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Avo Assure

The Ultimate Enterprise Grade No-Code Solution for End-to-End Test Automation.

Test Data Management

Avo TDM delivers data-compliant synthetic test data on demand.

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Intelligent, GDPR-Compliant Synthetic Data for Faster, Safer Testing
with Avo Assure Test Data Management

Deliver high-quality software faster with data-compliant synthetic test data available anytime you need it

Schedule a Demo

Why Enterprises Need a Modern Test Data Management Tool

In today’s fast-paced digital economy, delivering high-quality applications at speed requires realistic and compliant test data. Yet, managing such data is one of the most common bottlenecks in QA cycles. Without accurate, production-like data in non-production environments, teams face higher defect leakage, spiraling bug-fix costs, and regulatory risks.

Avo’s Test Data Management (TDM) solution is a platform that automates data discovery, masking, synthetic generation, and provisioning to ensure your teams always have the right data, in the right environment, at the right time.

  • Faster Releases
  • Superior Test Quality
  • Compliance Assured
  • Cost-Efficient

Automate and anonymize complex data workflows to eliminate manual dependencies. Avo TDM with enables real-time data generation during tests, letting QA teams spin up realistic data instantly from within the TDM interface 

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Run tests on highly realistic, patterned and conditioned datasets. Avo TDM maintains referential integrity across complex models and enables targeted coverage of edge cases 

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TDM ensures no sensitive production data enters non-production zones. Our data replacement method creates fully anonymized datasets—eliminating PII leakage risks

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Traditional TDM systems can cost hundreds of thousands of dollars and take months to implement. In contrast, Avo TDM approach is more cost-effective and can be operational in days.

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  • Test Case Creation
  • Test Execution
  • Test Maintenance
Create test cases effortlessly and efficiently, saving time and resources 
  • Automated Test Generation: Instantly create test cases from requirements in PDFs or JIRA. 
  • Enhanced Smart Recorder: Capture user actions automatically for quick and code-free test creation. 
  • Smart Element Repository: Manage and reuse elements across projects, reducing repetitive tasks. 
  • Drag-and-Drop Functionality: Organize and update tests seamlessly with a user-friendly drag-and-drop interface. 
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Simplified test execution for faster time-to-market
  • Parallel Test Execution: Execute tests instantly across different application environments
  • Built for Speed: Faster load times, robust performance, and stable, reliable testing. 
  • Unified Testing Projects: Run web, mobile, API, and mainframe tests in one flow. 
  • Flexible Scheduling: Schedule tests to run anytime, even overnight—24/7 automation!
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Spend less time on test maintenance
  • Self-Healing Test Cases: Avo automatically adjusts tests to minimize false positives. 
  • Automated Test Data Management: Instantly create and manage realistic test data, reducing manual effort & human errors 
  • Reusable Test Components: Centralize elements and reduce redundancy for faster setups. 
  • Seamless Version Control: Simplifies collaboration with test case branching and merging. 
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Key Features of Avo’s Test Data Management Solution

 

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Data Discovery & Classification

Identify and secure sensitive data across environments.

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Data Masking & Obfuscation

Apply robust anonymization for PII compliance

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Test Data Generation

Design and generate test-case-specific datasets on demand

Traceability

Data Provisioning & Refresh

Instantly deliver fresh synthetic data via the Avo TDM Data Table, with optional refresh before each test run

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Scalable & Secure Architecture

Handle billions of records, maintain referential integrity, and support multi-user access with high security

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Plug-and-Play Integration

Seamlessly integrate with Avo Assure’s UI and CI/CD pipelines, supporting real-time, self-service data generation.

Leading Enterprises Across All Industries Rely on Us

 

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Integrate Seamlessly Across Your Testing Workflows With Tools You Already Use

 

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How TDM Works

Compliance-Ready by Design

 

Uncover Critical Test Data with Smart Discovery

Identify and classify sensitive and business-critical data across sources. Detect relationships, dependencies, and build a data inventory.

Map Data to Business Needs with Accuracy

Map data elements to business entities and test scenarios while maintaining referential integrity. Document lineage and flow between systems.

Stay Secure and Compliant with Masked Test Data

Apply masking or encryption to sensitive data to meet GDPR, HIPAA, PCI-DSS, and audit compliance. Ensure masked data remains usable for testing.

Build Lean, Powerful Test Data Subsets

Extract smaller, representative datasets using filters while preserving parent–child relationships. Automate refreshes to keep subsets aligned with production.

Accelerate Testing with Realistic Data Subsets

Provision subsets in lower environments for functional, regression, and performance testing. Validate data coverage and adjust if gaps are found.


 

Continuous Testing

Why Testers Love Avo Assure?

Why Choose Avo TDM?

 

Avo Automation named a Leader

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  • Faster Releases — Cut test data preparation time from days to minutes.

  • Better Quality — Catch defects earlier with realistic, diverse datasets.

  • Lower Risk — Meet GDPR, HIPAA, and other data protection mandates.

  • Cost Savings — Avoid expensive production fixes and compliance penalties.

  • Team Empowerment — Free QA and development teams from manual data setup

With stringent data privacy regulations like GDPR, CCPA, and HIPAA, non-compliant test data can lead to hefty fines and reputational damage.
TDM ensures every dataset used in non-production is fully anonymized or synthetically generated, giving organizations the freedom to innovate without legal risks.

Business Across Key Industries Leverage Avo to automate end-to-end testing

Business Across Key Industries Leverage Avo to Automate End-to-End Testing


For all those modern businesses out there, Avo enables test automation of end-to-end business processes. Test Automation Platforms of Avo enable businesses across all industries to automate their test processes.

 

95 %

Test Coverage

10 x

Faster User Adoption

7 x

Faster Software Releases

50 %

Reduction in Test Maintenance Costs

What Our Customers Say About Us...

At CNA, Avo Automation has been the cornerstone of our heterogeneous test automation coverage spanning web, desktop, and mainframe. ….

Tom Kottwitz
Assistant Vice President for IT Quality Engineering and Governance at CNA Insurance

Avo Assure's AI-driven no-code test creation interface helped the team to rapidly develop test cases and implement test automation in no time.

Praty Poondla
Church & Dwight Inc.

Before Avo Assure, our team relied heavily on manual testing, which made keeping up with Microsoft’s frequent D365 updates a constant struggle.

Ishan Soni, Test Manager
Russell&Bromley

FAQs

How does Avo TDM ensure GDPR-compliant test data across non-production environments?

Avo TDM uses data masking, obfuscation, and synthetic test data to eliminate personally identifiable information (PII) from non-production datasets. All sensitive data is either replaced with compliant synthetic values or fully anonymized, ensuring adherence to GDPR, HIPAA, CCPA, and other data privacy mandates.

Can TDM handle large-scale datasets for enterprise testing?

Yes. TDM is built on a scalable, containerized architecture capable of handling enterprise data. It supports distributed data provisioning and can efficiently generate, subset, and refresh large datasets for parallel test executions.

How does data mapping help in software testing?

Data mapping links source data to business entities and test scenarios, maintaining referential integrity and ensuring realistic, accurate test coverage.

Why should we create data subsets instead of using full production data?

Data subsets reduce storage, speed up testing, and maintain integrity while still representing real-world scenarios—without exposing full production data.

 

 

How do realistic data subsets improve test outcomes?

Realistic subsets provisioned in lower environments enable functional, regression, and performance testing with accurate coverage, helping uncover issues early.

 

 

Want faster, safer, higher-quality releases?

Avo TDM’s integration with GenRocket delivers intelligent synthetic test data right where you need it.

Get Started Understand TDM Capabilities