Our workforce is exposed to and uses AI technologies for certain tasks related to our business. While we have training and guidelines specifically directed at the use of AI tools in the workplace, use of these AI tools, whether authorized or unauthorized, poses risks relating to intellectual property, data protection, cybersecurity, and exposure of our proprietary confidential information to unauthorized recipients, which could result in the loss of intellectual property protection of such information, the misuse of our or third-party intellectual property, and the inability to claim intellectual property ownership of outputs from AI tools. Use of AI technology by our workforce even when used consistent with our guidelines, may result in allegations or claims against us related to violation of third-party intellectual property rights, unauthorized access to or use of proprietary information and failure to comply with open source software licenses. AI technology may also produce inaccurate responses that could lead to errors in our decision-making, solution development, operations or other business activities, which could have a negative impact on our business, operating results and financial condition. Our ability to mitigate these risks will depend on effective training, monitoring and enforcement of appropriate policies, guidelines and procedures governing the use of AI technology, and compliance by our workforce.
Use of generative AI in our code development process, while offering various potential benefits, could also pose certain ownership and security risks with respect to our codebase, given the current legal uncertainties relating to ownership of AI- or ML-generated works and the potential for security flaws in output code. If any of our employees, contractors, vendors or service providers use any third-party AI-powered software in connection with our business or the services they provide to us, such use may lead to the inadvertent disclosure of our confidential information, including inadvertent disclosure of our confidential information into publicly available third-party training sets, which may impact our ability to realize the benefit of, or adequately maintain, protect and enforce our intellectual property or confidential information, harming our competitive position and business.