DevOps & Test Data Management Services

Powering modern DevOps, testing, and AI initiatives with the secure, compliant, production-realistic data they need.

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DevSecOps Data Delivery at CI/CD Speed

Deliver compliant, production-realistic data directly into CI/CD pipelines without manual delays or security exceptions. Automate provisioning, masking, and virtualization to release software faster and more securely.

Sensitive Data Protection Beyond Production

Protect sensitive data across development, testing, analytics, and AI environments. Discover, mask, govern, and secure regulated data wherever it resides.

On-Demand Test Data and Refreshed Environments

Eliminate delays from stale environments and hard-to-access datasets. Automate data delivery, virtualization, and synthetic data generation to support development, testing, and AI initiatives.

Secure Data for Modern DevOps, Testing, and AI

20% of organizations reported breaches linked to unauthorized AI usage, adding an average of $670,000 in breach-related costs, according to IBM's Cost of a Data Breach Report. Modern software delivery, testing, and AI initiatives depend on secure, compliant, production-realistic data. Yet many organizations face delays caused by compliance restrictions, limited data access, and slow environment provisioning.

Our DevSecOps, Data Compliance, and Test Data Management services help organizations automate data provisioning, masking, virtualization, governance, and synthetic data generation to accelerate delivery while maintaining security and compliance.

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Our Solutions

We help organizations remove data bottlenecks across software delivery, testing, analytics, and AI through three integrated solution areas, powered by proven technologies and best practices.

DevSecOps Services

Accelerate software delivery by embedding secure, compliant data directly into development and CI/CD workflows. Our DevSecOps solutions automate test data provisioning, masking, virtualization, and environment refreshes, helping teams reduce manual effort, strengthen security, and release software with confidence.

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Data Compliance, Governance Services

Protect sensitive data wherever it resides. Our services help organizations discover, classify, govern, and secure data across development, testing, analytics, and AI environments while supporting compliance requirements such as GDPR, HIPAA, CCPA, PCI DSS, and SOX.

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Test Data Management & Synthetic Data Services

Provide development, testing, and AI teams with fast access to production-realistic data without compromising privacy. Through data virtualization, automated provisioning, masking, and synthetic data generation, we help teams improve test coverage, reduce wait times, and accelerate innovation.

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Connect with our experts who help provision secure data for DevOps, testing, and AI.

Jonathan Wilcox
Jonathan Wilcox

Director - Enterprise Architecture

Rajbir Singh
Rajbir Singh

Program Manager - Perforce Delphix

The Technology Behind Our Solutions

Performance and API testing

Simulate high-traffic scenarios, test APIs and microservices, and validate synthetic data models early in the lifecycle with AI-assisted test creation.

Explore BlazeMeter

End-to-end data-driven testing

Deliver referentially intact, masked test data on demand. Enable secure test environments for integration, modernization, and CI/CD workflows.

Explore Delphix

Continuous UI and regression testing

Automate cross-platform UI testing across browsers, devices, and OS versions. Leverage AI for self-healing scripts and intelligent defect triaging.

Explore Perfecto

Synthetic data generation for testing and AI

Generate referentially accurate, privacy-safe synthetic data for edge cases, performance testing, and AI model training. Eliminate dependency on production data.

Explore GenRocket

Developer and test productivity

Gain visibility into developer workflows, measure test impact, and continuously optimize engineering efficiency and test ROI.

Enabled by: Software.com

Customer Impact

Strengthening Data Security and Compliance at Enterprise Scale

For one of the largest banks in the United States, balancing innovation with stringent regulatory requirements required a new approach to data security. By implementing automated data masking, governance controls, and secure test data delivery, sensitive information was protected across development, testing, analytics, and AI environments.

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3X Faster Releases

Accelerated application releases by provisioning secure virtual databases in minutes, down from weeks.

42 Billion Records Secured

Built an advanced SAP masking solution to secure 42 billion records with optimized memory and rule-based partitioning.

100% Referential Integrity

Achieved full referential integrity across SAP, Salesforce, CDB2, Oracle, and various file formats for consistent data.

Why LevelShift

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Expertise Across Data Lifecycle

25+ years delivering enterprise-scale solutions across applications, integrations, and data platforms - with deep expertise in QA transformation and test data automation.

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Certified, Skilled Delivery Teams

50+ Perforce Delphix-certified specialists, 150+ Microsoft experts, and TDM engineers providing proven, hands-on product expertise for complex engagements.

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Specialized, Focused TDM CoE

A focused, expert-led team of 5–6 specialists dedicated to TDM. Accelerators, patterns, and best practices designed to deliver faster ROI.

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Global Talent with Industry Focus

Distributed delivery model with domain depth in Manufacturing, FinTech, Technology, Retail, Healthcare, and Real Estate - aligned to regulatory and performance needs.

FAQs

DevOps and Test Data Management refers to the practices and technologies that deliver secure, compliant, production-realistic data to development, testing, and AI teams on demand. As AI adoption grows, having governed, privacy-safe data available across these environments becomes critical to avoid both compliance risk and security breaches.
These three areas address different parts of the same problem. DevSecOps embeds secure, compliant data delivery into CI/CD pipelines. Data Compliance and Governance ensures sensitive data is discovered, classified, and protected wherever it lives, including AI environments. Test Data Management and Synthetic Data ensures teams have fast, on-demand access to realistic, privacy-safe datasets. Together, they remove the security, governance, and availability bottlenecks that typically slow down delivery.
Synthetic data is artificially generated data that replicates the characteristics of real-world datasets without containing actual sensitive information. It is commonly used for testing, AI model training, performance testing, and scenarios where production data is unavailable or restricted.
DevSecOps integrates security and compliance into the software development lifecycle, ensuring that applications, infrastructure, and data remain protected throughout development, testing, and deployment. Unlike traditional DevOps, security controls are embedded directly into CI/CD workflows rather than applied later in the release process.
Perforce Delphix helps organizations automate test data provisioning, masking, virtualization, and compliance controls. This enables development and testing teams to access secure, production-realistic data faster while reducing manual effort and compliance risk.

Build Faster. Test Better. Innovate Securely.

Empower development, testing, analytics, and AI teams with secure access to the data they need, when they need it.

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