnel Our business is based on successfully attracting, motivating and retaining talented and diverse employees. Creating a diverse and inclusive environment that promotes empowerment and engagement is key to our ability to attract, retain, and develop talent. Competition for talent, especially engineering personnel, is strong. We need technical resources such as engineers to help develop new products and enhance existing services. We rely upon sales personnel to sell our products and services and maintain healthy business relationships. Our future success also is dependent on the continued service and performance of the members of our senior leadership team. All of these personnel possess business and technical capabilities that are difficult to replace. If we are unsuccessful in our recruiting efforts, or if we are unable to retain key employees, our ability to develop and deliver successful products and services may be adversely affected and could have a material, adverse effect on our business. Operations outside the United States involve additional requirements and burdens that we may not be able to control or manage successfully In fiscal 2020, approximately 41% of our revenue related to operations located outside the U.S. In addition, a significant number of our employees, approximately 76%, are located in offices outside the U.S. We expect our growth to continue outside the U.S., with non-U.S. revenues accounting for an increased portion of our total revenue in the future. Our non-U.S. operations involve risks that differ from or are in addition to those faced by our U.S. operations. These risks include difficulties in developing products, services and technology tailored to the needs of non-U.S. clients, including in emerging markets; different employment laws and rules; rising labor costs in lower-wage countries; difficulties in staffing and managing personnel that are located outside the U.S.; different regulatory, legal and compliance requirements, including in the areas of privacy and data protection, anti-bribery and anti-corruption, trade sanctions and currency controls, marketing and sales and other barriers to conducting business; social and cultural differences, such as language; diverse or less stable political, operating and economic environments and market fluctuations; civil disturbances or other catastrophic events that reduce business activity; limited recognition of our brand and intellectual property protection; differing accounting principles and standards; restrictions on or adverse tax consequences from entity management efforts; and changes in U.S. or foreign tax laws. If we are not able to adapt efficiently or manage the business effectively in markets outside the U.S., our business prospects and operating results could be materially and adversely affected. The current COVID-19 pandemic and other global public health epidemics may adversely impact our business, our future results of operations and our overall financial performance Our business could be materially and adversely affected by the risk, or the public perception of risk, related to a pandemic or widespread health crisis, such as the current COVID-19 pandemic. A significant outbreak, epidemic or pandemic of contagious diseases in the human population could result in a widespread health crisis adversely affecting the broader economies, financial markets and overall demand for our products. In addition, any preventative or protective actions that governments implement or that we take in respect of a global health crisis such as COVID-19, such as travel restrictions, quarantines or site closures, may interfere with the ability of our employees, vendors, and data suppliers to perform their respective responsibilities and obligations relative to the conduct of our business, including our ability to gather content. Such results could have a material adverse effect on our operations, business, financial condition, results of operations, or cash flows. Our operations have been affected by a range of external factors related to the COVID-19 pandemic that are not within our control. For example, many jurisdictions have imposed a wide range of restrictions on the physical movement of our employees and vendors to limit the spread of COVID-19. If the COVID-19 pandemic has a substantial impact on our employees' or vendors' attendance or productivity, our operations, including our ability to gather content, may suffer, and in turn our results of operations and overall financial performance may be impacted. Furthermore, if our employees incur substantial medical expenses due to COVID-19, our expenses may increase due to our self-funded employee medical insurance model. Our management is focused on mitigating the effects of COVID-19 on our business, which has required and will continue to require a substantial investment of their time and may delay their other efforts. The impact of COVID-19, and the volatile regional and global economic conditions stemming from the pandemic, may also increase the severity or likelihood of the other risks described in this Item, any of which could have a material effect on us. We closely monitor the impact of the COVID-19 pandemic and continually assess its potential effects on our business. Given the dynamic nature of these circumstances, the full impact of the COVID-19 pandemic cannot be reasonably estimated at this time. The extent to which our business, financial condition, results of operations, or cash flows are affected by COVID-19 will depend in part on future developments which cannot be accurately predicted and are uncertain, as there are no comparable recent events that provide guidance as to the potential effect of the spread of a global pandemic. The impact of the COVID-19 pandemic depends upon various uncertainties, including the ultimate geographic spread of the virus, the severity of the virus, the duration of the outbreak, and actions that may be taken by governmental authorities to contain the virus. This situation is changing continually, and additional effects may arise that we are not presently aware of or that we currently do not consider to be significant risks to our operations. If we are not able to respond to and manage the impact of such events effectively, our business and financial condition could be negatively impacted. Refer to Management’s Discussion and Analysis of Financial Condition and Results of Operations - COVID-19 Update for additional information. Legal & Regulatory Risks Legislative and regulatory changes in the environments in which we and our clients operate As a business, we are subject to numerous laws and regulations in the U.S. and in the other countries in which we operate. These laws, rules, and regulations, and their interpretations, may change in the future or conflict, and compliance with these changes may increase our costs or cause us to make changes in or otherwise limit our business practices. In addition, the global nature and scope of our business operations make it more difficult to monitor areas that may be subject to regulatory and compliance risk. If we fail to comply with any applicable law, rule, or regulation, we could be subject to claims and fines and suffer reputational damage. Uncertainty caused by political change globally, and complex relationships across countries, including the U.S. and nations in Europe and Asia, heightens the risk of regulatory uncertainty. Many of our clients operate within a highly regulated environment and must comply with governmental legislation and regulations. The U.S. regulators have increased their focus on the regulation of the financial services industry. Increased regulation of our clients may increase their expenses, causing them to seek to limit or reduce their costs from outside services such as ours. Additionally, if our clients are subjected to investigations or legal proceedings they may be adversely impacted, possibly leading to their liquidation, bankruptcy, receivership, reduction in assets under management, or diminished operations, which would adversely affect our revenue. Recent regulatory changes that we believe might materially impact us and our clients include: MiFID In the European Union, the new version of the Markets in Financial Instruments Directive (recast), also known as "MiFID II" became effective in January 2018. MiFID II built upon many of the initiatives introduced through MiFID and is intended to help improve the functioning of the European Union single market by achieving a greater consistency of regulatory standards. MiFID originally became effective in 2007. We believe that compliance with MiFID II requirements is time-consuming and costly for the investment managers who are subject to it and will cause clients to adapt their pricing models and business practices significantly. These increased costs may impact our clients’ spending and may cause some investment managers to lose business or withdraw from the market, which may adversely affect demand for our services. However, MiFID II may also present us with new business opportunities for new service offerings. We continue to monitor the impact of MiFID II on the investment process and trade lifecycle. We also continue to review the application of key MiFID II requirements and plan to work with our clients to navigate through them. Brexit On January 31, 2020, the United Kingdom formally left the European Union when the UK-EU Withdrawal Agreement became effective. Under the Withdrawal Agreement, a transition period began and will run until December 31, 2020 (but could be extended). The UK and the EU are currently in the process of negotiating a UK-EU free trade deal and the terms of their future relationship, but have so far not been able to finalize their future arrangement. The deadline for these negotiations is the expiry of the transition period and the UK government has made it clear that it will not ask to extend the transition period. At this time, we cannot predict the impact that the future UK-EU arrangements will have on our business and our clients, as it will depend on the longer-term outcome of tariff, trade, regulatory and other negotiations. Although the results of these negotiations are currently unknown, it is possible that new terms may adversely affect our operations and financial results. While we evaluate our own risks and uncertainty related to Brexit, we continue to partner with our clients to help them navigate the fluctuating international markets. This uncertainty may have an impact on our clients’ expansion or spending plans, which may in turn negatively impact our revenue