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AI-Aided Test Data Management Services | Infosys

Overview

To support Agile and DevOps methodologies, Infosys Test Data Management (TDM) services enable testers and developers to self-provision masked test data or generate synthetic test data in lower environments.

Infosys TDM leverages generative AI techniques to enhance our solutions for data profiling, sensitivity analysis, synthetic data generation, and intelligent data masking.

The offering blends industry-level data management practices, in-house test data management tools, and partner solutions to deliver end-to-end traceability of test data.

Infosys TDM includes:

  • Assessment and consulting for data privacy and compliance requirements
  • Masking and anonymization of production data to non-production environments
  • Test data mining and test data provisioning services to lower environments
  • Synthetic data generation for development and testing
  • Test database virtualization

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Infosys TDM helps enterprises by providing accelerated next-gen TDM services like:

  • Test data integration with CI/CD pipelines leveraging Infosys IP solutions like Infosys Enterprise Data Privacy and industry standard tools like Delphix, Broadcom, CA, etc.
  • Intelligent masking
  • Self-service TDM

Our next-gen TDM services help enterprises eliminate defect leakage due to lack of accurate test data. This results in 10-15% reduction in overall testing efforts, accelerated deployments, and reduced cost of quality.

Challenges & Solutions

Infosys TDM offering leverages Infosys IP solutions to secure personally identifiable information (PII), protected health information (PHI), and other sensitive data based on various industry standards and regulations like the Health Insurance Portability and Accountability Act (HIPAA), Sarbanes-Oxley act (SOX) and General Data Protection Regulation (GDPR). Our IP solutions have data privacy measure built into their design, thereby reducing any data security risks.

Infosys TDM addresses this issue with a mature methodology implemented across various clients and combined with two of our IP tools. These are Infosys Enterprise Privacy Suite, used for data masking and obfuscation, which has 100+ in-built masking algorithms and Infosys Test Data Management solution that offers data subsetting, mining and provisioning, test data requisition workflow automation, gold copy creation, and data refresh.

Infosys TDM provides end-to-end services from assessment to setup of a centralized shared service function, achieving the highest state of maturity with its tool and solutions.