• Fill test databases with realism and referential integrity
• Generate intelligent test data in text files, documents, reports, or images
• Improving Application Quality Through Stress Testing and Automation
• generate the data volume required for hardware and software benchmarking
• Preview of ETL mappings and prototypes of Data Vault models with test data
• Make anonymized datasets for offshore developers available online
• Direct integration with database clones, virtualization, and DevOps pipelines

Use only data models or metadata, but no actual production data?

Then you need a robust tool for generating test data. Table views, index sequences, key relationships, and file and report contents must reflect the characteristics of production data in order to be useful for testing. Generating realistic values and formats with synthetic data within ideal ranges and frequencies—and populating large targets—can be very time-consuming with other tools or programs.

With the IRI RowGen- Tool for the synthesis of test data or the IRI VoracityThe Test Data Management (TDM) platform, into which RowGen is embedded, allows you to create multiple intelligent test data targets for test databases, file structures, and custom report formats. regenerate from scratch – and all of this without access to real data. Or if you have real data wish to use, anonymize, segment, or otherwise mask data from production, Yes, you can do that with the IRI data masking tools in Voracity as well.