or growth. Adverse resolution of litigation or governmental investigations We are party to lawsuits in the normal course of our business. Litigation and governmental investigations can be expensive, lengthy and disruptive to normal business operations. Moreover, the results of complex legal proceedings are difficult to predict. Unfavorable resolution of lawsuits could have a material adverse effect on our business, operating results or financial condition. For additional information regarding legal matters, see Item 3. Legal Proceedings, of this Annual Report on Form 10-K. Third parties may claim we infringe upon their intellectual property rights or may infringe upon our intellectual property rights We may receive notice from others claiming that we have infringed upon their intellectual property rights. Responding to these claims may require us to enter into royalty and licensing agreements on unfavorable terms, incur litigation costs, enter into settlements, stop selling or redesign affected products, or pay damages and satisfy indemnification commitments with our clients or suppliers under contractual provisions of various license arrangements. Additionally, third parties may copy, infringe or otherwise profit from the unauthorized use of our intellectual property rights, requiring us to litigate to protect our rights. Certain countries may not offer adequate protection of proprietary rights. If we are required to defend ourselves or assert our rights or take such actions mentioned, our operating margins may decline as a result. We have incurred, and expect to continue to incur, expenditures to acquire the use of technology and intellectual property rights as part of our strategy to manage this risk. Additional cost due to tax assessments resulting from ongoing and future audits by tax authorities as well as changes in tax laws In the ordinary course of business, we are subject to changes in tax laws as well as tax examinations by various governmental tax authorities. The global and diverse nature of our business means that there could be additional examinations by governmental tax authorities and the resolution of ongoing and other probable audits which could impose a future risk to the results of our business. In August 2019, we received a Notice of Intent to Assess (the "Notice") additional sales taxes, interest and underpayment penalties from the Commonwealth of Massachusetts Department of Revenue relating to prior tax periods. The Notice follows FactSet’s previously disclosed response to a letter from the Commonwealth requesting additional sales information. Based upon a preliminary review of the Notice, we believe the Commonwealth may assess sales tax, interest and underpayment penalties on previously recorded sales transactions. We intend to contest any such assessment, if assessed, and continue to cooperate with the Commonwealth’s inquiry. Due to uncertainty surrounding the assessment process, we are unable to reasonably estimate the ultimate outcome of this matter and, as such, have not recorded a liability as of August 31, 2020. We believe that we ultimately will prevail if we are presented with a formal assessment; however, if we do not prevail, the amount could have a material impact on our consolidated financial position, cash flows and results of operations. Changes in tax laws or the terms of tax treaties in a jurisdiction where we are subject to tax could increase our taxes payable. On December 22, 2017, the U.S. Tax Cuts and Jobs Act, ("TCJA") was signed into law. The TCJA enacted broad changes to the U.S. Internal Revenue code, including reducing the federal corporate income tax rate from 35% to 21%, among many other complex provisions. The ultimate impact of such tax reform may differ from our current estimate due to changes in interpretations and assumptions made by us, as well as the issuance of further regulations or guidance, or further legislative changes to the U.S. Internal Revenue code. Financial Market Risks Exposure to fluctuations in currency exchange rates and the failure of hedging arrangements Due to the global nature of our operations, we conduct business outside the U.S. in several currencies including the British Pound Sterling, Euro, Indian Rupee, and Philippine Peso. To the extent our international activities increase in the future, our exposure to fluctuations in currency exchange rates may increase as well. To manage this exposure, we utilize derivative instruments (such as foreign currency forward contracts). By their nature, all derivative instruments involve elements of market and credit risk. The market risk associated with these instruments resulting from currency exchange movements is expected to offset the market risk of the underlying transactions, assets and liabilities being hedged. Credit risk is managed through the continuous monitoring of exposure to the counterparties associated with these instruments. Our primary objective in holding derivatives is to reduce the volatility of earnings with changes in foreign currency. Although we believe that our foreign exchange hedging policies are reasonable and prudent under the circumstances, our attempt to hedge against these risks may not be successful, which could cause an adverse impact on our results of operations. Business performance may not be sufficient to meet financial guidance or publicly disclosed long-term targets We provide public, full-year financial guidance based upon assumptions regarding our expected financial performance, including our ability to grow revenue and organic ASV plus professional services, to meet our planned expenses and maintain a certain tax rate, and our ability to achieve our profitability targets. We can provide no assurances that we will be able to maintain the levels of growth and profitability that we have experienced in the past, or that our growth strategies will be successful. If we are unable to successfully execute on our strategies to achieve our growth objectives and retain our existing clients, or if we experience higher than expected operating costs or taxes, we risk not meeting our full-year financial guidance or may find it necessary to revise such guidance during the year. ITEM 1B.

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ITEM 1A. RISK FACTORS The following risks could materially and adversely affect our business, financial condition, cash flows, results of operations and as a result, the trading price of our common stock could decline. These risk factors do not identify all risks that we face; our operations could also be affected by factors that are not presently known to us or that we currently consider to be immaterial to our operations. Due to risks and uncertainties, known and unknown, our past financial results may not be a reliable indicator of future performance, and historical trends should not be used to anticipate results or trends in future periods. Investors should also refer to the other information set forth in this Report on Form 10-K, including “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and our financial statements including the related notes. Investors should carefully consider all risks, including those disclosed, before making an investment decision. Loss, corruption and misappropriation of data and information relating to clients and others Many of our products, as well as our internal systems and processes, involve the storage and transmission of our own, as well as supplier and customer proprietary information and sensitive or confidential data. This includes data from client portfolios and strategies. Breaches of this confidentiality, should they occur, could result in the loss of clients and termination of arrangements with suppliers for the use of their data. If we fail to maintain the adequacy of our internal controls, unauthorized access or misappropriation of client or supplier data by an employee or an external third-party could occur. Additionally, the maintenance and enhancement of our systems may not be completely effective in preventing loss, unauthorized access or misappropriation. Data misappropriation, unauthorized access or data loss could instill a lack of confidence in our products and systems and damage our brand, reputation and business. Breaches of security measures could expose us, our clients or the individuals affected to a risk of loss or misuse of this information, potentially resulting in litigation and liability for us, as well as the loss of existing or potential clients. Many jurisdictions in which we operate have laws and regulations relating to data privacy and protection of personal information, including the European Union General Data Protection Regulation which became effective May 25, 2018, and California's Consumer Privacy Act, effective January 1, 2020. Both require companies to satisfy requirements regarding the handling of personal and sensitive data, including our use, protection and the ability of persons whose data is stored to correct or delete such data about themselves. The law in this area continues to develop and the changing nature of privacy laws could impact our processing of personal and sensitive information related to our content, operations, employees, clients, and suppliers, and may expose us to claims of violations. Successful cyber-attacks and the failure of cyber-security systems and procedures In providing our digital-enabled services to clients, we rely on information technology infrastructure that is primarily managed internally, along with some reliance placed on third-party service providers. We and these third-party service providers are subject to the risks of system failures and security breaches, including cyber-attacks, such as phishing scams, viruses and denials of service attacks, as well as employee errors or malfeasance. Our protective systems and procedures and those of third parties to which we are connected, such as cloud computing providers, may not be effective against these threats. We could suffer significant damage to our brand and reputation: if a cyber-attack or other security incident were to allow unauthorized access to, or modification of, clients’ or suppliers’ data, other external data, internal data or information technology systems; if the services provided to clients were disrupted; or if products or services were perceived as having security vulnerabilities. The costs we would incur to address and resolve these security incidents would increase our expenses. These types of security incidents could also lead to lawsuits, regulatory investigations and claims, loss of business and increased legal