DevOps and Test Data Management Services
Accelerate AI-era testing, grounded by SDLC best practices.
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DevSecOps Data Management
Provision secure data for DevOps and accelerate development cycles with production-like, compliant datasets. AI-powered masking, virtualization, and encryption deliver secure test data on demand, speeding CI/CD while preserving data integrity and privacy.
Data Compliance Services
Build trust with governance aligned to HIPAA, GDPR, and CCPA. Our specialized Data Compliance Services for Azure and Microsoft Fabric simplify data oversight and ensure enterprise-wide regulatory consistency.
Test Data Management Services
Deliver secure synthetic and virtualized data, automate provisioning across pipelines, and improve software quality with AI-driven test optimization, enabling teams to test faster and ship with confidence.
Test Data Management for AI-Driven SDLC
AI-assisted development and rapid software releases demand test data that is secure, compliant, and instantly accessible. With LevelShift's Test Data Management (TDM) practice — built alongside Perforce's enterprise-grade tools, you can meet today's testing challenges head-on, from production-like data to synthetic data generation
Maintain referential integrity and security while enabling faster releases across DevOps and CI/CD pipelines.
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Need production-like data for legacy or evolving systems?
Access secure, virtualized test data with referential integrity—ideal for legacy systems requiring compliant, production-grade environments.
No historical data for your new app or AI model?
Accelerate greenfield testing with synthetic data tailored for edge cases, rare scenarios and early model validation to ensure comprehensive coverage and confidence from day one.
Struggling to scale testing across releases and pipelines?
Experience AI-driven test optimization and automated test data provisioning built for CI/CD. Improve coverage, remove dev bottlenecks, and benchmark productivity at scale.
Our Test Data Management Services
Data discovery and compliance
Automate scanning, classification, and masking of PII, PHI, and sensitive data across enterprise platforms. Maintain continuous compliance with GDPR, HIPAA, CCPA, and other regulations through built-in exception handling and audit trails.
CI/CD and platform integration
Embed test data workflows into CI/CD pipelines and orchestrate across platforms like Salesforce, Dynamics 365, Azure Synapse, and Snowflake. Apply these across cloud, hybrid, and on-premises ecosystems.
Data refresh and virtualization
Provision production-like data as virtual copies or subsets that reduces storage costs and enables fast provisioning using integrated tools like Perforce Delphix.
Governance and data subset management
Establish centralized governance with playbooks, training, and self-service while enabling test teams to reserve context-rich data slices for reuse and test consistency.
TDM Capabilities Powered by Perforce
LevelShift integrates best-in-class tools that extend functionality across data provisioning, performance engineering, mobile testing, and DevOps visibility to elevate your TDM outcomes:
Performance and API testing
Enabled by: BlazeMeter
Simulate high-traffic scenarios, test APIs and microservices, and validate synthetic data models early in the lifecycle with AI-assisted test creation.
End-to-end data-driven testing
Enabled by: Perforce Delphix
Deliver referentially intact, masked test data on demand. Enable secure test environments for integration, modernization, and CI/CD workflows.
Continuous UI and regression testing
Enabled by: Perfecto + AI
Automate cross-platform UI testing across browsers, devices, and OS versions. Leverage AI for self-healing scripts and intelligent defect triaging.
Developer and test productivity
Enabled by: Software.com
Gain visibility into developer workflows, measure test impact, and continuously optimize engineering efficiency and test ROI.
Why LevelShift
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.
Certified, Skilled Delivery Teams
50+ Perforce Delphix-certified specialists, 150+ Microsoft experts, and TDM engineers providing proven, hands-on product expertise for complex engagements.
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.
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.
Our Test Data Management Implementation Approach
