ElectrifAi products executed the following for 4 data sources: Data Validation, Data Cleansing and Consolidation, Line of Business hierarchy updates, Vendor Clustering and Parenting, Spend Classification, Application of Veolia Feedback, Data Extraction and Delimited Text File Delivery