We collect, store and otherwise process certain personal, confidential and proprietary information in the operation of our business, including trade secrets, customer information, employee data, corporate data, personal information and other sensitive and protected data. Further, our third-party partners and customers regularly provide us with highly sensitive information, including details about their future product plans and roadmaps. Any unauthorized access to or disclosure of this information, whether inadvertent, malicious or as the result of a cyberattack, security breach or other similar incident, could have a material adverse effect on our third-party partners and customers as well as our own operations, which may in turn result in significant damage to our reputation, business and operating results.
Cyberattacks, including, but not limited to, ransomware events, computer viruses or other malware, phishing or quishing attacks, denial of service attacks, illegal hacking and credential stuffing, targeted attacks driven by AI tools, or other malicious attempts to compromise and/or interrupt the operation of information technology systems continue to increase in frequency, magnitude and sophistication. These increasing threats are being driven by a variety of sources, including nation-state sponsored espionage and hacking activities, industrial espionage, organized crime, advanced persistent threat actors, and hacking by groups and individuals. These sources can also implement social engineering techniques to induce our third-party partners, users, employees or customers to disclose passwords or other sensitive information or take other actions to gain access to our or our third-party partners' data or our users' data. We have also incorporated third-party data into some of our AI models and used proprietary and open-source datasets to train our models and may continue to do so. These datasets may be flawed, insufficient, or contain certain biased information, and may otherwise decrease resilience to security incidents that may compromise the integrity of our AI outputs, leading to potential reputational damage, regulatory scrutiny, or adverse impacts on the performance and reliability of our products, which could, in turn, materially and adversely affect our partners' and customers' operations and trust. We may have limited insight into the data privacy or security practices of third-party providers, including for our AI algorithms. Techniques, including techniques based on or otherwise using AI, used to obtain unauthorized access to, or to sabotage, systems or networks are constantly evolving and may not be recognized until launched against a target. Therefore, we may be unable to anticipate these techniques, react in a timely manner, or implement adequate preventive measures, and we may face delays in our detection, containment, or remediation of, or other responses to, such cyberattacks, security breaches and other similar incidents. Geopolitical instability, such as ongoing conflict between Russia and Ukraine and conflicts in the Middle East, may increase the likelihood that we or our third-party partners and customers could experience direct or collateral consequences from cyber conflicts between nation-states or other politically motivated actors targeting critical technology infrastructure. Furthermore, we may in the future acquire companies that have less robust security measures, which may expose us to increased risk of cyberattacks, security breaches or other similar incidents. As we increase our customer base and our brand becomes more widely known and recognized, and as our products are used in more heavily regulated industries where there may be a greater concentration of sensitive and protected data, such as healthcare, government, life sciences and financial services, we and our third-party partners may become more of a target for these malicious actors.
Cyberattacks, security breaches or other similar incidents with respect to our information technology systems or those of our third-party partners could result in unauthorized access to, or misappropriation, loss of availability or integrity, disclosure, modification, misuse, loss, destruction or theft of, personal, confidential and proprietary information belonging to us or our employees, third-party partners, customers or suppliers, requiring us to notify individuals, regulators, customers, or other persons under applicable laws or contractual obligations. Such incidents could also cause a significant disruptive effect on our services, which could result in us, our third-party partners or our customers suffering significant financial or reputational damage and potential third-party legal action. If our security measures are, or are believed to be, inadequate or breached as a result of third-party action, employee negligence, error or malfeasance, fraud, product defects, accidental technological failure, social engineering techniques, improper user configuration or otherwise, and this results in, or is believed to result in, compromise of the confidentiality, integrity or availability of our data or our third-party partners' and customers' data, or otherwise causes a significant disruptive effect on our services, we could incur significant liability to various parties, including our third-party partners and customers, and to individuals or organizations whose information is being processed by us, our third-party partners or our customers. Further, such information and data being stored in foreign jurisdictions, could lead to us being required to disclose or provide access to data or other IP to a foreign government pursuant to national security or other laws of such foreign jurisdiction. Any perceived or actual violation of security, data protection and/or reporting obligations under relevant privacy and data protection laws, regulations, rules, standards and other obligations could also result in regulatory inquiries, investigations and enforcement actions, fines and/or legal action. We spend significant effort to detect and prevent cyberattacks, security breaches and other similar incidents, and we may face increased costs and be required to expend substantial resources in the event of an actual or perceived cyberattack, security breach or other similar incident. While we and our third-party partners and customers have experienced cyberattacks, including attempts to breach our information technology systems, and may experience cyberattacks in the future, as of the date of this Annual Report, we have identified no material breaches of our information technology systems. We can provide no assurances that we will not experience material breaches of our information technology systems in the future, that our third-party partners and customers will not experience breaches of their information technology systems in the future that are material to us, or that we or our third-party partners and customers have not experienced such a breach but have not yet discovered it.
Hardware and software we procure from third parties, including AI software, or through open-source solutions may contain vulnerabilities and be susceptible to cyberattacks, security breaches or other similar incidents. Additionally, our vendors or service providers may suffer, or be perceived to suffer, cyberattacks, security breaches or other similar incidents that may compromise data stored or processed for us or that may result in a compromise of our information technology system, which may also give rise to any of the foregoing. Our ability to monitor our vendors' and service providers' data security is limited, and, in any event, third parties may be able to circumvent those security measures, resulting in the unauthorized access to, misuse, disclosure, loss, acquisition, modification, unavailability, destruction or other processing of, our and our customers' data. If our vendors or service providers suffer cyberattacks, security breaches or other incidents, we may be unable to perform essential functions to operate our business. To the extent any of our IP is compromised as a result of a security breach experienced by us or by a vendor or service provider, and we do not promptly identify or are not promptly made aware of such breach, we may incorporate compromised IP in our products, thereby making customer implementations of our products vulnerable to future cyberattacks, security breaches or other similar incidents. Moreover, if we, or any of our vendors or service providers, experience a security breach resulting in the exfiltration of confidential data about our information technology systems, such data may provide additional avenues for further attacks. In addition, employees and contractors, and former employees and contractors, including those who become employees or contractors of competitors or other third parties, may misappropriate, wrongfully use, publish or provide to our competitors or other third parties our personal, proprietary or confidential information.
We cannot ensure that any limitations of liability in our agreements with customers, third-party partners, service providers and other third parties with which we do business would be enforceable or adequate or would otherwise protect us from any liabilities or damages with respect to any particular claim in connection with a cyberattack, security breach or other similar incident. Additionally, we cannot be certain that our insurance coverage will be adequate for cybersecurity liabilities actually incurred, that insurance will continue to be available to us on economically reasonable terms, or at all, or that our insurer will not deny coverage as to any future claim. Any of the foregoing may cause our business to suffer and our reputation or competitive position to be damaged, which may have a material adverse effect on our business, results of operations, financial condition and prospects.