Data profiling (formerly Lakehouse Monitoring)

Data profiling computes summary statistics and drift metrics over time for Unity Catalog tables, including inference tables that hold model inputs and predictions, so teams can track data quality and model performance and get alerts when they change. Formerly called Lakehouse Monitoring, it is part of Data quality monitoring in Unity Catalog.

Status and dates are extracted from public sources only. We don't see the private AE-shared roadmap. If something looks wrong, tell us.