ElectrifAi products executed the following for 7 data sources: Data Validation, Data Cleansing and Consolidation, Vendor Clustering and Parenting, Spend Classification, Application of Neiman Marcus Feedback, Data Extraction, SpendAi Dashboards available to all licensed users.