Test Data Management

Reliable Data, Reliable Testing.
Reliable Data, Reliable
Testing.

Overview of Test Data Management

Test Data Management is the practice of creating, maintaining, and managing the test data required for software testing activities. It involves processes and tools for generating, masking, and securing test data, as well as ensuring its availability, quality, and compliance with relevant regulations and policies.

Services under Test Data Management

Test Data Generation

Creating high-quality, realistic test data sets that meet specific testing requirements and scenarios, including synthetic data generation and data cloning.

Test Data Masking and Anonymization

Protecting sensitive data by masking or anonymizing personal or confidential information, ensuring compliance with data privacy regulations.

Test Data Provisioning and Management

Establishing efficient processes for provisioning, organizing, and managing test data throughout the software testing lifecycle.

Test Data Compliance and Governance

Implementing policies and procedures to ensure test data compliance with relevant regulations, such as GDPR, HIPAA, and data privacy laws.

Test Data Management process @ QualiTlabs

Analyze Data Requirements
  1. Identify the data needed for different interfaces of the application.
    2.  
  2. Understand organizational data requirements based on the test cases to be executed.
Create Data
Subsets
  1. Extract relevant portions of real data (subsets) to meet specific test needs.
    2.  
  2. Modify these subsets or add new data for testing extreme values and unexpected inputs.
Mask Sensitive
Data
Mask sensitive information like customer details (e.g., bank logins, phone numbers) to comply with regulations and avoid security risks.
Automate with
Tools
Usage of automation scripts or dedicated Test Data Management (TDM) tools (e.g., Informatica, Delphix DATPROF) to streamline data cloning, generation, and masking.
Maintain and Refresh Test Data
  1. Manage a central repository with access rules and privileges to keep data consistent, correct, and available over time.
  2. Regularly refresh test data to reflect latest and most relevant data.

Applications We Test under Test Data Management

E-commerce Platforms

Financial Services and Banking Systems

Healthcare and Medical Applications

Telecommunications and Utility Applications

Enterprise Applications (e.g., ERP, CRM, HCM)

QualiTlabs' Test Data Management Service differentiators

Expertise in Data Privacy and Compliance

Our team has extensive knowledge of data privacy regulations and compliance requirements, ensuring your test data management practices align with industry standards.

Advanced Test Data Generation and Masking Tools

We leverage cutting-edge tools and techniques for generating high-quality, realistic test data and masking sensitive information.

Efficient Test Data Provisioning and Management

Our processes and tools ensure efficient provisioning, organization, and management of test data throughout the software testing lifecycle.

Customized Test Data Strategies

We develop customized test data strategies tailored to your specific testing requirements, data sources, and compliance needs.

End-to-End Test Data Management Solutions

We offer end-to-end test data management solutions, from requirements analysis to continuous monitoring and optimization, ensuring a comprehensive and seamless experience.

let's build software that sets the bar for user satisfaction!

Contact us

Blogs

Choosing the Perfect Test Automation Tool: Playwright, Cypress, Katalon, or Selenium?
July 25, 2024 post

Choosing the Perfect Test Automation Tool: Playwright, Cypress, Katalon, or Selenium?

Building Superior Software: The Quality-First Approach in Digital Engineering
July 25, 2024 post

Building Superior Software: The Quality-First Approach in Digital Engineering

Mastering Prompt Engineering for Effective Testing of GPT-Based Software Applications
July 25, 2024 post

Mastering Prompt Engineering for Effective Testing of GPT-Based Software Applications