liability. We also make acquisitions periodically. While significant effort is placed on addressing information technology security issues with respect to the acquired companies, we may inherit such risks when these acquisitions are integrated into our infrastructure. A prolonged or recurring outage at our data centers and other business continuity disruptions at facilities could result in reduced service and the loss of clients Our clients rely on us for the delivery of time-sensitive, up-to-date data and applications. Our business is dependent on our ability to process substantial volumes of data and transactions rapidly and efficiently on our computer-based networks and systems. Our computer operations, as well as our other business centers, and those of our suppliers and clients are vulnerable to interruption by fire, natural disaster, power loss, telecommunications failures, terrorist attacks, acts of war, civil unrest, Internet failures, computer viruses, security breaches, and other events beyond our reasonable control. We maintain back-up facilities and certain other redundancies for each of our major data centers to minimize the risk that any such event will disrupt those operations. However, a loss of our services involving our significant facilities may materially disrupt our business and may induce our clients to seek alternative data suppliers. Any such losses or damages we incur could have a material adverse effect on our business. Although we seek to minimize these risks through security measures, controls, back-up data centers and emergency planning, there can be no assurance that such efforts will be successful or effective. Competition in our industry may cause price reductions or loss of market share We continue to experience intense competition across all markets for our products with competitors ranging in size from smaller, highly specialized, single-product businesses to multi-billion-dollar companies. While we believe the breadth and depth of our suite of products and applications offer benefits to our clients that are a competitive advantage, our competitors may offer price incentives to attract new business. Future competitive pricing pressures may result in decreased sales volumes and price reductions, resulting in lower revenue. Weak economic conditions may also result in clients seeking to utilize lower-cost information that is available from alternative sources. The impact of cost-cutting pressures across the industries we serve could lower demand for our products. Clients within the financial services industry that strive to reduce their operating costs may seek to reduce their spending on financial market data and related services, such as ours. If our clients consolidate their spending with fewer suppliers, by selecting suppliers with lower-cost offerings or by self-sourcing their needs for financial market data, our business could be negatively affected. The continued shift from active to passive investing could negatively impact user count growth and revenue The predominant investment strategy today is still active investing, which attempts to outperform the market. The main advantage of active management is the expectation that the investment managers will be able to outperform market indices. They make informed investment decisions based on their experiences, insights, knowledge and ability to identify opportunities that can translate into superior performance. The main advantage of passive investing is that it closely matches the performance of market indices. Passive investing requires little decision-making by investment managers and low operating costs which result in lower fees for the investor. A continued shift to passive investing, resulting in an increased outflow to passively managed index funds, could reduce demand for the services of active investment managers and consequently, the demand of our clients for our services. A decline in equity and/or fixed income returns may impact the buying power of investment management clients Approximately 83.7% of our ASV is derived from our investment management clients. The profitability and management fees of these clients are tied to assets under management. An equity market decline not only depresses the value of assets under management but also could cause a significant increase in redemption requests from our clients’ customers, further reducing their assets under management. Reduced client profits and management fees may cause our clients to cut costs. Moreover, extended declines in the equity and fixed income markets may reduce new fund or client creation. Each of these developments may result in lower demand from investment managers for our services and workstations, which could negatively affect our business. Failure to develop and market new products and enhancements that maintain our technological and competitive position and failure to anticipate and respond to changes in the marketplace for our products The market for our products is characterized by rapid technological change, including methods and speed of delivery, changes in client demands, development of new investment instruments and evolving industry standards. The direction of these trends can render our existing products less competitive, obsolete or unmarketable. As a result, our future success will continue to depend upon our ability to identify and develop new products and enhancements that address the future needs of our target markets and to respond to their changing standards and practices. We may not be successful in developing, introducing, marketing, licensing and implementing new products and enhancements on a timely and cost-effective basis or without impacting the stability and efficiency of existing products and customer systems. Further, any new products and enhancements may not adequately meet the requirements of the marketplace or achieve market acceptance. Our failure or inability to anticipate and respond to changes in the marketplace, including competitor and supplier developments, may also adversely affect our business, operations and growth. Uncertainty, consolidation and business failures in the global investment banking industry may cause us to lose clients and users Our investment banking clients that perform mergers and acquisitions ("M&A") advisory work, capital markets services and equity research, account for approximately 16.3% of our ASV. A significant portion of these revenues relate to services deployed by the largest banks. Consolidation or contraction in this industry directly impacts the number of prospective clients and users within the sector. Thus, economic uncertainty for our global investment banking clients, consolidation and business failures in this sector could adversely affect our financial results and future growth. Volatility in the financial markets may delay the spending pattern of clients and reduce future ASV growth The decision on the part of large institutional clients to purchase our services often requires management-level sponsorship and typically depends upon the size of the client, with larger clients having more complex and time-consuming purchasing processes. The process is also influenced by market volatility. These characteristics often lead us to engage in relatively lengthy sales efforts. Purchases (and incremental ASV) may therefore be delayed as uncertainties in the financial markets may cause clients to remain cautious about capital and data content expenditures, particularly in uncertain economic environments. Additional cost due to tax assessments resulting from ongoing and future audits by tax authorities as well as changes in tax laws In the ordinary course of business, we are subject to tax examinations by various governmental tax authorities. The global and diverse nature of our business means that there could be additional examinations by governmental tax authorities and the resolution of ongoing and other probable audits which could impose a future risk to the results of our business. In August 2019, FactSet received a Notice of Intent to Assess (the “Notice”) additional sales taxes, interest and underpayment penalties from the Commonwealth of Massachusetts Department of Revenue relating to prior tax periods. The Notice follows FactSet’s previously disclosed response to a letter from the Commonwealth requesting additional sales information. Based upon a preliminary review of the Notice, the Company believes the Commonwealth may assess sales tax, interest and underpayment penalties on previously recorded sales transactions. The Company intends to contest any such assessment, if assessed, and continues to cooperate with the Commonwealth’s inquiry. Due to uncertainty surrounding the assessment process, the Company is unable to reasonably estimate the ultimate outcome of this matter and, as such, has not recorded a liability as of August 31, 2019. While FactSet believes that it will ultimately prevail if the Company is presented with a formal assessment; if FactSet does not prevail, the amount could have a material impact on the Company’s consolidated financial position, cash flows and results of operations. Changes in tax laws or the terms of tax treaties in a jurisdiction where we are subject to tax could increase our taxes payable. On December 22, 2017, the U.S. Tax Cuts and Jobs Act, ("TCJA") was signed into law. The TCJA enacted broad changes to the U.S. Internal Revenue code, including reducing the federal corporate income tax rate from 35% to 21%, amongst many other complex provisions. The ultimate impact of such tax reform may differ from our current estimate due to changes in interpretations and assumptions made by us as well as the issuance of further regulations or guidance. Failure to identify, integrate, or realize anticipated benefits of acquisitions and strains on resources as a result of growth There can be no assurance that we will be able to identify suitable candidates for successful acquisition at acceptable prices. Additionally, there may be integration risks or other risks resulting from acquired businesses. Our ability to achieve the expected returns and synergies from past and future acquisitions and alliances depends in part upon our ability to integrate the offerings, technology, sales, administrative functions and personnel of these businesses effectively into our core business. We cannot guarantee that our acquired businesses will perform at the levels anticipated. In addition, past and future acquisitions may subject us to unanticipated risks or liabilities or disrupt operations. Growth, such as the addition of new clients