VCF 9.1 Autonomous Operations: Telemetry, Policy, and Verified Recovery

This article explores bounded autonomous operations in VMware Cloud Foundation (VCF), connecting trustworthy telemetry to policy, scoped execution, and verified service outcomes. It covers the closed-loop operations model, five operational planes, autonomous recovery as a maturity model, decision criteria for bounded autonomy, operational ownership, failure scenarios, and a practical implementation path. It emphasizes starting with approved, reversible workflows with named owners and tested fallback paths, progressing from evidence collection to approval-gated remediation, and enabling narrow unattended actions only where testing supports them.