Test Data as a Service


Safe, Realistic, and Ready Fast

Test Data Services


IRI Test Data as a Service (TDaaS) provides you with safe, referentially correct test sets for relational databases of any size, as well as custom-formatted structured and semi-structured files with test data.


Just send us the DDL or layout information for the data you need, along with any complex business rules, and we will engage in a service by the hour to synthesize that data for your:

  • DB, Data Warehouse, and Data Vault prototypes
  • Application stress-testing and DevOps
  • Software or hardware benchmarks
  • Product demonstrations
  • Outsourced developers


Data targets can be created at IRI and sent through email or S/FTP, staged in a cloud service, or populated directly into your targets through remote log-in to your monitored system(s) under NDA.


IRI also works with the software testing and quality engineering experts at Cigniti, ValueLabs, and Capgemini, all of whom specialize in these fields and have integrated IRI data synthesis, subsetting, aned masking capabilities into their test data management solution stacks, like Cigniti BlueSwan and ValueLabs Test Data Hub. Their worldwide presence and knowledge of IRI software if you need to integrate on-demand test data into an application workflow already in progress.


Please use the information request to discuss your use case and obtain a cost quote.

Data Masking as a Service (DMaaS)

IRI also provides remote or cloud based data masking services for production data you prefer to work with. This data can be in databases, files, spreadsheets, Hadoop, and cloud platforms. Sources can be structured, semi-structured, or unstructured, big and small.

IRI experts in this case classify, discover, and consistently de-identify personally identifiable information (PII) and other sensitive data to preserve referential integrity. The masked targets in lower development environments are realistic, ready for testing, and compliant with data privacy laws.