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Perforce Delphix Compliance Services

Protect sensitive data with automated discovery, classification, and masking across Azure and Fabric.

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50+ Perforce Delphix-Certified Experts and 100+ Microsoft-Certified Engineers

Cross-Platform Expertise across Microsoft Azure, Fabric, and Perforce Delphix

10+ Accelerators and Connectors to Fast-Track Compliance Initiatives

Accelerate Data Compliance for Microsoft Azure and Fabric

Perforce Delphix Compliance Services (DCS) for Azure and Microsoft Fabric help organizations accelerate sensitive data discovery, classification, and masking, delivering compliant, high-quality data for analytics and AI. Integrated with Azure Data Factory, Microsoft Fabric, and 170+ data sources, DCS reduces regulatory and data exposure risks while enabling trusted insights.

As a Global Strategic Perforce Delphix Partner and Microsoft Solutions Partner, LevelShift helps organizations implement and operationalize DCS across Azure and Fabric environments. Our experts design and engineer data pipelines from heterogeneous data sources, embedding automated discovery, profiling, classification, and masking capabilities through the DCS engine. Compliant and masked data is then securely stored in Microsoft Fabric OneLake or ADLS, creating a trusted foundation for reporting, self-service analytics, forecasting, AI model development, and other advanced analytics workloads.

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Powering Trusted Analytics and AI with Compliant Data

Discover and protect sensitive data across Azure, Fabric, Snowflake, Databricks, Fabric Lakehouse, and Azure Data Lake with automated masking and compliance controls.

DCS for Azure and Microsoft Fabric

Our Delphix Compliance Services

Delphix Compliance Services Illustration

Automated Sensitive Data Discovery

Identify and classify sensitive data across Microsoft Fabric, Azure, Snowflake, Databricks, Azure Data Lake, and other platforms. Automatically discover regulated data subject to GDPR, CCPA, HIPAA, PCI DSS, FINRA, and more before it reaches analytics and AI workloads.

AI-Ready Data Masking

Implement policy-driven masking that protects sensitive information while preserving data usability, realism, and quality. Deliver compliant, production-like datasets for analytics, reporting, testing, machine learning, and AI.

Secure Data Sharing and Collaboration

Enable secure data sharing across business units, partners, vendors, and third parties while maintaining privacy, residency, and governance compliance without compromising security or regulatory requirements.

Azure and Microsoft Fabric Integration Services

Integrate Delphix Compliance Services with Azure Data Factory, Fabric, and enterprise data pipelines to automate compliance across data ingestion, transformation, storage, and consumption workflows using prebuilt integrations and templates.

Compliance Across Enterprise Data Pipelines

Embed sensitive data discovery and masking into modern data architectures. Operationalize compliance across ETL, ELT, analytics, and AI workflows spanning Azure, Fabric, Snowflake, Databricks, and 170+ supported data sources.

Referential Integrity Across Hybrid Environments

Maintain data consistency across cloud, on-premises, and hybrid environments. Preserve relationships across systems during masking to support reliable analytics, reporting, machine learning, and AI outcomes.

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Jonathan Wilcox
Jonathan Wilcox

Director - Enterprise Architecture

Rajbir Singh
Rajbir Singh

Program Manager - Perforce Delphix

Customer Impact

Strengthening Data Security and Compliance at Enterprise Scale

For one of the Tier-1 U.S Bank, meeting stringent regulatory requirements across complex Azure and enterprise data environments required a smarter approach to data protection. By implementing Azure Delphix Compliance Services (DCS), Hyperscale, and Data Control Tower, the organization enabled secure data masking, automated compliance controls, and scalable data provisioning across Azure, SAP, Salesforce, Oracle, Db2, and Enterprise Data Lake environments.

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42 Billion Records Protected

Implemented a large-scale data masking framework to secure 42 billion sensitive records across enterprise systems while maintaining performance and scalability.

100% Referential Integrity

Preserved data relationships across SAP, Salesforce, Oracle, Db2, and file-based data sources, ensuring trusted, production-like data for analytics, testing, and development.

Compliant Data for Azure Analytics

Delivered masked, compliant data for Azure-based reporting, advanced analytics, and AI initiatives while reducing data exposure and regulatory risk.

Our Accelerators

Cassendra DCS template

An on-the-fly Cassandra masking accelerator that uses Azure Functions, ADLS, and Delphix Compliance Service to securely generate realistic test data while preserving referential integrity despite ADF integration limitations.

Cosmos DB DCS template

An on-the-fly Cosmos DB data masking accelerator that dynamically discovers schema from JSON documents using Azure Functions and applies Delphix compliance masking to produce realistic test data while preserving referential integrity.

Dataverse DCS template

An in-place Dataverse masking accelerator that uses Azure Data Factory and Delphix Compliance Service (DCS) to generate compliant, realistic test data while preserving referential integrity and overcoming Dataverse schema and constraint limitations.

Our Perspectives

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FAQs

Delphix Compliance Services integrates with Microsoft Fabric, Azure Data Factory, Azure Data Lake, and other Azure services using prebuilt connectors and templates. This allows organizations to embed sensitive data discovery and masking directly into data ingestion, transformation, analytics, and AI workflows.
Yes. Delphix Compliance Services creates compliant, production-like datasets by masking sensitive information while preserving realism, quality, and referential integrity. This enables organizations to train AI models, develop machine learning solutions, and perform analytics without exposing regulated or sensitive data.
As a Global Strategic Perforce Delphix Partner and Microsoft Solutions Partner, LevelShift provides consulting, implementation, integration, and managed services for Delphix Compliance Services. Our experts help organizations operationalize compliance across Azure, Microsoft Fabric, Snowflake, Databricks, and hybrid environments while accelerating analytics, AI, and data modernization initiatives.
Delphix Compliance Services automatically discovers and masks sensitive data before it reaches Fabric Lakehouses, Data Warehouses, Real-Time Analytics, Power BI, and AI workloads. This helps organizations maintain compliance while enabling secure self-service analytics and AI innovation.
Encryption protects data from unauthorized access, while data masking replaces sensitive values with realistic but fictitious data. Masking enables teams to safely use data for analytics, AI, testing, and development without exposing regulated information.
Implementation timelines vary based on data sources, compliance requirements, and architecture complexity. LevelShift accelerates deployment through prebuilt connectors, Fabric integration templates, and implementation accelerators designed for Azure and Microsoft Fabric environments.
Yes. Delphix Compliance Services can be deployed across cloud, on-premises, and hybrid environments, helping organizations apply consistent data protection and compliance controls across their infrastructure.

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