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3 min read
8/20/2024
Banking

Secure Test Data Management Platform

Comprehensive test data management platform with data masking, synthetic data generation, and automated environment provisioning for secure testing.

Production Data Security Risks

Using production data for testing created significant security risks and compliance violations. Manual data masking was time-consuming and error-prone, while synthetic data was often unrealistic, leading to inadequate testing coverage and potential security breaches.

Automated Test Data Platform

We built a comprehensive test data management platform with intelligent data masking, realistic synthetic data generation, and automated test environment provisioning. The system ensures data privacy while maintaining data relationships and referential integrity.

Secure Testing Excellence

The test data management platform transformed testing operations by achieving complete data privacy compliance, dramatically reducing environment setup time, and improving test data quality and realism.

100%
Data Privacy Compliance
Full regulatory compliance
-70%
Environment Setup Time
Automated provisioning
+85%
Test Data Quality
Realistic synthetic data
100%
Security Risk Reduction
No production data exposure

Technologies Used

Apache Airflow
Workflow automation
PostgreSQL
Test data storage
Docker
Environment containerization
Kubernetes
Container orchestration
Python
Data processing scripts
Terraform
Infrastructure as code

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