# Failure Modes This Role Prevents

The concrete production incidents this role's discovery and ownership tracking is designed to prevent.

- An orphaned production service with no named owner goes unpatched for months because no one is accountable for it.
- A stale package inventory hides a vulnerable dependency that a security scan assumes was already remediated.
- A job or notebook with no recorded environment is promoted to production by mistake because its deployment revision was never tracked.
- A shared service identity across multiple jobs makes a security incident impossible to attribute to the responsible owner.
- An asset misclassified as low-criticality skips the controls a genuinely business-critical system requires.