For instance, a month ago Ping Identity announced its new Just-in-time Privileged Access capabilities within the Ping Identity Platform, offering comprehensive capabilities across all three categories of identity: Access Management (AM), Identity Governance and Administration (IGA), and Privileged Access Management (PAM). Ping is bringing that same power to the Ping Identity Platform to help administrators navigate complex identity environments and make smarter, faster decisions. In parallel to securing AI agents, Ping Identity is introducing AI-powered assistants for system administrators. These assistants, integrated into the Ping Identity Platform, are intended to help administrators navigate increasingly complex identity management environments. Collaborating across cybersecurity, including security operations, application and agent security, identity and data protection, Ping partners are extending the reach of AI-driven defense.