The rapid rise of AI has exposed major gaps in identity and access management systems, as machine identities now far exceed human users and are increasingly targeted by attackers. Traditional IAM models, built for static users, struggle to manage the massive number of dynamic, short-lived sessions created by AI workloads across environments like Kubernetes and microservices. As a result, the session has become the key security boundary rather than the user account. Eclypses MTE addresses this challenge by securing each session at the data level, providing stronger control, reducing identity-based risks, and helping organizations protect increasingly complex AI-driven environments.

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