and acquisitions, puts demands on our resources, including our internal systems and infrastructure. These may require improvements or replacement to meet the additional demands of a larger organization. Further, the addition of new clients and the implementation of such improvements would require additional management time and resources. These needs may result in increased costs that could negatively impact results of operations. Failure to implement needed improvements, such as improved scalability, could result in a deterioration in the performance of our internal systems and negatively impact the performance of our business. Failure to enter into or renew contracts supplying new and existing data sets or products on competitive terms We collect and aggregate third-party content from thousands of data suppliers, news sources, exchanges, brokers and contributors into our own dedicated online service, which clients access to perform their analyses. Clients have access to the data and content found within our databases. These databases are important to our operations as they provide clients with key information. We have entered into third-party content agreements of varying lengths, which in some cases can be terminated on one year’s notice at predefined dates, and in other cases on shorter notice. Some of our content provider agreements are with competitors, who may attempt to make renewals difficult or expensive. We seek to maintain favorable contractual relationships with our data suppliers, including those that are also competitors. We also make efforts, when reasonable, to locate alternative sources to ensure we are not dependent on any one third-party data supplier. We believe we are not dependent on any one significant third-party data supplier. Our failure to be able to maintain these relationships or the failure of our suppliers to deliver accurate data or in a timely manner could adversely affect our business. Inability to hire and retain key qualified personnel Our business is based on successfully attracting, motivating and retaining talented employees. Competition for talent, especially engineering personnel, is strong. We need technical resources such as engineers to help develop new products and enhance existing services. We rely upon sales personnel to sell our products and services and maintain healthy business relationships. If we are unsuccessful in our recruiting efforts, or if we are unable to retain key employees, our ability to develop and deliver successful products and services may be adversely affected and could have a material, adverse effect on our business. Increased accessibility to free or relatively inexpensive information sources may reduce demand for our products Each year, an increasing amount of free or relatively inexpensive information becomes available, particularly through the Internet, and this trend may continue. The availability of free or relatively inexpensive information may reduce demand for our products. While we believe our service offering is distinguished by such factors as customization, timeliness, accuracy, ease-of-use, completeness and other value-added factors, if users choose to obtain the information they need from public or other sources, our business and results of operations could be adversely affected. Third parties may claim we infringe upon their intellectual property rights or may infringe upon our intellectual property rights We may receive notice from others claiming that we have infringed upon their intellectual property rights. Responding to these claims may require us to enter into royalty and licensing agreements on unfavorable terms, incur litigation costs, enter into settlements, stop selling or redesign affected products, or pay damages and satisfy indemnification commitments with our clients or suppliers under contractual provisions of various license arrangements. Additionally, third parties may copy, infringe or otherwise profit from the unauthorized use of our intellectual property rights requiring us to litigate to protect our rights. Certain countries may not offer adequate protection of proprietary rights. If we are required to defend ourselves or assert our rights or take such actions mentioned, our operating margins may decline as a result. We have incurred, and expect to continue to incur, expenditures to acquire the use of technology and intellectual property rights as part of our strategy to manage this risk. Operations outside the U.S. involve additional requirements and burdens that we may not be able to control or manage successfully In fiscal 2019, approximately 38% of our revenue related to operations located outside the U.S. In addition, a significant number of our employees, approximately 76%, are located in offices outside the U.S. We expect our growth to continue outside the U.S., with non-U.S. revenues accounting for an increased portion of total revenue in the future. Our non-U.S. operations involve risks that differ from or are in addition to those faced by our U.S. operations. These risks include difficulties in developing products, services and technology tailored to the needs of non-U.S. clients, including in emerging markets; different employment laws and rules; rising labor costs in low-wage countries; difficulties in staffing and managing personnel that are located outside the U.S.; different regulatory, legal and compliance requirements, including in the areas of privacy and data protection, anti-bribery and anti-corruption, trade sanctions and currency controls, marketing and sales and other barriers to conducting business; social and cultural differences, such as languages; diverse or less stable political, operating and economic environments and market fluctuations; civil disturbances or other catastrophic events that reduce business activity; limited recognition of our brand and intellectual property protection; differing accounting principles and standards; restrictions on or adverse tax consequences from entity management efforts; and changes in U.S. or foreign tax laws. If we are not able to adapt efficiently or manage the business effectively in markets outside the U.S., our business prospects and operating results could be materially and adversely affected. Exposure to fluctuations in currency exchange rates and the failure of hedging arrangements Due to the global nature of our operations, we conduct business outside the U.S. in several currencies including the Euro, Indian Rupee, Philippine Peso, British Pound Sterling, and Japanese Yen. To the extent our international activities increase in the future, our exposure to fluctuations in currency exchange rates may increase as well. To manage this exposure, we utilize derivative instruments (such as foreign currency forward contracts). By their nature, all derivative instruments involve elements of market and credit risk. The market risk associated with these instruments resulting from currency exchange movements is expected to offset the market risk of the underlying transactions, assets and liabilities being hedged. Credit risk is managed through the continuous monitoring of exposure to the counterparties associated with these instruments. Our primary objective in holding derivatives is to reduce the volatility of earnings with changes in foreign currency. Although we believe that our foreign exchange hedging policies are reasonable and prudent under the circumstances, our attempt to hedge against these risks may not be successful, which could cause an adverse impact on our results of operations. Legislative and regulatory changes in the environments in which we and our clients operate Many of our clients operate within a highly regulated environment and must comply with governmental legislation and regulations. The U.S. regulators have increased their focus on the regulation of the financial services industry. Increased regulation of our clients may increase their expenses, causing them to seek to limit or reduce their costs from outside services such as ours. Additionally, if our clients are subjected to investigations or legal proceedings they may be adversely impacted, possibly leading to their liquidation, bankruptcy, receivership, reduction in assets under management, or diminished operations, which would adversely affect our revenue. In the European Union, the new version of the Markets in Financial Instruments Directive (recast), also known as “MiFID II” became effective in January 2018. We believe that compliance with MiFID II requirements is time-consuming and costly for the investment managers who are subject to it and will cause clients to adapt their pricing models and business practices significantly. These increased costs may impact our clients’ spending and may cause some investment managers to lose business or withdraw from the market, which may adversely affect demand for our services. However, MiFID II may also present us with new business opportunities for new service offerings. In addition to the MiFID II requirements, we further believe the proposed withdrawal of the U.K. from the European Union (also known as Brexit) on terms still being negotiated, has created economic uncertainty among our client base. This uncertainty may have an impact on our clients’ expansion or spending plans, which may in turn negatively impact our revenue or growth. As a business, we are also subject to numerous laws and regulations in the U.S. and in the other countries in which we operate. These laws, rules, and regulations, and their interpretations, may change in the future, and compliance with these changes may increase our costs or cause us to make changes in or otherwise limit our business practices. In addition, the global nature and scope of our business operations make it more difficult to monitor areas that may be subject to regulatory and compliance risk. If we fail to comply with any applicable law, rule, or regulation, we could be subject to claims and fines and suffer reputational damage. Adverse resolution of litigation or governmental investigations We are party to lawsuits in the normal course of business. Litigation and governmental investigations can be expensive, lengthy and disruptive to normal business operations. Moreover, the results of complex legal proceedings are difficult to predict. Unfavorable resolution of lawsuits could have a material adverse effect on our business, operating results or financial condition. For additional information regarding legal matters, see Item 3, Legal Proceedings, contained in Part I of this Report on Form 10-K. Failure to maintain reputation We enjoy a positive reputation in the marketplace. Our ability to attract and retain clients and employees is affected by external perceptions of our brand and reputation. Reputational damage from negative perceptions or publicity could affect our ability to attract and retain clients and employees and our ability to maintain our pricing for our products. Although we monitor developments for areas of potential risk to our reputation and brand, negative perceptions or publicity could have a material adverse effect on our business and financial results. ITEM 1B.

