As Seen In
Synthesized is now available on SAP Store, listed as Synthesized: Intelligent TDM. The platform helps teams prepare governed, production-realistic data for SAP and connected enterprise systems.
Teams can copy and subset existing data, apply masking and anonymisation, generate synthetic data, and automate provisioning and refresh. The method is selected according to the business scenario, source data and privacy requirements.
Enterprise workflows depend on connected data. Customers, orders, invoices, payments and supporting documents need the relationships required for the business process to work. This same foundation matters for enterprise AI agent evaluation, which requires realistic scenarios and an assessment of the resulting business outcome.
All test data. All teams. All possibilities. Governed on one control plane.
Why the SAP Store listing matters
SAP Store helps SAP customers and sellers discover partner solutions that extend their landscape. The listing gives programme leaders, testing teams and enterprise architects another route to discover Synthesized and explore its capabilities.
Teams can discuss their required business workflows, connected systems and deployment needs with Synthesized, then agree on an evaluation scope suited to their environment.
Test data for connected enterprise workflows.
Enterprises have automated much of their software delivery, but preparing suitable test data often still depends on specialist work, scripts and requests to other teams. Full production copies can add storage costs and expose sensitive information in non-production environments.
The challenge becomes harder when a process crosses applications. Testing an order, payment or employee change requires suitable data across the systems involved. Synthesized brings four capabilities together to address this challenge.
1. AI for practical data preparation.
AI is core to Synthesized’s approach to data preparation. Combined with configurable transformation and provisioning workflows, they help teams create useful test data while applying the requirements of their business scenario and data policies.
2. One platform across SAP and the wider landscape
Synthesized supports SAP applications running on HANA, SAP applications running on other databases, and data sources across the wider enterprise landscape. SAP landscapes can span on-premises, private-cloud and public-cloud applications, with the integration route and workflow scope defined for each environment.
This approach supports testing across complex landscapes that include SAP applications running on HANA and other databases, cloud SAP applications, and connected non-SAP enterprise applications. Configured workflows preserve the relationships required by the process being tested.
Enterprise workflows also depend on documents and other unstructured information. Synthesized supports anonymisation of supported unstructured formats alongside its structured-data capabilities, helping teams prepare that information for enterprise testing.
3. SAP data for coherent business scenarios
Useful SAP test data must represent a coherent business scenario. In Order-to-Cash, for example, the customer, sales order, delivery and invoice must remain consistent across SAP and connected applications. Synthesized preserves the relationships required by supported workflows so teams can test a complete business process across systems.
Synthesized prepares data for supported SAP workflows and connected systems through copying, subsetting, masking and anonymisation, or synthetic generation as the scenario requires. Loading individual tables successfully is only one part of demonstrating that a business workflow behaves correctly.
4. Repeatable preparation with consistent governance
Test data stops being a specialist QA function.
Synthesized brings copying, subsetting, time slicing, masking, anonymisation and synthetic generation into reusable preparation workflows. Teams can provision and refresh data for defined test scenarios, applying consistent policies across SAP and connected systems.
How Synthesized prepares test data
Synthesized combines AI and machine learning with configurable workflows to reduce repetitive preparation work:
- Schema and relationship intelligence. Identify and configure the dependencies needed for supported workflows, including relevant master and transactional data.
- Reusable workflows. Combine copying, subsetting, transformation, synthetic generation, provisioning and refresh into repeatable pipelines.
- Sensitive-data discovery and masking. Help identify sensitive information and apply configured detection and transformation rules, including organisation-specific patterns.
- Synthetic data generation. Generate data reflecting relevant source-data characteristics, with relationships and scenario requirements configured for the test.
- Subsetting. Prepare smaller datasets while retaining the relationships required by the selected workflow.
- Automated delivery. Connect preparation and refresh to supported schedules and pipeline triggers.
The result is a more repeatable approach to preparing the data each test needs.
Connecting test automation and data preparation
Synthesized connects data preparation to supported test automation tools and CI/CD workflows through integrations, APIs and a CLI. This includes integration with Tricentis Tosca and API or CLI connectivity for UiPath workflows. Teams can make provisioning and refresh part of an automated workflow, reducing manual requests for regression and integration test data.
Preparing data for enterprise AI agent evaluation
Enterprise AI agents need realistic business data for evaluation. An agent may follow its instructions and use approved tools while still producing an incorrect business result, such as making a duplicate payment.
Testing therefore requires suitable starting data and an assessment of the resulting business state. Governed data across SAP and connected systems provides a foundation for this evaluation.
What teams get
- Fast first value. For a defined workflow with connectivity, permissions and configuration prerequisites agreed, target a first test data refresh within one working day.
- Consistent data controls. Sensitive-data detection, masking, custom patterns and audit trails help teams apply their policies across test environments.
- Smaller test datasets. Subsetting can reduce the storage and infrastructure required compared with full production copies.
- Deployment in the customer’s environment. Kubernetes or Docker deployment supports customer-managed environments, including supported air-gapped configurations.
- Enterprise operations. Logging, encrypted connections and deployment options help teams address their operational requirements.
In a published customer case study, Deutsche Bank reduced test data provisioning time by 80%, and the European Commission selected Synthesized through a public tender for privacy-preserving data sharing. Setup timelines move from weeks to hours, and business value starts within the first 24 hours.
Where it fits
- Test automation data provisioning for Tricentis Tosca and Tosca Cloud, UiPath Test Cloud and CI/CD pipelines
- SAP ERP and SAP S/4HANA test data, including migration and ongoing release testing
- Cross-system test data spanning SAP applications on HANA, SAP applications running on other databases, and the broader customer IT landscape
- Preparation of governed structured and unstructured data for enterprise AI agent evaluation
Find Synthesized on SAP Store
Visit the Synthesized listing on SAP Store, or start a proof of concept and run your first test data refresh within 24 hours.
Governed data for testing enterprise software and AI agents.
