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Accelerate Your Testing Processes, Manage Your Data Securely

Advanced Test Data Management, Data Generation, and Masking Solution

Test Data Management (TDM) is a comprehensive solution that enables the secure, fast, and controlled creation, transfer, and management of data required in software development and testing processes.

By securely transferring production data to different environments or generating synthetic data, it ensures uninterrupted testing processes. This allows testing teams to quickly access accurate, consistent, and fit-for-purpose data sets.

Why TDM?

One of the biggest challenges in testing processes is accessing accurate, secure, and available test data. TDM automates this process, significantly reducing time loss and operational costs.

• Fast access to high-quality test data
• Elimination of manual data generation processes
• Data privacy and regulatory compliance (KVKK, GDPR, etc.)
• Data portability across test environments
• Faster and more efficient testing processes

Key Capabilities

• Test Data Generation (Synthetic Data): Generates synthetic data based on business rules when real data is not required. With AI-driven and rule-based algorithms, it creates datasets that mimic real-world scenarios, eliminating dependency on production data and enabling secure test environments.
• Data Transfer and Environment Management: Securely and reliably transfers production data to test, development, and UAT environments. Supports full database replication or subsetting options, ensuring flexibility and data consistency across environments.
• Data Masking and Security: Protects sensitive data by masking or anonymizing it. Enables testing processes that comply with regulations such as KVKK and GDPR while minimizing data breach risks.
• Data Subsetting: Selects only the required portions of large datasets and transfers them to test environments. This approach reduces storage costs, improves performance, and accelerates testing processes.
• Automation and CI/CD Integration: With TDM-CLI support, test data generation can be automated and easily integrated into CI/CD pipelines. This accelerates testing processes, reduces manual intervention, and ensures a sustainable testing infrastructure.
• Data Cloning and Reusability: Generated or transferred datasets can be easily cloned and reused across different test scenarios. This accelerates data preparation processes and reduces operational workload.

What You Gain with TDM

TDM transforms testing processes from an operational burden into a strategic advantage:

• Increased speed and efficiency in testing processes
• Accurate and consistent test data usage
• Protection of data security and privacy
• Reduced testing costs
• Higher quality and error-free software development

A Holistic Approach to Test Data Management

TDM combines data generation, transfer, masking, and management processes on a single platform.

While establishing a secure bridge between production data and test environments, it also ensures uninterrupted testing processes even in scenarios where real data is unavailable, thanks to synthetic data generation.

TDM Features

TDM offers comprehensive and flexible capabilities to manage test data end-to-end:  

• Data Generation and Refresh: Automatically creates and updates datasets tailored to test scenarios. Enables flexible data generation based on different business rules, allowing rapid preparation of test data for various needs.

• Project and Test Management: Organizes testing processes through project, suite, and case structures. Allows you to track data generation status for each test flow, ensuring better planning and control.

• Reporting and Visualization: Provides detailed reports and graphical insights into test data generation processes. Enables performance analysis through success rates, processing times, and data statistics.

• Data Masking and Anonymization: Ensures secure testing processes by protecting sensitive data. Eliminates security and privacy risks when working with real data.

• Data Transfer and Cloning: Transfers data securely between environments or clones it for reuse. This accelerates data preparation processes and increases operational efficiency.

• Integration and Flexibility: Easily integrates with different systems through web services and API support. Adapts quickly to changing business needs and provides flexible usage.

• Centralized Monitoring and Dashboard: Provides end-to-end visibility by monitoring all test data operations from a single interface. Enables real-time tracking of data generation status, user activities, and system performance.

• Data Generation Diversity: Offers ready-to-use data generation options for various data types such as names, addresses, IBANs, and credit card numbers.

What Challenges Does It Solve?

TDM addresses the most critical data-related challenges in testing processes:

• Difficulty in accessing accurate test data: Accelerates testing processes by quickly generating datasets tailored to specific needs.
• Time-consuming manual data generation: Significantly reduces data preparation time through automation.
• Data privacy and security risks: Protects sensitive data through masking and anonymization.
• Lack of data in test environments: Eliminates data gaps through synthetic data generation.
• Challenges in regulatory compliance: Ensures compliance with data protection standards in testing processes.

Integrated with Data Focus

TDM works together with Data Focus to combine:

• Data governance
• Test data management and deliver end-to-end data management.

Who Is It For?

TDM is an ideal solution for organizations that want to accelerate testing processes, ensure data security, and improve efficiency in development workflows.

It delivers strong value especially for:

• Software development and testing teams – Simplifies data preparation processes for teams that need fast and accurate test data
• Banking and regulated industries – Enables compliant testing processes aligned with data privacy regulations such as KVKK and GDPR
• Organizations working with large data volumes – Supports efficient management and optimized transfer of large datasets
• Teams aiming to accelerate CI/CD processes – Supports continuous integration and delivery with automated test data generation
• Organizations prioritizing data security and privacy – Enables secure testing processes by protecting sensitive data  

Why Kafein Technology?

• Strong local engineering capabilities
• Expertise in data management and security
• Proven enterprise-scale solutions
• End-to-end data solutions portfolio  

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Accelerate your testing processes, enhance data security, and optimize your development workflows with TDM.

👉 Request a demo or get in touch with our experts