Pipeline Quality Audit

Audits sales pipeline record quality for completeness, consistency, timeliness, and forecast-confidence hygiene. The app loads a deterministic managed table of audit findings, summarizes overall quality with scorecards, and highlights the open defects that most threaten forecast reliability.

Users can filter findings by status, severity, owner, and free-text search, inspect a severity-by-rule chart, add new audit findings into the managed table, and mark findings as resolved or reopened as remediation progresses. The dashboard is intended to support deterministic CRM hygiene reviews and a prioritized remediation queue before forecast lock.