IBM Optim Test Data Management

IBM Optim Test Data Management, formerly InfoSphere Optim, provisions production-like data for application testing, DevOps and AI/ML training. It extracts right-sized data as complete business objects, preserving application context and referential integrity across related tables.

Reusable test datasets are provisioned on demand across non-production environments and can be delivered automatically to CI/CD pipelines. Built-in privacy controls apply policy-driven data masking to protect sensitive information while keeping data usable, to comply with data protection regulations.

It is part of the IBM Optim family, with Optim Data Privacy and Optim Archive. IBM Optim is a commercial product.