DATPROF Product Overview
DATPROF is a comprehensive suite of tools designed to manage, analyze, and automate test data, ensuring data quality, security, and compliance across various industries. Here’s a detailed look at what DATPROF does and its key features:
Core Functionality
- Test Data Management: DATPROF is primarily focused on test data management, enabling organizations to subset, mask, and generate synthetic test data. This helps in creating realistic test environments while protecting sensitive information.
Key Features and Functionality
Data Analysis and Profiling
- DATPROF Analyze: This component helps users understand their data sources better by profiling data for quick insights. It includes features such as data discovery, finding sensitive data, and identifying data anomalies to improve data quality. Users can also visualize entity relation diagrams and export data statistics into easy-to-distribute HTML documents.
Test Data Automation
- DATPROF Runtime: This is a web-based solution that centralizes test data management, allowing users to automate, monitor, and deploy test data. Key features include:
- Automation: Automate processes such as subsetting, masking, and generating synthetic data using triggers and APIs.
- Centralized TDM: Manage and monitor test data environments from a single portal, reducing dependencies on other teams.
- Self-Service: Users can log in to their own environment and start new masking, generation, or subsetting processes.
- Roles & Permissions: Configure permissions to ensure only authorized users have access to specific environments and functionalities.
- Workflow Integration: Combine test data provisioning with the execution of proprietary software, PowerShell scripts, SQL scripts, and other modules using a drag-and-drop canvas editor.
Data Masking and Synthetic Data Generation
- DATPROF provides robust data masking features to comply with regulations like GDPR. It includes built-in masking rules and the ability to generate synthetic data that maintains the realism of production data, which is crucial for testing and development.
Data Subsetting and Database Virtualization
- The tool allows for subsetting production databases to create smaller, manageable datasets, and supports database virtualization to reduce storage costs and improve test efficiency.
Integration and Compliance
- DATPROF integrates seamlessly with CI/CD pipelines and supports various database technologies such as Oracle, SQL Server, MySQL, Postgres, and IBM DB2 LUW. It ensures data security and compliance, making it valuable for industries like finance, healthcare, retail, and government.
User-Friendly Interface and Customization
- The platform offers an intuitive interface with reusable templates, customizable scripts, and easy-to-maintain configurations. Users can develop applications once and deploy them multiple times across different systems, adapting to data model changes with a synchronization wizard.
In summary, DATPROF is a powerful tool that streamlines test data management, enhances data security and compliance, reduces costs, and improves the quality of software testing through its comprehensive features and automation capabilities.