Delete incident records after recovery to avoid blame. This does not address the operational constraint that the team has limited maintenance windows.

Treat every minor log warning as a page-worthy outage. This would leave the data classification project dependent on manual intervention or excessive privilege.

Define SLIs and SLOs, manage error budgets, practice blameless incident response, and prioritize reliability work based on user impact. Apply this to the data classification project with controls that are documented, testable, and owned by the right team.

Set all SLOs to 100 percent so teams aim for perfection. This fails the least privilege requirement for the retail enterprise.