AI Shield M99 vs Rubrik Rubrik Agent Cloud: Side-by-Side Comparison (2026)

Rubrik Rubrik Agent Cloud

Enterprise and mid-market security teams managing AI agents across hybrid infrastructure need Rubrik Rubrik Agent Cloud because it's the only platform that combines automatic agent discovery with policy-enforced remediation, letting you govern agent behavior before it creates data exposure. The tool covers 11 NIST CSF 2.0 areas including the critical identity management and continuous monitoring functions, with particular strength in RS.MI incident mitigation through its agent action rollback capability. Skip this if your organization has minimal AI agent deployment or lacks the infrastructure complexity to justify a dedicated agent security layer; for smaller teams, a broader PAM or EDR tool will do the job.