As organizations accelerate digital transformation, machine security exposure continues to expand across cloud environments, on-premises infrastructure, remote work settings, bring-your-own-device (BYOD) programs, and third-party ecosystems. Increasing numbers of connected devices, applications, workloads, and business partnerships create a broader attack surface and introduce new cybersecurity risks. The growing reliance on public and hybrid cloud platforms, remote access technologies, and interconnected systems makes it more challenging to manage and secure machine identities consistently. As innovation drives the adoption of specialized devices, automated workloads, and electronic data exchanges, organizations must ensure that every device and workload is securely authenticated and mana

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