Test Data Services
IRI Test Data as a Service (TDaaS) refers to projects our expert team (not SaaS) can create and run in your environment to synthesize (or mask) referentially correct test sets for relational and NoSQL databases of any size, or custom-formatted structured, semi-structured, and unstructured files, documents, and images. By engaging IRI TDaaS, you will get the team and technology to build automated test data provisioning solutions that address your database, system or application development requirements.
We define TDaaS in a couple ways:
1) As a professional service, where you send us the DDL or layout information for the data you need, along with any complex business rules, and we will provide test data management services by the hour, day, or project, to design and execute the test data generation jobs you need.

- 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 access or supervision of your team under NDA.
2) As a self-service test data portal, where IRI creates synthetic, subsetted, or masked test data in conjunction with third-party software environments like CI/CD platforms and fit-for-purpose test data management hubs from Cigniti, ValueLabs, Windocks, Capgemini and Expleo. These companies specialize in DevOps and can integrate IRI test data generation capabilities into their offerings for test data provisioning. Their worldwide presence and knowledge of IRI software allow you to combine robust test data generation and state-of-the-art ergonomics to provide the test sets your developers need in a managed way.
Please use the information request form below, or write to info@iri.com to discuss your needs for expert-driven test data management solutions and obtain a cost quote.
Data Masking as a Service (DMaaS)

Beyond synthetic test data generation software and services, IRI also provides remote, supervised classification and data masking services for your databases, files, spreadsheets, documents, and images stored on-premise or in the cloud. Sources can be structured, semi-structured, or unstructured, big and small.
IRI experts will work with you to classify, discover, and consistently de-identify personally identifiable information (PII) and other sensitive data while preserving referential integrity and database resources. The masked targets will be realistic, ready for testing, and compliant with data privacy laws.