Valid Use Cases, Benefits & Differentiators

Use Cases

Product Valid Usecase
  • Eliminate Bad Data
  • Multiple domain data hubs - Customer, Vendor, Item or Material, Accounts, Equipment etc.
  • Data Profiling and Data Visualization
  • Data Assessment
  • Data Cleansing, both active and passive.
  • Data Consolidation and Harmonization
  • Data Standardization
  • Data Health Check


  • Get Clean, Stay Clean
  • Automated and mature AI driven de-duping algorithms
  • Rapid implementations (12 weeks): Data assessment and cleansing.
  • Cleansed data can be synchronized with ERP, PLM, CRM, and EAM Systems with Smart Data Adapters.
  • Drag and drop workflow to accommodate complex data quality needs.
  • High Performance
Product Benefits


Product Differentiators
  • Cloud first, ease of use.
  • Also available on premise and private cloud.
  • Templated data quality approach for Oracle Cloud ERP, SAP S/4, C/4, SFDC, Workday® and more.
  • Low code to No code
  • Robust Workflow
  • Business rules engine for complex routing of data