Our sales are dependent on continued innovations in hardware, software and services by our vendor partners and the competitiveness of their offerings, and our ability to partner with new and emerging technology providers.
The technology industry is characterized by rapid innovation and the frequent introduction of new and enhanced hardware, software and services, such as cloud-based solutions and other virtual services, including SaaS, infrastructure as a service, or IaaS, platform as a service, or PaaS, device as a service, or DaaS, the internet of things, or IoT, and AI. We have been and will continue to be dependent on innovations in hardware, software and services, as well as the acceptance of those innovations by customers. Also, customers may delay spending while they evaluate new technologies. A decrease in the rate of innovation, a lack of acceptance of innovations by our customers or delays in technology spending by our customers, could have an adverse effect on our business, results of operations or cash flows.
In addition, if we are unable to anticipate and expand our capabilities to keep pace with changes in technology and new hardware, software and services, for example by providing the appropriate training to our account managers, technology specialists and engineers to enable them to effectively sell and deliver such new offerings to customers, our business, results of operations or cash flows could be adversely affected.
We also are dependent upon our vendor partners for the development and marketing of hardware, software and services to compete effectively with hardware, software and services of vendors whose products and services we do not currently offer or that we are not authorized to offer in one or more customer channels. To the extent that a vendor’s offering that is in high demand is not available to us for resale in one or more customer channels, and there is not a competitive offering from another vendor that we are authorized to sell in such customer channels, our business, results of operations or cash flows could be adversely impacted.
We use artificial intelligence in our business, as do certain of our business partners, and challenges with properly managing its use could result in reputational harm, competitive harm, significant unexpected expenses and legal liability, which may adversely affect our results of operations.
Our business utilizes artificial intelligence and machine learning technologies, which are offered by third parties, to add AI-based applications to our offerings. Our offerings utilize machine learning algorithms, predictive analytics, and other artificial intelligence technologies. If these artificial intelligence or machine learning models are incorrectly designed, the performance of our products, services, and business, as well as our reputation, could suffer or we could incur liability through the violation of laws or contracts to which we are a party. If we fail to deploy AI as intended, our competitors may incorporate AI technology into their products or services more successfully than we do, which may impair our ability to effectively compete in the market. In addition, market acceptance of artificial intelligence and machine learning technologies is uncertain.
Additionally, we are making, and plan to make in the future, investments in adopting artificial intelligence and machine learning technologies across our business. As a result, the integration of AI into our operations may not be successful despite expending significant time and monetary resources to attempt to do so. Our investments in deploying such technologies may be substantial and may be more expensive than anticipated.
As with many technological innovations, artificial intelligence presents risks and challenges that could affect its adoption, and therefore our business. Uncertainty in the legal regulatory regime relating to AI may require significant resources to modify and maintain business practices to comply with U.S. and non-U.S. laws, the nature of which cannot be determined at this time. Several jurisdictions around the globe, including Europe and certain U.S. states, have already proposed or enacted laws governing AI. For example, on October 30, 2023, the Biden administration issued an Executive Order to, among other things, establish extensive new standards for AI safety and security. Other jurisdictions may decide to adopt similar or more restrictive legislation that may render the use of such technologies challenging. These obligations may make it harder for us to conduct our business using AI, lead to regulatory fines or penalties, require us to change our product offerings or business practices, or prevent or limit our use of AI. If we cannot use AI, or that use is restricted, our business may be less efficient, or we may be at a competitive disadvantage. Any of these factors could adversely affect our business, financial condition, and results of operations.