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ITEM 1A. RISK FACTORS The following risks could materially and adversely affect our business, financial condition, cash flows, and results of operations and, as a result, the trading price of our common stock could decline. These risk factors do not identify all risks that we face; our operations could also be affected by factors that are not presently known to us or that we currently consider to be immaterial to our operations. Due to risks and uncertainties, known and unknown, our past financial results may not be a reliable indicator of future performance, and historical trends should not be used to anticipate results or trends in future periods. Investors should also refer to the other information set forth in this Annual Report on Form 10-K, including Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations and the Company’s Consolidated Financial Statements including the related Notes. Investors should carefully consider all risks, including those disclosed here, before making an investment decision. Technology & Data Security Risks Loss, corruption and misappropriation of data and information relating to clients and others Many of our products, as well as our internal systems and processes, involve the storage and transmission of our own, as well as supplier and customer, proprietary information and sensitive or confidential data. This includes data from client portfolios and strategies. Breaches of this confidentiality, should they occur, could result in the loss of clients and termination of arrangements with suppliers for the use of their data. If we fail to maintain the adequacy of our internal data controls, unauthorized access or misappropriation of client or supplier data by an employee or an external third-party could occur. Additionally, the maintenance and enhancement of our systems may not be completely effective in preventing loss, unauthorized access or misappropriation. Data misappropriation, unauthorized access or data loss could instill a lack of confidence in our products and systems and damage our brand, reputation and business. Breaches of security measures could expose us, our clients or the individuals affected to a risk of loss or misuse of this information, potentially resulting in litigation and liability for us, as well as the loss of existing or potential clients. Many jurisdictions in which we operate have laws and regulations relating to data privacy and protection of personal information, including the European Union General Data Protection Regulation, which became effective May 25, 2018, and California's Consumer Privacy Act, which became effective January 1, 2020. Both require companies to satisfy requirements regarding the handling of personal and sensitive data, including our use, protection and the ability of persons whose data is stored to correct or delete such data about themselves. The law in this area continues to develop and the changing nature of privacy laws could impact our processing of personal and sensitive information related to our content, operations, employees, clients, and suppliers, and may expose us to claims of violations. Successful cyber-attacks and the failure of cyber-security systems and procedures In providing our digital-enabled services to clients, we rely on information technology infrastructure that is managed internally along with placing reliance on third-party service providers. We and these third-party service providers are subject to the risks of system failures and security breaches, including cyber-attacks, such as phishing scams, viruses and denials of service attacks, as well as employee errors or malfeasance. Our and our vendors' use of mobile and cloud technologies may increase our risk for such threats. Our protective systems and procedures and those of third parties to which we are connected, such as cloud computing providers, may not be effective against these threats. Our information technology systems must be constantly updated and patched to protect against known vulnerabilities and to optimize performance. Our contracts with service providers typically require them to implement and maintain adequate security controls, but we may not have the ability to effectively monitor these security measures. As a result, inadequacies of the third party security technologies and practices may not be detected until after a security breach has occurred. We could suffer significant damage to our brand and reputation: if a cyber-attack or other security incident were to allow unauthorized access to, or modification of, clients’ or suppliers’ data, other external data, internal data or information technology systems; if the services provided to clients were disrupted; or if products or services were perceived as having security vulnerabilities. The costs we would incur to address and resolve these security incidents would increase our expenses. These types of security incidents could also lead to lawsuits, regulatory investigations and claims, loss of business and increased legal liability. We also make acquisitions periodically. While significant effort is placed on addressing information technology security issues with respect to the acquired companies, we may inherit such risks when these acquisitions are integrated into our infrastructure. A prolonged or recurring outage at our data centers and other business continuity disruptions at facilities could result in reduced service and the loss of clients Our clients rely on us for the delivery of time-sensitive, up-to-date data and applications. Our business is dependent on our ability to process substantial volumes of data and transactions rapidly and efficiently on our computer-based networks and systems. If we experience significant growth of our customer base or increases in the number of products or services or in the speed at which we are required to provide products and services, it may strain our systems. Additionally, our systems and networks may become strained due to aging or end-of-life technology that we have not yet updated or replaced. Our computer operations, as well as our other business centers, and those of our suppliers and clients, are vulnerable to interruption by fire, natural disaster, power loss, telecommunications failures, terrorist attacks, acts of war, civil unrest, Internet failures, computer viruses, security breaches, and other events beyond our reasonable control. We maintain back-up facilities and certain other redundancies for each of our major data centers to minimize the risk that any such event will disrupt those operations. However, a loss of our services involving our significant facilities may materially disrupt our business and may induce our clients to seek alternative data suppliers. Any such losses or damages we incur could have a material adverse effect on our business. Although we seek to minimize these risks through security measures, controls, back-up data centers and emergency planning, there can be no assurance that such efforts will be successful or effective. Additionally, we may also face significant increases in our use of power and data storage and may experience a shortage of capacity and increased costs associated with such usage. Transition to new technologies, applications and processes could expose us to unanticipated disruptions The technology landscape is constantly evolving. To remain competitive, we must adapt and migrate to new technologies, applications and processes. Use of more advanced technologies and infrastructure is critical to the development of our products and services, the scaling of our business for future growth, and the accurate maintenance of our data and operations. The implementation of new technologies and infrastructure, such as migration to new cloud-based systems, is complex and can involve substantial expenditures as well as risks inherent in the conversion to any new system, including potential loss of information and disruption to operations. We may experience unanticipated interruption and delay in the performance and delivery of certain of our products and services. Certain of our technologies are also dependent upon third party providers to maintain adequate systems to protect the security of our confidential information and data. Failure by our providers to maintain appropriate security could result in unauthorized access to our systems or a network disruption that could further lead to improper disclosure of confidential information or data, regulatory penalties and remedial costs. Any disruption to either the provider’s systems or the communication links between us and the provider could negatively affect our ability to operate our data systems and could impair our ability to provide services to our clients. If the services to our clients are disrupted, or if there is unauthorized access to the confidential information of our clients or our vendors, we could suffer significant damage to our brand and reputation and lose clients. As we increase our reliance on third party systems, our exposure to damages from services disruptions may increase, and we may incur additional costs to remedy damages caused by these disruptions. Use of open source software could introduce security vulnerabilities, impose unanticipated restrictions on our ability to commercialize our products and services, and subject us to increased costs We use open source code in our software development and incorporate it into our products and internal systems. The use of open source code may entail greater risks than the use of third-party commercial software. Open source licensors generally do not provide warranties or other contractual protections regarding infringement claims or the quality or security of the code. Some open source licenses provide that if we combine our proprietary applications with the open source software in a certain manner, we could be required to release the source code of our proprietary applications to the public. This would allow our competitors to create similar products with less