Test Data Management
Test Data Management - Accelerating Innovation by Removing Data Friction
In the era of rapid release cycles, waiting for test data is a bottleneck you cannot afford. Traditional methods of copying production data are slow, storage-intensive, and risky. Mage Data’s Test Data Management (TDM) solution automates the delivery of secure, high-quality data to fuel your CI/CD pipelines.
Whether you choose to mask data in-place, run high-speed Extract-Mask-Load (EML) pipelines from production, or provision instant virtual copies, Mage Data ensures your developers have the data they need, when they need it. Our context-preserving masking algorithms maintain referential integrity and statistical consistency, ensuring that your data remains functionally usable for rigorous testing. By combining Sensitive Data Discovery, Static Data Masking, and Database Virtualization, we enable enterprises to slash storage costs, ensure compliance, and automate everything via APIs for faster, safer innovation.
Key Capabilities
Test Data Management Overview
Sensitive Data Discovery
AI-powered discovery locates sensitive data with patented accuracy before masking begins.
Learn moreStatic Data Masking
Permanently mask sensitive data in non-production environments using advanced anonymization while maintaining consistency.
Learn moreIntelligent Subsetting
Extract referentially intact subsets of production data for testing while maintaining relationships.
Learn moreDatabase Virtualization
Create virtual copies of databases in minutes. Space-efficient clones reduce storage costs and accelerate cycles.
Learn moreConversational User Interface
Interact with your test data pipeline using natural language to request datasets and manage provisioning.
Learn moreReady to Get Started?
See Test Data Management in action with a personalized demo.