Perforce Delphix Compliance Services Overview
With Perforce Delphix, you can dramatically speed up sensitive data discovery and masking, delivering compliant, quality data at analytics speeds. Built in partnership with Microsoft, this SaaS solution seamlessly integrates with Azure Data Factory and Fabric, protecting 170+ sources. Your teams can provide accurate and timely insights — as well as develop and implement AI workflows — without exposing the organization to regulatory and data theft risks.
The Delphix Difference: Compliance Services
Key Capabilities
Automatically discover sensitive data subject to regulations — such as GDPR, FINRA, CCPA, HIPAA, and PCI DSS — natively in Fabric and Azure, protecting analytical sources like Snowflake, Azure Data Lake, and Databricks.
Irrevocably mask data from 170+ Azure- and Fabric-supported sources using a rich library of prebuilt and customizable algorithms.
Share data globally and with third parties securely and with the assurance of complying with residency and privacy regulations and policies.
Mask natively in Azure and Fabric with codeless templates and prebuilt integration with Azure Data Factory (ADF) and Fabric to automatically integrate compliance into end-to-end data flows.
Embed compliance in Azure and Fabric extract, transform, load (ETL) flows from any source to any target. Leverage 170+ data sources built into Microsoft’s platform, with Delphix’s sensitive data discovery and in-pipeline masking.
Mask up to 4 billion rows per hour to enable rapid petabyte-scale compliance for popular analytical sources like Snowflake, Databricks, Fabric Lakehouse, and Azure Data Lake.
Replace sensitive data with fictitious yet realistic values to ensure accurate AI model training and analytics development.
Maintain referential integrity across cloud and on-premises systems, ensuring data consistency for analytics and machine learning.
Deliver high-quality masked data that analytics teams can use and trust while ensuring peace of mind for security teams.

How Delphix Compliance Services Work
Select Source and Target
Using a prebuilt template, select sources and targets by leveraging 170+ Microsoft-supported connectors, including those for SaaS applications and PaaS databases. Mask data from any supported source and load the masked data into any target by using Azure ETL data flows.
Discover Sensitive Data
Next, point Delphix to the databases and tables you wish to protect, to scan for sensitive data. Delphix can identify sensitive data across various domains, including personally identifiable information (PII), protected healthcare information (PHI), and other sensitive information related to specific regulations such as GDPR. Then automatically map the identified sensitive data to the appropriate compliance rules.
Select Compliance Rules (Optional)
Use pre-assigned rules with out-of-the-box masking algorithms. Or further customize your data protection by adding additional rules to your own compliance rules or modifying Delphix rules. These algorithms replace sensitive data with fictitious, yet realistic, values and do so consistently across any ADF data flows you choose to mask.
Run the Data Flow to Deliver Compliant Data
Finally, run the data flow to automatically mask data before delivering it to the selected target. The masked data maintains hybrid cloud referential integrity across your Microsoft masking workflows (and other masking jobs executed by other Delphix masking tools.
The masked data is production-like in quality and remains fully functional for accurate analysis, development, or testing. The service can handle multiple concurrent masking jobs to meet the scale required for enterprise data movement.
Key Microsoft Integrations & Supported Sources
Delphix Compliance Services integrates with Microsoft products like ADF and Fabric. Use this product to protect popular AI and analytics data sources like Snowflake, Databricks, Fabric Lakehouse, and Azure Data Lake.

"Delphix and Microsoft combined give us all the compliance and automation services we need to make the delivery of secure data easy."
Delphix Compliance Services FAQs
Learn more about Delphix Compliance Services.
Developed in partnership with Microsoft, this SaaS solution is pre-integrated into Azure ETL workflows to automatically deliver data compliance for 100+ sources. It is designed to mask petabyte-scale sources at analytics speeds while delivering quality, compliant data with referential integrity.
Developed with Microsoft, Delphix integrates directly into Azure and Fabric pipelines. It automates sensitive data discovery and masking at petabyte scales and analytics speeds, ensuring compliance across hybrid cloud ecosystems.
Discover sensitive data and mask natively in Azure, using pre-built Microsoft integrations and connectors to protect 170+ sources, from on-premises to PaaS and Saas, including popular sources like Snowflake, Databricks, Azure Data Lake, and Fabric Lakehouse.
Delphix Compliance Services is beneficial for any use case requiring protection of sensitive data, especially within Microsoft data flows, while ensuring the data remains analytically functional. This can include uses cases like AI model training, analytics development, RAG development, software development with a non-production data warehouse or data lake, cloud data warehouse migration, and data sharing with third party or offshore development teams.
Contact Us About Delphix Compliance Services
Get answers to your questions from one of our product specialists on Delphix Compliance Services. You’ll learn more about how Delphix:
- Protects sensitive data for Azure or Fabric analytics and AI.
- Delivers compliant data at analytics speeds.
- Ensures high-quality, compliant data for analytics.