development effort and time and ultimately put us at a competitive disadvantage. We have implemented procedures to control the use of source code so was to mitigate this risk; however, the terms of many open source licenses are also ambiguous and have not been interpreted by U.S. or other courts. Therefore, there is a risk that our internal procedures controlling the use of open source code could fail, or that the licenses could be construed in a manner that imposes unanticipated conditions or restrictions on us. If any of this were to occur, we could be required to seek alternative third-party licenses at increased costs or reduced scope, to re-engineer products or systems, or potentially to discontinue the licensing of certain products. Any remedial actions could divert resources away from our development efforts, be time intensive and have a significant cost. Strategy & Market Demand Risks Competition in our industry may cause price reductions or loss of market share We continue to experience intense competition across all markets for our products, with competitors ranging in size from smaller, highly specialized, single-product businesses to multi-billion-dollar companies. While we believe the breadth and depth of our suite of products and applications offer benefits to our clients that are a competitive advantage, our competitors may offer price incentives to attract new business. Future competitive pricing pressures may result in decreased sales volumes and price reductions, resulting in lower revenue. Weak economic conditions may also result in clients seeking to utilize lower-cost information that is available from alternative sources. The impact of cost-cutting pressures across the industries we serve could lower demand for our products. Clients within the financial services industry that strive to reduce their operating costs may seek to reduce their spending on financial market data and related services, such as ours. If our clients consolidate their spending with fewer suppliers, by selecting suppliers with lower-cost offerings or by self-sourcing their needs for financial market data, our business could be negatively affected. The continued shift from active to passive investing could negatively impact user count growth and revenue The predominant investment strategy today is still active investing, which attempts to outperform the market. The main advantage of active management is the expectation that the investment managers will be able to outperform market indices. They make informed investment decisions based on their experiences, insights, knowledge and ability to identify opportunities that can translate into superior performance. The main advantage of passive investing is that it closely matches the performance of market indices. Passive investing requires little decision-making by investment managers and low operating costs which result in lower fees for the investor. A continued shift to passive investing, resulting in an increased outflow to passively managed index funds, could reduce demand for the services of active investment managers and consequently, the demand of our clients for our services. A decline in equity and/or fixed income returns may impact the buying power of investment management clients Approximately 84% of our ASV is derived from our investment management clients. The profitability and management fees of these clients are tied to assets under management. An equity market decline not only depresses the value of assets under management but also could cause a significant increase in redemption requests from our clients’ customers, further reducing their assets under management. Reduced client profits and management fees may cause our clients to cut costs. Moreover, extended declines in the equity and fixed income markets may reduce new fund or client creation. Each of these developments may result in lower demand from investment managers for our services and workstations, which could negatively affect our business. Uncertainty in the global economy and consolidation in the financial services industry may cause us to lose clients and users Many of our clients are investment banks, asset managers, wealth advisors, and other financial services entities. Uncertainty in the global economy or a lack of confidence in the global financial system could negatively impact our clients, which could cause a corresponding negative impact on our business results. Mergers, consolidation or contraction of our clients in the financial services industry also could directly impact the number of clients and prospective clients and users of our products and services. If our clients merge with or are acquired by other entities that are not our clients, or that use fewer of our products and services, they may discontinue or reduce their use of our products and services. Thus, economic uncertainty, lack of confidence in the global financial system, and consolidation in this sector could adversely affect our business, financial results and future growth. Volatility in the financial markets may delay the spending pattern of clients and reduce future ASV growth The decision on the part of large institutional clients to purchase our services often requires management-level sponsorship and typically depends upon the size of the client, with larger clients having more complex and time-consuming purchasing processes. The process is also influenced by market volatility. These characteristics often lead us to engage in relatively lengthy sales efforts. Purchases (and incremental ASV) may therefore be delayed as uncertainties in the financial markets may cause clients to remain cautious about capital and data content expenditures, particularly in uncertain economic environments. The COVID-19 pandemic may increase this risk as it may curtail our client's spending and lead them to delay or defer purchasing decisions or product service implementations, or cause them to cancel or reduce their spending with us, which could negatively impact our revenues and future growth. Failure to develop and market new products and enhancements that maintain our technological and competitive position and failure to anticipate and respond to changes in the marketplace for our products and customer demands The market for our products is characterized by rapid technological change, including methods and speed of delivery, changes in client demands, development of new investment instruments and evolving industry standards. The direction of these trends can render our existing products less competitive, obsolete or unmarketable. As a result, our future success will continue to depend upon our ability to identify and develop new products and enhancements that address the future needs of our target markets and to respond to their changing standards and practices. We may not be successful in developing, introducing, marketing, licensing and implementing new products and enhancements on a timely and cost-effective basis or without impacting the stability and efficiency of existing products and customer systems. Further, any new products and enhancements may not adequately meet the requirements of the marketplace or achieve market acceptance. We must make long-term investments and commit significant resources before knowing whether these investments will eventually result in products and services that satisfy our clients' needs and generate revenues required to provide the desired results. Our failure or inability to anticipate and respond to changes in the marketplace, including competitor and supplier developments, may also adversely affect our business, operations and growth. Errors or defects can exist at any point in a product's life cycle, but are more frequently found after the introduction of new products or enhancements to existing products. Despite internal testing and testing by clients, our products may contain errors. We may also experience delays while developing and introducing new products for various reasons, such as difficulties in licensing data inputs. Defects, errors, or delays in our products that are significant, or are perceived to be significant, could result in rejection or delay in market acceptance, damage to our reputation, loss of revenue, lower rate of license renewals or upgrades, diversion of development resources, product liability claims or regulatory actions, or increases in service and support costs. We have provisions in our client contracts to limit our exposure to potential liability claims brought by clients based on the use of our products or services or our delay or failure to provide services. Contracts with customers also increasingly include service level requirements and audits rights to review our security. Many of our customers in the financial services sector are also subject to regulations and requirements to adopt risk management processes commensurate with the level of risk and complexity of their third-party relationships, and provide rigorous oversight of relationships that involve certain "critical activities," some of which may be deemed to be provided by us. Any failure on our part to comply with the specific provisions in customer contracts could result in the imposition of various penalties, which may include termination of contracts, service credits, suspension of payments, contractual penalties, adverse monetary judgments, and, in the case of government contracts, suspension from future government contracting. Even if the outcome of any claims brought against us were ultimately favorable, such a claim would require the time and attention of our management, personnel, as well as financial and other resources and potentially pose a significant disruption to our normal business operations. Failure to identify, integrate, or realize anticipated benefits of acquisitions and strains on resources as a result of growth There can be no assurance that we will be able to identify suitable candidates for successful acquisition at acceptable prices. Additionally, there may be integration risks or other risks resulting from acquired businesses. Our ability to achieve the expected returns and synergies from past and future acquisitions and alliances depends in part upon our ability to integrate the offerings, technology, sales, administrative functions and personnel of these businesses effectively into our core business. We cannot guarantee that our acquired businesses will perform at the levels anticipated. In addition, past and future acquisitions may subject us to unanticipated risks or liabilities or disrupt operations. Growth, such as the addition of new clients