This white paper explains how DevOps-driven Test Data Management (TDM) addresses modern software delivery challenges. Traditional TDM is slow, manual, and storage-heavy, leading to stale data, compliance risks, and bottlenecks. DevOps TDM enables rapid, automated provisioning of secure, high-quality test data through APIs, integrating directly with CI/CD pipelines. It improves speed by delivering ephemeral datasets in minutes, ensures quality with fresh, synchronized data, enhances security with automated masking, and reduces infrastructure costs and carbon footprint via data virtualization. Case studies show defect rates cut by 60%, productivity up 25%, and storage reduced by 200TB.

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