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Test Data Automation TDA

Real-Time Automation and Orchestration of Enterprise Test Data

Stream complete and compliant test data on-the-fly, removing costly bottlenecks and boosting test coverage.

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Transform how you approach test data

Test Data Automation shifts the test data paradigm from slow and manual “provisioning”, to streaming rich data in real-time. Parallel teams and frameworks enjoy all the data they need on-the-fly:


Stream Data On-The-Fly

Parallel test teams and frameworks self-provision data seamlessly as they work, submitting self-service forms, automated API requests and on-the-fly scheduler requests.

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Automated Data "Find and Makes"

Test Data Automation hunts for data from across interrelated sources, with integrated data generation to fill gaps in test coverage and data masking to reduce compliance risks.

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Test Data Masking with Test Data Automation

Database Virtualisation

Automated orchestration spins up and populates virtualised databases in seconds, creating parallel environments at a fraction of the cost associated with physical data.

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Right Test Data. Right Place. Right Time.

Move beyond the logistics of copying data.

Test Data Automation provides a modern approach to test data.


Parallel teams enjoy unconstrained access to unique data sets, using a catalogue of test data to prepare the accurate data as they need it.


Automatically find and make accurate data for each and every test. “On the fly” data preparation ensures that data is valid and up-to-date.


Reliable data masking and realistic synthetic data generation avoid the use of PII in testing, mitigating the risk of damaging and costly data breaches.


Parallel test and development teams enjoy on demand access to rich data sets, delivering rigorously tested software in short iterations.


TDA provides on tap access to the data needed to achieve maximum test, detecting defects earlier, where they require less time and cost to fix.


End-to-end Test Data Automation embeds multi-step data preparation seamlessly within automated test execution and CI/CD pipelines.

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Test Data at your fingertips

Whether you’re a tester, developer, framework or machine!

Test Data Automation accelerates the delivery of valuable software, providing rich, compliant and affordable data at real-time speeds.

Accelerate testing and development

Accelerate testing and development

Make data available in real-time to increase overall agility and release velocity.

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Boost in-sprint test coverage,

Test with richer test data to find bugs earlier and at less cost to fix.

Test Data Privacy

Mitigate costly compliance risks

Test with a combination of masked and rich, synthetically generated data.

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Reduce infrastructure and operations costs

Virtualise and containerise data as it’s made available in parallel and on demand.


The need for test data in real-time

Test Data Automation provides data of the complexity, variety and volume demanded by a world of Enterprise DevOps, rapid development, and CI/CD. Test Data Automation is built for:

Hybrid enterprise architectures

Developments requires consistent data journeys that link across systems ranging from mainframe components, to Kafka queues and microservices.

Test Automation Frameworks

Data-hungry frameworks tear through data faster than ever, demanding continuous refreshes and fast-changing combinations in parallel.

Agile and iterative delivery

Up-to-date data is needed at the pace of rapid system change, and there is no time for manual data provisioning in CI/CD or short release cycles.

Parallel teams and frameworks

Each require continuous access to test data throughout a sprint, without the bottlenecks or test failures caused by data clashes or constraints.

Evolving privacy legislation

Integrating test data masking with synthetic data generation reduce testing’s dependency on potentially sensitive production data copies.

Exponential test data growth

New tools, “big data” systems and ever-faster processing power call for cost-effective alternatives to making physical copies of production data.

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Discover Test Data-as-a-Service 

Read our solution brief to learn how you can transform the relationship that your teams and frameworks share with data, shifting from slow and manual data "provisioning" to streaming rich test data in real-time.

Download the Solution Brief

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Plugged Into Your World

Test Data Automation creates the rich data needed for rigorous testing across complex data underpinning your system.

Selenium Test Automation Logo JIRA LOGO noun-sql-file-237080 (1) Microsoft Dynamics 365 testing Cypress Test Automation Xray Windocks database virtualisation and orchestration Sauce Labs Icon-1
Robot Framework UI Test Automation Postman API Test Automation db2 OpenText-Logo-2017 Rest Assured Apache Kafka Test Data Git

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