Enterprise test data automation for SAP applications

SAP development, testing and modeling starts with intelligent test data automation.

SAP Applications –  Ariba, SuccessFactor, S/4HANA, EWM, Hybris, and Concur – rely heavily on realistic data for testing AI model training.

Synthesized accelerates test data automation for those working on SAP application implementations by simplifying the delivery of realistic, context-aware production-aligned test data at scale.

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SAP Applications
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Problems Synthesized solves for SAP customers

SAP testing and implementation complexity

A major challenge in SAP implementations is ensuring that new configurations, custom developments, and integrations work properly before going live. This demands thorough testing using data that mirrors actual business processes. Synthesized provides consistent, scenario‑rich datasets across systems, improving integration coverage and stability for SAP applications.

Frequent releases can increase regressions

Increased implementation project delivery and change requires reliable testing with data that reflects real-world business processes. Synthesized enables teams to generate test data that closely resembles real-world transactions and that includes both standard and edge-case scenarios for increased functional and regression test reliability.

Manual data provisioning prevents agile delivery

SAP functional consultants and testing teams are often slowed down by waiting for test data. Manual test data creation is slow, error-prone, consumes valuable technical resources, and often incomplete. Synthesized automates data provisioning, reduces manual effort and delivers the self-service test data delivery needed for Agile testing practices.

Compliance and regulation complexity

To be useful, usable and used, data must be free from personally identifiable information and comply with the growing complex regulatory landscape. Sensitive business data must be protected to meet GDPR, SOX, CCPA, HIPAA, and internal audit standards. Synthesized applies automated masking and policy-driven controls, enabling safe, governed access to test data.

Test data infrastructure for enterprise

Large engineering organisations often have multiple teams working on multiple test environments. Synthesized provides an unified enterprise-ready data infrastructure platform that simplifies and standardizes high-quality data provisioning, on-demand and at scale.

Referential data integrity

SAP applications demand context-aware test data with robust cross-module relationships. Test data solutions that lack meaningful relationships and dependencies will cause test failures or false positives regression testing. Synthesized’s advanced business data generation maintains the semantic referential data consistency that SAP application business logic requires.

Manual QA

Manual testing eats up 30% of overall development efforts

Manual, fragmented QA processes force engineering teams to spend valuable time on repetitive tasks—slowing down release cycles and increasing the risk of human error. As software complexity grows, traditional testing methods simply can’t keep pace, leaving organizations exposed to bugs, delays, and mounting technical debt.
Data compliance risks

With regulations changing yearly, fines are no longer an “if” but a “when”

Data privacy and residency requirements are evolving faster than most teams can adapt. Manual compliance checks and legacy test data management tools create bottlenecks, increase the risk of violations, and make it nearly impossible to ensure every release meets global standards—putting your business at risk of costly fines and reputational damage.
High costs

The cost of releasing quality software has never been higher

Manual, fragmented QA processes force engineering teams to spend valuable time on repetitive tasks—slowing down release cycles and increasing the risk of human error. As software complexity grows, traditional testing methods simply can’t keep pace, leaving organizations exposed to bugs, delays, and mounting technical debt.
Why synthesized

Synthesized supercharges test data in SAP environments

Accelerate testing cycles and adapt to change

Provision context-aware data for SAP and adjacent enterprise applications for seamless testing and process validation built for complex enterprise landscapes.

Move fast and avoid regressions

Continuous test data provisioning for CI/CD SAP workflows catch regressions and issues earlier.

Simplified compliance

Automated masking, anonymization and audit trails eliminate the risk of sensitive data exposure and enable global privacy regulation compliance.

Supercharge end-to-end process testing and modeling

Minimize risks and improve the reliability of your SAP implementation. Whether used to simulate complex business scenarios in testing environments or to generate training data for AI-driven applications, Synthesized has SAP applications covered.

Partners & integrations

Built to work with your ecosystem

We understand that today’s production data pipelines and development environments are complex and dynamic. So while you can use Synthesized to generate production-like data for your specific POC, it also works with your specific technologies.
OracleJenkinsAWSWhereScapeGoogle BigQueryAmazon RedShiftMicrosoft AzureEC2MySQLCircleCIS3GitLabWindows ServerGitHub ActionsGoogle CloudBigIDMicrosoft SQL ServerIBM DB2MariaDBSalesforceSAP SybaseGoogle Cloud Storage
Generate

Data generation for any development and QA use-case

Streamline the database generation process, ensuring the availability of high-quality production-like data for testing while removing manual effort and accelerating development cycles.
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Generate
Mask

Reduce the risk with codified regulatory rules

Ensure regulatory compliance and reduce risk by encoding masking policies that protect sensitive data from breaches and legal liabilities.
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Mask
Subset

Access the right data, not all the data

Enable secure, role-specific data access, or create tailored subsets and selectively mask sensitive information to balance usability and protection.
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Subset

Talk to the team

Generate high-fidelity production-like databases for testing and development with only a prompt.
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