AuditTrailBI

AuditTrailBI is a web app that focuses on descriptive analytics with one promise: every metric on a dashboard can be traced back to the exact data, query, and transformation that produced it. Teams often waste hours arguing about “why the number changed” after a pipeline tweak, a backfill, a late-arriving file, or a silent schema change. This tool ingests your warehouse metadata and BI query history, then builds a time-ordered “metric change log” showing what changed, when, and which upstream tables/jobs were involved. It generates a plain-English incident-style summary (optional AI) and a reproducible SQL snapshot for verification. It’s not trying to replace your BI tool; it sits alongside it to reduce mistrust and firefighting. If your org already has dashboards but low confidence in them, this is a practical, defensible layer that makes descriptive reporting reliable again.