
Data Compliance Integration: Enterprise Analytics with Delphix and Microsoft Fabric
Microsoft Fabric’s data integration capabilities unlock a world of data-driven possibilities. However, navigating complex compliance r...

In the current digital landscape, where the integrity of sensitive data is critical, enterprises are struggling with data compliance challenges. With the global average cost of a data breach reaching USD 4.45 million in 2023, a 15% increase over three years (Source: IBM – Cost of a Data Breach Report 2023), safeguarding data has never been more critical.
Businesses today manage an unprecedented amount of data, bringing forth a range of responsibilities concerning its storage, sharing, protection, and usage. The landscape of regulations that businesses must adhere to has grown in complexity and number as authorities aim to regain control over the vast volumes of data stored globally, both on servers and in the cloud. The significance of fines issued for breaches has also escalated, underscoring the heightened importance of data compliance.
Data compliance encompasses the regulations that a business must observe to safeguard sensitive digital assets, typically including personally identifiable information and financial details, against loss, theft, and misuse.
Although there are several data compliance solutions and tools available in the market, not all of them adhere to the bespoke regulations and standards. These regulations take various forms, ranging from industry standards to state or federal laws, and even supra-national directives. They typically outline the types of data requiring protection, acceptable processes under the legislation, and the penalties for non-compliance by firms.
Perforce Delphix is a leading data management platform designed to help organizations manage their data throughout its lifecycle. With Perforce Delphix, companies can accelerate application development, streamline testing, and enforce continuous data compliance. The capabilities of Perforce Delphix data masking and data virtualization make it a vital tool for safeguarding and managing data.

(c) – Delphix
Delphix provides a low-code or no-code approach to masking that obviates the need for specializing programming expertise. Pre-defined profiling templates coupled with out-of-the-box masking algorithm frameworks enables teams to operationalize masking in days instead of months or years.
Compliance and Efficiency: Perforce Delphix is an essential tool for complying with data privacy regulations like GDPR and CCPA, streamlining processes, and reducing development cycles. It serves as an Endpoint Backup Solution, drastically speeding up database refresh times from days to minutes. This efficiency not only saves time but also lowers storage costs, making the entire team more efficient.
Improved Development and Cost Reduction: Users benefit from self-service solutions that significantly enhance development processes. Perforce Delphix also addresses storage consumption issues in non-productive environments, enabling cost reduction without sacrificing performance. Its compatibility with automation tools like Jenkins simplifies setup for automated regression testing.
Effortless Data Management and Virtualization: Developers and testers find Perforce Delphix empowering with features like bookmarking, rewinding, and data refreshing. It simplifies data management, allowing for easy virtualization of databases and creating accessible virtual databases from anywhere. Users can effortlessly manage their data, ensuring smooth testing and development processes.
Enhanced Security and Compliance: Perforce Delphix offers data masking for enhanced security and helps in refreshing data in MDM systems, ensuring compliance with regulations. The bookmark feature is particularly useful for testing new database code, providing a quick way to revert back in case of issues.
Support and Versatility: Users praise Perforce Delphix for its excellent support and documentation, with a supportive community and knowledgeable staff. It is versatile, allowing users to move and manage data across different environments, adapting workflows to specific needs. Overall, Perforce Delphix is a reliable solution that saves time, money, and ensures compliance with data privacy rules.
Enterprise data demands continue to increase, magnifying compliance and security risks. Today, companies need data for a range of digital transformation programs—data for CI/CD test environments, cloud migration trials, and AI/ML model training. Loading these environments with fictitious data to eliminate risk is not the answer. Without the right data, these environments are useless.
This is where Perforce Delphix serves as the key player with their API-first data platform enabling teams to find and mask sensitive data for compliance with privacy regulations. Perforce Delphix identifies potential threats of Data breaches and ransomware attacks in these 3 stages of the Data lifecycle.
| Development and Testing | Data is fuel for AppDev but also contains sensitive information that should not be exposed in environments for development, QA, and integration. |
|---|---|
| Cloud Data Environments | In the cloud, sensitive data can be a single mistake away from public or dark Internet access. Cloud trials and tests should not involve sensitive production data. |
| AI/ML and Analytics | In every industry, personally identifiable information (PII) that is fed into data warehouses, lakes, and models multiplies sensitive data exposure. |
By integrating data masking with data delivery, the Perforce Delphix Data Platform delivers compliant data in minutes for development, testing, cloud migration, and AI/ML.
Perforce Delphix swiftly detects sensitive information, such as names, email addresses, and credit card numbers, across various data sources including relational databases and files. Offering over 50 pre-built profile templates covering 30 types of sensitive data, Perforce Delphix also allows users to create custom profiling expressions.
Perforce Delphix adopts an automated approach to safeguarding non-production environments by substituting sensitive values with realistic yet fictitious equivalents while maintaining referential integrity within and across sources. Alternatively, sensitive data can be tokenized and reversed for added security.
With Perforce Delphix, achieving compliance becomes a low-code or no-code endeavor, eliminating the need for specialized programming skills. Pre-defined profiling templates, coupled with readily available masking algorithm frameworks, enable teams to operationalize masking within days instead of months or years.
Perforce Delphix stands out as the sole solution integrating data masking and data delivery seamlessly. Teams can now deliver compliant data in a matter of minutes, as opposed to the traditional days or weeks. Furthermore, Perforce Delphix APIs introduce automation to crucial data operations such as refreshing, versioning, branching, and sharing compliant data on-demand.
Employing continuous data protection, Perforce Delphix ensures near real-time synchronization of data from source applications and databases. In the unfortunate event of a ransomware attack, users can recover data from any specified time, down to the second or transaction boundary, ensuring minimal disruption to operations.
For more details, you can look at the sample video that demonstrates the masking of Snowflake with Perforce Delphix compliance services for Azure
At LevelShift, we understand the critical need to protect your valuable data and seamlessly navigate the intricate web of global data protection regulations. For prospective Perforce Delphix users, we present a unique opportunity to fortify your data compliance strategies through our tailored services, ensuring your organization stays ahead of the curve.
Our commitment is to empower your organization to meet and exceed data compliance requirements while unlocking the full potential of Perforce Delphix’s cutting-edge data management platform. Contact us today to embark on a journey of unparalleled data compliance and innovation with LevelShift and Perforce Delphix.
Note: LevelShift is a trusted Perforce Delphix partner. The source of the content is perforce.com/blog

The Importance of Microsoft Fabric Security: Why Perforce Delphix is Essential ...

Data Compliance is non-negotiable. Here are the risks of non-compliance Not comp...

Perforce Delphix empowers organizations to unlock the full potential of their da...

Data Compliance Integration: Enterprise Analytics with Delphix and Microsoft Fabric
Microsoft Fabric’s data integration capabilities unlock a world of data-driven possibilities. However, navigating complex compliance r...

Delphix DevOps: Your Trusted Partner in Fintech Transformation
In the dynamic realm of financial technology (fintech), data privacy challenges and legacy system constraints are more pressing than ever. T...

AI for Enhanced Security and Risk Management in High-Tech: Protecting Your Data and Systems
The Breach Everyone Would Remember Last month, a major software development company made headlines for a devastating data breach. The securi...