Avo Assure Test Data Management (TDM) is a comprehensive platform designed to address one of the most common bottlenecks in QA cycles: the management of realistic and compliant test data. In today’s fast-paced digital economy, delivering high-quality applications at speed requires readily available, accurate, and production-like data in non-production environments. Without such data, teams face increased defect leakage, spiraling bug-fix costs, and significant regulatory risks. Avo TDM automates the entire data lifecycle, from discovery and masking to synthetic generation and provisioning, ensuring that QA and development teams always have the right data, in the right environment, at the right time. This leads to faster software releases, superior test quality, assured compliance with stringent data privacy regulations like GDPR, CCPA, and HIPAA, and overall cost efficiency by avoiding expensive production fixes and compliance penalties. The solution integrates AI-powered GenRocket for real-time, on-demand generation of test-case-specific datasets, allowing teams to spin up realistic data instantly from within the TDM interface. The workflow typically involves Avo TDM scanning the data landscape to discover and define sensitive fields and test requirements. Users then design synthetic data models using GenRocket, specifying data domains, relationships, generation rules, and scenario logic. This data can be generated directly into Avo Assure's Data Table Utilities and refreshed on demand before each test execution, enabling full automation. Scenarios, G-Cases, and data structures are reusable, version-controlled, and executable via scripts or CI/CD pipelines, empowering teams by freeing them from manual data setup and ensuring data compliance by design.

Features & Benefits

• Data Discovery & Classification
  • Identifies and secures sensitive data across various environments.
• Data Masking & Obfuscation
  • Applies robust anonymization techniques to ensure PII (Personally Identifiable Information) compliance.
• Synthetic Test Data Generation
  • Leverages AI-powered GenRocket to design and generate test-case-specific datasets on demand, providing realistic and diverse data.
• Data Provisioning & Refresh
  • Instantly delivers fresh synthetic data via the Avo TDM Data Table, with an optional refresh capability before each test run for up-to-date data.
• Scalable & Secure Architecture
  • Designed to handle billions of records, maintain referential integrity, and support multi-user access with high security, ensuring enterprise-grade performance.
• Plug-and-Play Integration
  • Seamlessly integrates with Avo Assure’s UI and existing CI/CD pipelines, supporting real-time, self-service data generation across testing workflows.
• Faster Releases
  • Significantly cuts test data preparation time from days to minutes, accelerating software delivery cycles.
• Superior Test Quality
  • Enables teams to catch defects earlier by providing realistic, diverse, and compliant datasets for comprehensive testing.
• Compliance Assured
  • Ensures adherence to data protection mandates like GDPR, HIPAA, and CCPA, mitigating legal risks and potential fines.
• Cost Efficiency
  • Reduces overall costs by avoiding expensive production fixes and compliance penalties associated with non-compliant data.