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A Bash-first playbook for making AI on Enterprise Linux audit-ready without pricey tools: harden with OpenSCAP and SELinux/AppArmor; enforce provable data controls via encryption, ACLs, and auditd; ship reproducible, signed rootless containers; generate SBOMs and scan with Trivy; and redact/forward logs—delivering evidence for EU AI Act, NIST, ISO 42001, GDPR, HIPAA, and SOC 2.