Automation

Automatic Safe Fixes

How automatic remediation works under policy.

Overview

Automatic Safe Fixes is part of VaultLayer's trusted automation lifecycle: Detect → Explain → Preview → Approve → Execute → Verify → Evidence → Rollback.

Safety defaults

No silent changes
Confidence and risk on every recommendation
Policies and maintenance windows respected