Test Data Management
Test Data Management
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 across all databases with patented accuracy and minimal false positives before masking begins.
Static Data Masking
Permanently mask sensitive data in non-production environments using encryption, tokenization, redaction, and anonymization while maintaining data consistency.
Intelligent Subsetting
Extract referentially intact subsets of production data for testing. Reduce data volume while maintaining relationships and full test coverage.
Database Virtualization
Create virtual copies of databases in minutes instead of hours. Reduce storage costs and accelerate development cycles with instant, space-efficient clones.
Conversational User Interface
Interact with your test data pipeline using natural language — request datasets, trigger masking jobs, and manage provisioning workflows without writing a single line of code.
Ready to Get Started?
See Test Data Management in action with a personalized demo.