Delphix: Enterprise Data Masking for Trusted Data at Scale
Perforce Delphix delivers data masking capabilities in the DevOps Data Platform that enable innovation while mitigating risks. Automatically discover sensitive data across databases, data warehouses, and data pipelines. Then, use AI to transform (“mask”) sensitive values into realistic yet fictitious ones — enabling teams to use trusted, compliant data for development, testing, AI/ML, and analytics.
Why Delphix for Data Masking?
Discover sensitive data. Mask it for compliance with GDPR and more. Deliver it quickly to downstream teams. Combine it with synthetic data for full testing coverage. Watch the video to see how Delphix makes it fast and easy, providing trusted data without sacrificing security or compliance.
The Delphix Difference: Enterprise-Ready Data Masking Software
Get Automated, Scalable Masking
Eliminate data risks and deliver compliant data. Easily define masking policies via a no-code/low-code solution. Automatically deploy them enterprise-wide with broad support for data sources, including high-volume repositories.
Ensure Referential Integrity Across Your Data
Improve software quality by preserving the referential integrity of masked data. Enable unified development, analytics, and AI initiatives by consistently masking data within and across data sources, data pipelines, and clouds.
Integrate Data Masking and Delivery
Gain speed at enterprise scale. Seamlessly combine data masking with data virtualization in the DevOps Data Platform to instantly deliver masked, virtual data copies to downstream environments.
Key Capabilities of Delphix Masking
Delphix Makes Every Step Easy
Delphix identifies sensitive information, such as names, email addresses, and credit card numbers across a range of data sources including relational databases, data warehouses, and files. Delphix provides out-of-the box sensitive data discovery, as well as the ability to define custom classifiers.
Delphix masking algorithms do not require programming and produce realistic values while preserving referential integrity within and across sources. Out-of-the-box algorithm frameworks can be quickly customized, or new algorithms can be easily defined if needed. Masked data is production-like in quality and remains fully functional for accurate development, testing, AI, and analytics.
Delphix's combination of data masking and data virtualization enables teams to automatically deliver masked, virtual data copies to downstream environments, consuming a fraction of the time and storage space as physical data copies. Teams can also augment masked data with synthetic data to test new features, negative cases, and edge cases. Fast access to secure data enables developers, testers, and data scientists to accelerate innovation without increasing sensitive data risk.
Delphix Data Masking Tools for Any Enterprise Need
Delphix Continuous Compliance for Lower Environments
Delphix Continuous Compliance is a foundational part of the DevOps Data Platform, enabling teams to build a compliant data layer with data masking.
With automated sensitive data discovery, advanced masking algorithms, and an intuitive, AI-powered interface for defining and deploying masking policies, Continuous Compliance offers a comprehensive approach to mitigating risk in the lower (non-production) environments where most sensitive data resides.
Continuous Compliance seamlessly integrates with Delphix Continuous Data to deliver virtual copies of masked datasets. Together, masking and virtualization bring safety and speed to data for development, testing, AI-enabled workflows, and AI.
Delphix Hyperscale Compliance for Large, Complex Datasets
Hyperscale Compliance provides ultra-fast masking for large, complex datasets, including Snowflake and Databricks — enabling compliant data delivery for DevOps, continuous integration/continuous deployment (CI/CD), test data management, analytics, and artificial intelligence (AI) initiatives.
Large, growing datasets can take days or weeks to mask through traditional batch processes, preventing teams from meeting delivery timeframes and delaying critical projects.
By parallelizing masking jobs, Hyperscale Compliance achieves 10x masking speeds for massive data volumes,helping organizations keep data readiness aligned with modern development velocity.
See Delphix Data Masking for Yourself
Find out what makes Delphix the best data masking solution for enterprises. Get a no-pressure walkthrough from one of our product specialists. You’ll learn more about data masking capabilities with the DevOps Data Platform, including:
- Automating sensitive data discovery.
- Defining and deploying data masking policies.
- Delivering virtual, masked data copies.
Delphix Data Masking FAQs
Learn more about how the Delphix DevOps Data Platform masks sensitive data for compliance and security.
Delphix data masking software automatically discovers sensitive data, then irreversibly transforms it into realistic yet fictitious, policy-governed values. Delphix preserves data's referential integrity and usefulness for testing, DevOps, analytics, and AI—while reducing risk and supporting requirements like data masking for government data privacy regulations like GDPR.
An automated sensitive data discovery (ASDD) capability scans data sources for fields with sensitive values such as names, email addresses, payment information, phone numbers, or other forms of personally identifiable information (PII) or protected health information (PHI). This capability enables consistent, repeatable masking at enterprise scale without manual classification or brittle rules.
Delphix masks a wide range of enterprise data sources, including databases, data warehouses, data lakes, analytics platforms, and files — whether on premises or in the cloud. Organizations can centrally apply consistent data masking policies across multiple data platforms and applications from a single solution, helping obfuscate sensitive data across hybrid and multicloud environments at scale.
Delphix Continuous Compliance is the Delphix product that delivers automated data masking as part of the Delphix DevOps Data Platform. It helps organizations reduce sensitive data exposure, strengthen auditability, and operationalize data masking for regulatory requirements — including public‑sector and government data privacy mandates. It also helps establish trusted data for development, testing, and AI workflows.
Yes! Delphix provides enterprise-scale test data masking tools that integrate masking directly into development, testing, DevOps, AI/ML, and analytics workflows. Unlike standalone data masking software, Delphix combines automated masking with fast, self-service delivery of trusted, irreversible masked data. Delphix data masking lets teams move faster while minimizing sensitive data risk. Learn why many of your peers choose Delphix for test data management.