and acquisitions, puts demands on our resources, including our internal systems and infrastructure. These may require improvements or replacement to meet the additional demands of a larger organization. Further, the addition of new clients and the implementation of such improvements would require additional management time and resources. These needs may result in increased costs that could negatively impact results of operations. Failure to implement needed improvements, such as improved scalability, could result in a deterioration in the performance of our internal systems and negatively impact the performance of our business. Failure to maintain reputation We enjoy a positive reputation in the marketplace. Our ability to attract and retain clients and employees is affected by external perceptions of our brand and reputation. Reputational damage from negative perceptions or publicity could affect our ability to attract and retain clients and employees and our ability to maintain our pricing for our products. Although we monitor developments for areas of potential risk to our reputation and brand, negative perceptions or publicity could have a material adverse effect on our business and financial results. Operational Risks Failure to enter into, renew or comply with contracts supplying new and existing data sets or products on competitive terms We collect and aggregate third-party content from thousands of data suppliers, news sources, exchanges, brokers and contributors into our own dedicated online service, which clients access to perform their analyses. We combine the data from these sources into our own dedicated databases. Clients have access to the data and content found within our databases. These databases are important to our operations as they provide clients with key information. We have entered into third-party content agreements of varying lengths, which in some cases can be terminated on one year’s notice at predefined dates, and in other cases on shorter notice. Some of our content provider agreements are with competitors, who may attempt to make renewals difficult or expensive. We seek to maintain favorable contractual relationships with our data suppliers, including those that are also competitors. However, we cannot control the actions and policies of our data suppliers and we may have data suppliers who provide us with notice of termination, or exclude or restrict us from use of their content, or only license such content at prohibitive cost. Additionally, despite our efforts to comply with our third-party data supplier agreements, there can be no assurances that third parties may not challenge our use of their content, which could result in increased licensing costs, loss of rights, and costly legal actions. Certain data sets that we rely on have a limited number of suppliers, although we make every effort to assure that, where reasonable, alternative sources are available. We are not dependent on any one third-party data supplier in order to meet the needs of our clients. No single vendor or data supplier represented more than 10% of our total data costs during fiscal 2020, except for one vendor, which is a supplier of risk models and portfolio optimizer data to FactSet and represented 11% of our data costs in fiscal 2020. Our failure to be able to maintain these relationships, or the failure of our suppliers to deliver accurate data or in a timely manner, or the occurrence of a dispute with a vendor over use of their content, could increase our costs and reduce the type of content and products available to our clients, which could harm our reputation in the marketplace and adversely affect our business. Increased accessibility to free or relatively inexpensive information sources may reduce demand for our products Each year, an increasing amount of free or relatively inexpensive information becomes available, particularly through the Internet, and this trend may continue. The availability of free or relatively inexpensive information may reduce demand for our products. While we believe our service offering is distinguished by such factors as customization, timeliness, accuracy, ease-of-use, completeness and other value-added factors, if users choose to obtain the information they need from public or other sources, our business and results of operations could be adversely affected. Inability to hire and retain key qualified personnel Our business is based on successfully attracting, motivating and retaining talented and diverse employees. Creating a diverse and inclusive environment that promotes empowerment and engagement is key to our ability to attract, retain, and develop talent. Competition for talent, especially engineering personnel, is strong. We need technical resources such as engineers to help develop new products and enhance existing services. We rely upon sales personnel to sell our products and services and maintain healthy business relationships. Our future success also is dependent on the continued service and performance of the members of our senior leadership team. All of these personnel possess business and technical capabilities that are difficult to replace. If we are unsuccessful in our recruiting efforts, or if we are unable to retain key employees, our ability to develop and deliver successful products and services may be adversely affected and could have a material, adverse effect on our business. Operations outside the United States involve additional requirements and burdens that we may not be able to control or manage successfully In fiscal 2020, approximately 41% of our revenue related to operations located outside the U.S. In addition, a significant number of our employees, approximately 76%, are located in offices outside the U.S. We expect our growth to continue outside the U.S., with non-U.S. revenues accounting for an increased portion of our total revenue in the future. Our non-U.S. operations involve risks that differ from or are in addition to those faced by our U.S. operations. These risks include difficulties in developing products, services and technology tailored to the needs of non-U.S. clients, including in emerging markets; different employment laws and rules; rising labor costs in lower-wage countries; difficulties in staffing and managing personnel that are located outside the U.S.; different regulatory, legal and compliance requirements, including in the areas of privacy and data protection, anti-bribery and anti-corruption, trade sanctions and currency controls, marketing and sales and other barriers to conducting business; social and cultural differences, such as language; diverse or less stable political, operating and economic environments and market fluctuations; civil disturbances or other catastrophic events that reduce business activity; limited recognition of our brand and intellectual property protection; differing accounting principles and standards; restrictions on or adverse tax consequences from entity management efforts; and changes in U.S. or foreign tax laws. If we are not able to adapt efficiently or manage the business effectively in markets outside the U.S., our business prospects and operating results could be materially and adversely affected. The current COVID-19 pandemic and other global public health epidemics may adversely impact our business, our future results of operations and our overall financial performance Our business could be materially and adversely affected by the risk, or the public perception of risk, related to a pandemic or widespread health crisis, such as the current COVID-19 pandemic. A significant outbreak, epidemic or pandemic of contagious diseases in the human population could result in a widespread health crisis adversely affecting the broader economies, financial markets and overall demand for our products. In addition, any preventative or protective actions that governments implement or that we take in respect of a global health crisis such as COVID-19, such as travel restrictions, quarantines or site closures, may interfere with the ability of our employees, vendors, and data suppliers to perform their respective responsibilities and obligations relative to the conduct of our business, including our ability to gather content. Such results could have a material adverse effect on our operations, business, financial condition, results of operations, or cash flows. Our operations have been affected by a range of external factors related to the COVID-19 pandemic that are not within our control. For example, many jurisdictions have imposed a wide range of restrictions on the physical movement of our employees and vendors to limit the spread of COVID-19. If the COVID-19 pandemic has a substantial impact on our employees' or vendors' attendance or productivity, our operations, including our ability to gather content, may suffer, and in turn our results of operations and overall financial performance may be impacted. Furthermore, if our employees incur substantial medical expenses due to COVID-19, our expenses may increase due to our self-funded employee medical insurance model. Our management is focused on mitigating the effects of COVID-19 on our business, which has required and will continue to require a substantial investment of their time and may delay their other efforts. The impact of COVID-19, and the volatile regional and global economic conditions stemming from the pandemic, may also increase the severity or likelihood of the other risks described in this Item, any of which could have a material effect on us. We closely monitor the impact of the COVID-19 pandemic and continually assess its potential effects on our business. Given the dynamic nature of these circumstances, the full impact of the COVID-19 pandemic cannot be reasonably estimated at this time. The extent to which our business, financial condition, results of operations, or cash flows are affected by COVID-19 will depend in part on future developments which cannot be accurately predicted and are uncertain, as there are no comparable recent events that provide guidance as to the potential effect of the spread of a global pandemic. The impact of the COVID-19 pandemic depends upon various uncertainties, including the ultimate geographic spread of the virus, the severity of the virus, the duration of the outbreak, and actions that may be taken by governmental authorities to contain the virus. This situation is changing continually, and additional effects may arise that we are not presently aware of or that we currently do not consider to be significant risks to our operations. If we are not able to respond