We have invested in and plan to continue to invest in the research and development of artificial intelligence and machine learning technologies, including generative AI. We view our continued investment in AI and generative AI research and development as an opportunity to enhance our products and services, strengthen our competitive advantage, and contribute to the responsible advancement of AI and generative AI technology. While we aim to do so in a responsible manner, social, ethical, regulatory, and legal issues relating to the use of new and evolving technologies such as AI and generative AI in our offerings may result in reputational harm and liability, as well as failures in regulatory compliance, and may cause us to incur additional research, development, and compliance costs. We are increasingly building into many of our offerings new software for integrating and creating the opportunity for our customers to integrate themselves as well as existing AI and generative AI tools in the market. As with many innovations, AI and generative AI present risks that could affect its adoption and contribution to our business. If we enable or offer solutions that draw controversy due to their perceived or actual impact on society, we may experience brand or reputational harm, competitive harm, or legal liability.
Government regulation related to AI and generative AI use and ethics may also increase the burden and cost of research and development, testing, and maintenance and delay implementation of these technologies. The rapid evolution of AI will require the application of resources to develop, test and maintain our products and services to help ensure that AI and generative AI are implemented in a way that minimizes unintended, potentially harmful, or adverse impacts. It is possible that further laws and regulations will be adopted, or that existing laws and regulations may be interpreted, in ways that would affect our business and the ways in which we, our partners, and customers or potential customers use AI and machine learning technology, which may impact their use adoption of our solutions and may adversely affect our financial condition and our results of operations, including as a result of costs we incur to comply with such laws or regulations.