Digital transformation and innovation · Artificial intelligence and automation
The development and integration of new technologies — including generative AI ('Gen AI') and machine learning — is complex, time-consuming, and subject to significant risks. New technologies may contain errors, vulnerabilities, or unintended outputs, including incorrect or biased results, that are not easily detectable, which could lead to customer dissatisfaction, reputational harm, litigation, or increased regulatory scrutiny.
Cybersecurity and data protection · Insider threats and access controls
When a data breach occurs, our information technology systems and infrastructure can be subject to damage, compromise, disruption, and shutdown due to attacks or breaches by hackers or other circumstances, such as error or malfeasance by employees or third-party service providers, phishing, social engineering, account takeovers, vulnerability exploitation, misconfigurations, ransomware, or technology malfunction.
Cybersecurity and data protection · Third party data security and vendors
Malicious hackers, state-sponsored actors, insiders and third-party service providers have attempted to penetrate, and in some cases succeeded in penetrating, our networks or those of our vendors. Such attempts are increasing in number and in technical sophistication, including through the use of AI, and have in the past and could in the future expose us and the affected parties, to risk of loss or misuse of proprietary, personal or confidential information or disruptions of our business operations.
Digital transformation and innovation · Technology implementation and upgrades
Our evolving IT environment, including embracing new ways of sharing data and communicating and increasing our internal use of Gen AI, may introduce new attack vectors, and our policies and controls may not keep pace with emerging threats or regulatory requirements.
Information management · Data quality and integrity
The software upon which we rely may contain undetected technical errors or bugs, which may only be discovered after the code has been released for external or internal use. Technical errors or other design defects within the software upon which we rely may result in a negative experience for customers, clients or third-party partners and issues in our provision of our products and services or their functionality.
Technology infrastructure · Legacy systems and technical debt
We and our third-party service providers have experienced and may continue to experience such incidents, particularly as we integrate legacy IT infrastructure and systems. Threat actors have previously and could in the future exploit a new vulnerability before we complete our remediation work or identify a vulnerability that we did not effectively remediate.