to and manage the impact of such events effectively, our business and financial condition could be negatively impacted. Refer to Management’s Discussion and Analysis of Financial Condition and Results of Operations - COVID-19 Update for additional information. Legal & Regulatory Risks Legislative and regulatory changes in the environments in which we and our clients operate As a business, we are subject to numerous laws and regulations in the U.S. and in the other countries in which we operate. These laws, rules, and regulations, and their interpretations, may change in the future or conflict, and compliance with these changes may increase our costs or cause us to make changes in or otherwise limit our business practices. In addition, the global nature and scope of our business operations make it more difficult to monitor areas that may be subject to regulatory and compliance risk. If we fail to comply with any applicable law, rule, or regulation, we could be subject to claims and fines and suffer reputational damage. Uncertainty caused by political change globally, and complex relationships across countries, including the U.S. and nations in Europe and Asia, heightens the risk of regulatory uncertainty. Many of our clients operate within a highly regulated environment and must comply with governmental legislation and regulations. The U.S. regulators have increased their focus on the regulation of the financial services industry. Increased regulation of our clients may increase their expenses, causing them to seek to limit or reduce their costs from outside services such as ours. Additionally, if our clients are subjected to investigations or legal proceedings they may be adversely impacted, possibly leading to their liquidation, bankruptcy, receivership, reduction in assets under management, or diminished operations, which would adversely affect our revenue. Recent regulatory changes that we believe might materially impact us and our clients include: MiFID In the European Union, the new version of the Markets in Financial Instruments Directive (recast), also known as "MiFID II" became effective in January 2018. MiFID II built upon many of the initiatives introduced through MiFID and is intended to help improve the functioning of the European Union single market by achieving a greater consistency of regulatory standards. MiFID originally became effective in 2007. We believe that compliance with MiFID II requirements is time-consuming and costly for the investment managers who are subject to it and will cause clients to adapt their pricing models and business practices significantly. These increased costs may impact our clients’ spending and may cause some investment managers to lose business or withdraw from the market, which may adversely affect demand for our services. However, MiFID II may also present us with new business opportunities for new service offerings. We continue to monitor the impact of MiFID II on the investment process and trade lifecycle. We also continue to review the application of key MiFID II requirements and plan to work with our clients to navigate through them. Brexit On January 31, 2020, the United Kingdom formally left the European Union when the UK-EU Withdrawal Agreement became effective. Under the Withdrawal Agreement, a transition period began and will run until December 31, 2020 (but could be extended). The UK and the EU are currently in the process of negotiating a UK-EU free trade deal and the terms of their future relationship, but have so far not been able to finalize their future arrangement. The deadline for these negotiations is the expiry of the transition period and the UK government has made it clear that it will not ask to extend the transition period. At this time, we cannot predict the impact that the future UK-EU arrangements will have on our business and our clients, as it will depend on the longer-term outcome of tariff, trade, regulatory and other negotiations. Although the results of these negotiations are currently unknown, it is possible that new terms may adversely affect our operations and financial results. While we evaluate our own risks and uncertainty related to Brexit, we continue to partner with our clients to help them navigate the fluctuating international markets. This uncertainty may have an impact on our clients’ expansion or spending plans, which may in turn negatively impact our revenue or growth. Adverse resolution of litigation or governmental investigations We are party to lawsuits in the normal course of our business. Litigation and governmental investigations can be expensive, lengthy and disruptive to normal business operations. Moreover, the results of complex legal proceedings are difficult to predict. Unfavorable resolution of lawsuits could have a material adverse effect on our business, operating results or financial condition. For additional information regarding legal matters, see Item 3. Legal Proceedings, of this Annual Report on Form 10-K. Third parties may claim we infringe upon their intellectual property rights or may infringe upon our intellectual property rights We may receive notice from others claiming that we have infringed upon their intellectual property rights. Responding to these claims may require us to enter into royalty and licensing agreements on unfavorable terms, incur litigation costs, enter into settlements, stop selling or redesign affected products, or pay damages and satisfy indemnification commitments with our clients or suppliers under contractual provisions of various license arrangements. Additionally, third parties may copy, infringe or otherwise profit from the unauthorized use of our intellectual property rights, requiring us to litigate to protect our rights. Certain countries may not offer adequate protection of proprietary rights. If we are required to defend ourselves or assert our rights or take such actions mentioned, our operating margins may decline as a result. We have incurred, and expect to continue to incur, expenditures to acquire the use of technology and intellectual property rights as part of our strategy to manage this risk. Additional cost due to tax assessments resulting from ongoing and future audits by tax authorities as well as changes in tax laws In the ordinary course of business, we are subject to changes in tax laws as well as tax examinations by various governmental tax authorities. The global and diverse nature of our business means that there could be additional examinations by governmental tax authorities and the resolution of ongoing and other probable audits which could impose a future risk to the results of our business. In August 2019, we received a Notice of Intent to Assess (the "Notice") additional sales taxes, interest and underpayment penalties from the Commonwealth of Massachusetts Department of Revenue relating to prior tax periods. The Notice follows FactSet’s previously disclosed response to a letter from the Commonwealth requesting additional sales information. Based upon a preliminary review of the Notice, we believe the Commonwealth may assess sales tax, interest and underpayment penalties on previously recorded sales transactions. We intend to contest any such assessment, if assessed, and continue to cooperate with the Commonwealth’s inquiry. Due to uncertainty surrounding the assessment process, we are unable to reasonably estimate the ultimate outcome of this matter and, as such, have not recorded a liability as of August 31, 2020. We believe that we ultimately will prevail if we are presented with a formal assessment; however, if we do not prevail, the amount could have a material impact on our consolidated financial position, cash flows and results of operations. Changes in tax laws or the terms of tax treaties in a jurisdiction where we are subject to tax could increase our taxes payable. On December 22, 2017, the U.S. Tax Cuts and Jobs Act, ("TCJA") was signed into law. The TCJA enacted broad changes to the U.S. Internal Revenue code, including reducing the federal corporate income tax rate from 35% to 21%, among many other complex provisions. The ultimate impact of such tax reform may differ from our current estimate due to changes in interpretations and assumptions made by us, as well as the issuance of further regulations or guidance, or further legislative changes to the U.S. Internal Revenue code. Financial Market Risks Exposure to fluctuations in currency exchange rates and the failure of hedging arrangements Due to the global nature of our operations, we conduct business outside the U.S. in several currencies including the British Pound Sterling, Euro, Indian Rupee, and Philippine Peso. To the extent our international activities increase in the future, our exposure to fluctuations in currency exchange rates may increase as well. To manage this exposure, we utilize derivative instruments (such as foreign currency forward contracts). By their nature, all derivative instruments involve elements of market and credit risk. The market risk associated with these instruments resulting from currency exchange movements is expected to offset the market risk of the underlying transactions, assets and liabilities being hedged. Credit risk is managed through the continuous monitoring of exposure to the counterparties associated with these instruments. Our primary objective in holding derivatives is to reduce the volatility of earnings with changes in foreign currency. Although we believe that our foreign exchange hedging policies are reasonable and prudent under the circumstances, our attempt to hedge against these risks may not be successful, which could cause an adverse impact on our results of operations. Business performance may not be sufficient to meet financial guidance or publicly disclosed long-term targets We provide public, full-year financial guidance based upon assumptions regarding our expected financial performance, including our ability to grow revenue and organic ASV plus professional services, to meet our planned expenses and maintain a certain tax rate, and our ability to achieve our profitability targets. We can provide no assurances that we will be able to maintain the levels of growth and profitability that we have experienced in the past, or that our growth strategies will be successful. If we are unable to successfully execute on our strategies to achieve our growth objectives and retain our existing clients, or if we experience higher than expected operating costs or taxes, we risk not meeting our full-year financial guidance or may find it necessary to revise such guidance during the year. ITEM 1B.