XDM
Data Orchestration Platform
Enhance your Application Testing
Empower your teams with test data management that goes beyond simple copying. XDM delivers test data seamlessly – ensuring control, speed, and compliance in every environment.
Why use XDM
Organizational
Configure, share and control test data management across roles and departments
Boost productivity by providing data-on-demand across functions and departments
Shift from a reactive process to a proactive data strategy
Technical
Deploy test data seamlessly across all platforms in a unified process
Automate complex data workflows to reduce manual effort
Minimize errors in processing
Regulatory
Mask and anonymize sensitive information
Control access to data and processes
Ensure compliance with data privacy regulations such as GDPR, HIPAA, etc.
Value for your Teams
Developers
Specific data for creating tests and error analysis
Testers & Product Teams
Repeatably deliver realistic and consistent data to validate products
Automation engineer
Reproducible mass-data for regression and load testing
ML Engineers
Real-world mass data to (re-)train and test your AI models
Data Supply:
Automated. Repeatable. Secure.
Test data on demand. Completely trackable and logged.
Central roles for a data flow without compromise
Data Operator
Designer of the test data process
Know how entities are stored,
connected and accessed
Have the skills to distribute data
and automate processes
Understand entity, relationships & access
Data Consumer
Consumers with a clear data path
Specify the data requirements for their tasks
Understand business objects and dependencies
Rely on operators for efficient provisioning
Real-world XDM Solutions
Banking
Testing teams cover various platforms: Db2 z/OS, Oracle, SQL Server
Complex, interdependent data structures
XDM was the only solution to meet POC criteria
Centralized control, automation, and daily tailored data supply for teams
Insurance
Insurer (5,000+ employees) using Oracle, SQL Server, Db2, IMS (10+ PB data)
200 developers & testers across departments depend on provisioning
XDM delivers on-demand data into 600+ tables for 80,000 contracts daily
Self-service data shop enables independent, custom requests
Retail
Retailer (3,800+ stores) with a complex application landscape (central Db2, others as satellite)
Development teams need individual data provisioning & independent configs
XDM serves as a central platform for diverse databases and team workflows
Provision processes are reusable by other teams via the data shop
XDM Overview FAQs
XDM is a test data management platform that helps organizations prepare and deliver safe, usable data for development, testing, QA, DevOps, and cloud programs. It brings together masking, subsetting, synthetic data generation, provisioning, and automation in a single approach to non-production data management.
XDM is used to manage non-production data across software delivery and modernization workflows. Common use cases include test data provisioning, data masking, synthetic data generation, environment refreshes, CI/CD automation, and cloud migration testing.
Yes. XDM supports both approaches. Protected production-derived data is valuable when realism and existing business behavior matter most. Synthetic data is useful when privacy requirements are higher, source data is unavailable, or new test scenarios need to be created quickly.
XDM reduces reliance on raw production copies by giving organizations safer ways to supply data to non-production environments. That may include masked data, targeted subsets, synthetic data, or a combination of these approaches.
XDM removes delays from the test data process. Instead of waiting on manual refreshes, tickets, or one-off scripts, teams can get fit-for-purpose data faster and keep testing and release work moving.
XDM helps organizations limit unnecessary exposure of sensitive data in lower environments. It supports stronger control over how non-production data is prepared, protected, and delivered across teams and systems.
XDM combines data protection, provisioning, automation, and synthetic data generation in a more flexible model than legacy tools. It helps organizations move beyond brittle scripts, slow refresh cycles, and hard-to-scale manual processes.
Align your data with consumer needs across roles and departments!
More information about XDM