The Right Test Data, Every Time
Fueling Quality at Scale
Say goodbye to inconsistent test data! Get accurate, secure, and scalable test data on demand—so your testing stays seamless and your quality stays top-notch.
Flawless Testing Starts with Flawless Data
Did you know that poor data quality is a leading cause of software project failures? With Indium’s Test Data Management (TDM) services, you get the right data every time—accurate, secure, and relevant.
Our expert team and advanced tools simplify data creation, management, and maintenance, ensuring seamless testing, improved application integrity, and top-tier performance.
Test Data Management (TDM) Services Powering Precision in Testing
Synthetic Data Generation—Generate high-fidelity synthetic data to simulate real-world business scenarios and support performance testing at scale.
High-Volume Data Creation—Rapidly generate massive test datasets to stress-test applications under peak loads and extreme conditions.
The TDM Process
Precision-Driven Data Lifecycle Management
Stakeholder Engagement
Align project goals with enterprise-wide quality engineering principles to maximize testing efficiency.
Needs Assessment
Assess data requirements with a focus on accuracy, scalability, and compliance with industry standards.
Data Sourcing
Identify and classify data sources to ensure comprehensive test coverage.
Data Production and Masking
Generate test data while applying advanced masking techniques to balance security with accuracy.
Environment Provisioning
Deploy test data across multiple environments while maintaining quality and consistency.
Data Verification
Validate data accuracy and integrity to ensure error-free test execution.
Testing Execution
Support functional, performance, and security testing with robust, production-like test data.
Data Management
Continuously monitor and optimize test data to maintain integrity throughout the software development lifecycle.
Our Approach
Data-Driven Testing Excellence
Source Database
Extract structured and unstructured data snapshots from production environments to create accurate test datasets.
Goal-Centric Quality Strategy
Define and implement a test data strategy aligned with business objectives, ensuring reliable test outcomes.
Test Data Management
Leverage TDM tools for data masking, subsetting, and synthetic data generation. DGen accelerates structured data creation for enterprise applications, including CS Portal integrations.
Self-Service Portal
Enable autonomous test data management for QA teams, reducing dependency on database administrators.
DB Virtual Copies
Create isolated database instances for parallel testing without impacting production systems.
Applications
Integrate test data seamlessly with application environments to facilitate comprehensive end-to-end testing.
The Right Data, The Right Way
Every Test, Every Time
Accelerated Time to Market
Minimize testing bottlenecks with efficient data provisioning, reducing time-to-release for software products.
Enhanced Test Coverage
Expand test case scenarios with synthetic data generation, ensuring robustness across edge cases.
Reduced Costs
Optimize infrastructure and storage consumption through intelligent test data management, lowering operational expenses.
Data Privacy Compliance
Protect sensitive information with enterprise-grade data masking and anonymization, ensuring compliance with global regulations.
Improved Collaboration
Enhance team efficiency with a centralized, self-service test data management platform, minimizing dependencies.
Enhanced Testing Efficiency
Automate data provisioning, synchronization, and validation to improve testing workflows and maximize productivity.
Success Stories
Real Stories, Real Impact
Indium’s Scalable ETL Pipeline: Transformed Business Operations for an African Retail Supply Chain Leader
Indium built a scalable ETL pipeline using Google Cloud Platform, BigQuery, Apache Beam, and Python, cutting ETL runtimes by 60%, boosting efficiency by 20%, and reducing delivery costs by up to 20%.
Read More
Streamlined Success: Indium Enabled 5X Faster Test Automation for an OTT Platform
Indium revolutionized the client's OTT platform testing by leveraging uphoriX, enabling 5X faster automation, reducing 80% of manual effort, and achieving 100% retest effort savings.
Read More
Frequently Asked Questions
Integrating Test Data Management (TDM) services enhances software quality by ensuring comprehensive defect detection, optimizing data accuracy, and improving overall system reliability and performance through controlled, consistent testing environments.
We utilize advanced anonymization techniques such as tokenization, data masking, and encryption, ensuring that the structural integrity of the data is maintained. This allows us to retain relevant patterns and relationships for effective and realistic testing while safeguarding sensitive information.
We use automated data synchronization and provisioning tools to ensure that test data remains consistent across development, QA, and production environments. This enables seamless testing and minimizes discrepancies in different stages of the lifecycle.
Test data security in cloud environments is ensured by implementing encryption, stringent access controls, and adherence to cloud-specific security protocols. Data masking and anonymization techniques are also applied to further safeguard sensitive information.
Key compliance considerations include strict adherence to global data privacy regulations (e.g., GDPR, HIPAA), ensuring data masking and anonymization processes meet regulatory standards, and maintaining comprehensive audit trails to demonstrate compliance during testing activities.
Synthetic data generation allows the creation of large-scale, high-quality test data when real-world data is either unavailable or sensitive. This enhances test coverage and efficiency by simulating realistic scenarios, ensuring the thorough testing of applications without compromising privacy or compliance.
We leverage robust data management tools, automated provisioning platforms, and streamlined data workflows to handle large volumes of test data efficiently. This ensures the smooth generation, handling, and maintenance of high-quality test datasets without compromising performance or accuracy.
We align TDM processes with sprint cycles in agile environments by providing rapid, on-demand test data. Our tools support the iterative nature of agile development, enabling quick provisioning, data masking, and seamless integration into the continuous testing workflows to accelerate development cycles.
Indium’s TDM services can enhance your testing efforts in several critical areas. Consider our services if your organization faces challenges in any of the following:
Managing Large Volumes of Test Data: We automate the generation and provisioning of large datasets for extensive testing.
Ensuring Data Consistency Across Environments: Our solutions ensure uniform and accurate test data across all environments, including development, QA, and production.
Addressing Data Privacy and Security: We offer advanced data de-identification and security protocols to protect sensitive data.
Reducing Manual Test Data Preparation: Our automation capabilities eliminate manual test data creation and management efforts.
Handling Complex Data Scenarios: We generate synthetic data that accurately simulate diverse business and application scenarios.
Supporting Performance Testing Needs: Our services provide high-volume test data to simulate peak load and stress-testing conditions.
Integrating Test Data with Other Systems: We offer seamless integration for data synchronization and transfer across various systems to ensure smooth data flow.