We are advancing AI across our product and service offerings, and we are in the initial phases of expanding AI into the core functions of our business. The development and deployment of AI presents both risks and opportunities, and the implementation process could adversely impact the operations of our business as a whole. AI algorithms utilized in the deployment may be flawed or based on datasets that are biased or insufficient, and do not adequately take into account the underlying nature of our business. Failure to adequately train our employees during the deployment of AI could adversely impact our business or result in delays or errors in our offerings. Our competitiveness could also be negatively impacted by our failure to timely develop or deploy AI in our products and services, particularly if our competitors are successful in AI advancements in their products and services. The development of AI technology will require significant investment in resources and human capital and could increase our costs. There is uncertainty related to the legal and regulatory landscape surrounding rapidly evolving AI technologies, particularly in the areas of cybersecurity, intellectual property, and privacy and data protection. Failure to comply or appropriately respond to this developing landscape may result in increased legal liability, adverse regulatory action, or reputational damage.