Patching with a real rollout pipeline
Ring deployment with adaptive sizing from live service group topology, risk-weighted canary selection, and pre/post fingerprint comparison for drift-triggered rollback — not just install-failure rollback. A global kill switch force-cancels in-progress agent jobs across every organization. A 7-metric KPI dashboard covers MTTR, rollback rate, false positive rate, and circuit breaker precision.
Zero-knowledge privileged access
Credentials live in the vault. Nobody knows the password — not the operator, not the admin, not whoever created the account. Checkout grants access for a session. Check-in triggers automatic rotation. Break-glass sessions always rotate on return, no exceptions. Seven credential types across five rotation providers, all through the same audit-logged system. Workflow steps check out credentials programmatically with the same trail as a human operator.
Workflow automation with control gates
A workflow is a graph of steps. PAM checkout, human approval with configurable quorum, conditional branching, parallel fan-out, delay, webhook, and host script execution are all first-class step types. Runbooks connect platform events to workflows with rate limits, cooldown windows, and stabilization validation metrics. Simulation mode predicts exactly what would execute before touching a single host.
Host control and session accountability
Fourteen capability areas in one surface per host: health metrics, network performance, services, processes, user and group management, file browser, SSH and PowerShell console, remote control, software, security posture, diagnostics, OOB management. Every SSH, PowerShell, and remote control session is fully screen-recorded. RDP is disabled by the agent between sessions.