Fix Workflows

Guided fixes

• Some findings include recommended fixes.
• Review fixes before applying them.
• Validate changes in a staging environment before production rollout.

AI recommendations (optional)

• AI guidance is available only when enabled in the Policy tab.
• Recommendations are based on evidence snippets and should be reviewed by engineers.

Approvals

• Organizations can require approvals before fixes are applied.
• Each approval step is audited.
• Maintain separation of duties between author and approver.

Rollback

• If a fix causes issues, use the rollback option where available.
• Record rollback reasons for audit and continuous improvement.