Data masking and synthetic data generation

Modern software development requires realistic and representative test data. DATPROF Privacy masks your test data and generates synthetic data. Your customer data is protected, but software teams can still use representative test data.

Features

  • Preserve data characteristics
  • High performance on large data sets
  • Consistent over multiple applications and databases
  • XML and CSV file support
  • Synthetic data generation

Benefits of data masking

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Protect privacy sensitive data

Protect your sensitive test data by masking or generating it and use it for development and testing.

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Be compliant to privacy laws

Mask privacy sensitive data and get compliant to regulations such as GDPR, PCI and HIPAA.

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Generate synthetic test data

Generate synthetic test data so you’re able to make test cases perfectly aligned with your tests!

DATPROF UI multi database masking

Multi-database masking

Mask data consistently over multiple tables, systems or (cloud) applications with the help of deterministic data masking or translation tables. Enabling you to keep data in sync and preserve cardinality accross different systems.

Synthetic data generation

Use the 50+ built-in generators with different languages to generate new data or replace existing data. Combine synthetic data generation with database masking for a compliant and representative test data set.

Conditional masking

Use built-in masking rules conditionally to create a comprehensive masking template fit for your data model. This allows you to apply multiple masking rules on different rows within the same table.

Preserve data characteristics

Preserve data pollution and edge cases in your dataset so they can be used for testing. Ensuring that the masked test data is as qualitative as production data.

DATPROF UI data characteristics
DATPROF UI custom script

High-performance

The data is directly masked and generated within the database using the advanced bypass system. Parallel processing enables you to mask and generate databases with terabytes of data.

Customizable

Use your own (correlated) seed files for synthetic data generation. Add custom expressions, additional languages and custom pre and post scripts to your masking templates.

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Automate data masking and generation

Use the power of DATPROF Runtime to deploy and automate masked test data

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CI/CD Integration

Integrate the deployment of masked test data as part of your CI/CD pipeline.

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Automation

Schedule and automate the deployment of masking templates using the Runtime API.

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Central TDM

Manage and monitor the execution of all masking processes from one TDM portal.

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High Performance

Data is directly masked within the database using the advanced bypass system.

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Notification

Runtime can send you notifications about the status of your masking process.

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History

Get insights in all previous masking projects for better auditability.

Start your 14 days free trial

Interested in trying out data masking yourself? Try out DATPROF Privacy for free for 14 days!

Supporting the leading database technologies

aws tdm support
microsoft azure tdm support

And more...

Data Masking

DATPROF Privacy

Data Automation

DATPROF Runtime

Data Discovery

DATPROF Analyze