Digital transformation and innovation · Technology implementation and upgrades
Developing, testing and deploying AI systems and third-party AI models may continue to increase the cost of our solutions, including due to the nature of the computing costs involved in such systems.
Information management · Data quality and integrity
It is also possible that hardware or software failures or errors in our systems (or those of our third-party service providers) could result in data loss or corruption, cause the information that we collect or maintain to be incomplete or contain inaccuracies that our customers regard as significant.
Technology infrastructure · Disaster recovery and business continuity
We do not have redundancy for all our systems, many of our critical applications reside in only one of our data centers, and our disaster recovery planning may not account for all eventualities.
Information management · Information systems and reporting
Our ability to collect and report data may be delayed or interrupted by a number of factors, including access to the internet, the failure of our network or software systems, security breaches or significant variability in visitor traffic on customer websites.
Information management · Technology vendor dependence
We rely on third-party service providers and technologies to deliver our solutions and business operations and to operate critical business systems, such as cloud-based infrastructure, data center facilities, generative AI, large language models, encryption and authentication technology.