Pelican is an AI-powered enterprise-scale technology to compare, validate and reconcile datasets across two heterogeneous data stores at a Petabyte scale. This includes table/views & column comparison, cell-level validation, selective column mapping, even mapping tables and columns with different data types or names, data lineage visualization, and provides sample encryption. The validation can be achieved, without coding or data movement.