This is a representative example of a ValidFlow Data Confidence Report showing the overall confidence score, individual item breakdown by category, and the specific data-quality issues generated from realistic project data to show what a report looks like.
The sample report demonstrates how ValidFlow scores a board across six weighted dimensions: ownership which checks whether every item has a clear assignee, workflow which checks whether items follow the expected status transitions, dependencies which checks whether linked items are consistent and unblocked, staleness which checks whether items have been updated within expected timeframes, duplicates which checks whether near-identical items exist on the board, and consistency which checks whether values follow expected patterns and formats.
The report shows an aggregate confidence score with a breakdown across six categories, plus a sample of specific issues found. Category scores highlight where data quality is strongest and where attention is needed.
This is exactly what you receive when you connect a board to ValidFlow. Try it free by connecting Jira, Monday.com, or Airtable and get your first confidence score in under five minutes with no credit card required.