Over the past year, for example, new capabilities were emplaced to securely manage contractor access to firm systems using secure virtual machine technology; The Carlyle Group personnel benefited from enhanced mobile device management features in support of our remote workforce; and we improved detection and response capabilities through the build out of our Security Information and Event Management (or SIEM) and Security Orchestration and Automated Response platforms.