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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 GenRocket 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 synthetic datasets. GenRocket 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. GenRocket’s synthetic 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, GenRocket’s synthetic TDM approach is more cost-effective and can be operational in days or weeks

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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

Limited Test Coverage

Synthetic Test Data Generation

Leverage AI-powered GenRocket to 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

 

  • Discover & Define – Avo TDM scans your data landscape; define sensitive fields and test requirements.

  • Design Synthetic Data – Use GenRocket to model your target data: data domains, relationships, generation rules, and scenario logic 

  • Generate in Avo – In Avo Assure's Data Table Utilities, click Create Table via GenRocket, authenticate, select project/version/scenario, and generate test data directly into the table 

  • Refresh on Demand – Toggle “Refresh Test Data Generation” to automatically regenerate fresh data before test execution 

  • Reuse & Automate – Scenarios, G-Cases, and data structures are reusable, version-controlled, and executable via scripts or CI/CD, enabling full automation

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 AI-generated 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.

What synthetic data generation capabilities does TDM offer?

TDM integrates with GenRocket’s synthetic data engine to dynamically create production-like datasets that maintain referential integrity and realistic data relationships. This allows testers to generate data for specific scenarios, edge cases, and negative testing — without ever exposing live production data.

Can TDM handle large-scale datasets for enterprise testing?

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

How does the GenRocket integration work within Avo TDM?

The integration allows testers to invoke GenRocket data scenarios directly within Avo Assure’s Data Table Utility. Users can select predefined data models, configure generation rules, and provision synthetic test data on-demand or as part of automated CI/CD pipelines. This eliminates the need for separate tools or manual data setup.

Does TDM support data refresh before every test run?

Yes. With the “Refresh Test Data Generation” toggle, TDM can automatically regenerate synthetic datasets before each execution cycle. This ensures that every test run uses fresh, unique, and compliant data, reducing false positives from stale datasets.


What integration options are available for TDM in enterprise workflows?

TDM offers API-first and modular integration capabilities. It supports:

  • REST APIs for programmatic data provisioning

  • Pluggable modules for open architecture integration

  • Direct CI/CD pipeline triggers for automated data refresh

  • Seamless compatibility with test automation frameworks, including Avo Assure


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