SAP-native test data for SAP application testing

Automate SAP S/4HANA testing and end-to-end business process validation with the only SAP-native test data management platform delivering AI-driven, full-lifecycle automation in one solution. Synthesized keeps S/4HANA, ECC, and connected SAP systems continuously testable, without risky production copies or manual data bottlenecks.

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SAP S/4HANA
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Challenges and how Synthesized solves them

Data complexity slows migrations and modernizations

S/4HANA migrations touch intricate data models and custom logic; creating representative test data manually is slow and error‑prone. Synthesized automates generation of production‑like, compliant datasets aligned to SAP schemas—accelerating dry runs, cutovers, and validation cycles.

Frequent release cadence increases regression risk

Feature packs, hotfixes, and configuration changes can break critical workflows across Finance, Supply Chain, and HR. With CI/CD‑native data provisioning, Synthesized keeps regression suites fed with realistic data, reducing false positives and catching issues earlier.

Custom integrations break under real‑world scenarios

End‑to‑end processes span SAP and non‑SAP systems (e.g., Ariba, Salesforce, third‑party logistics). Synthesized provides consistent, scenario‑rich datasets across systems, improving integration coverage and stability during and after S/4HANA adoption.

Compliance and data privacy constraints block access

Using production data in non‑prod risks non‑compliance with GDPR, SOX, and internal controls. Synthesized applies automated masking and policy‑driven privacy controls, enabling safe, governed access to test data without slowing delivery.

Environment sprawl drives cost and inconsistency

Multiple test environments and regional teams create duplication and drift. Synthesized standardizes data provisioning with reusable workflows and on‑demand refreshes—lowering effort, reducing cloud spend, and improving test repeatability.

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

Accelerate testing and stay compliant

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.
LACK OF TEST DATA

Fix the test data availability problem

Testing is only as good as the test data used and it needs to be continuously available to developers, DevOps automation pipelines and agentic software development workflows. Synthesized test data automation unlocks the continuous delivery of test data, enabling organisations to test faster, detect issues earlier and release with increased confidence.
Why synthesized

Synthesized is built for SAP S/4HANA

Native SAP + Non-SAP Intelligence

The only TDM platform provisioning consistent test data across SAP HANA, S/4HANA, ECC, and non-SAP systems in a single unified platform.

AI-Powered Production-Realistic Data

Machine learning generates unlimited test datasets preserving SAP business logic, referential integrity, and semantic meaning across modules.

SAP Test Automation Integration

Native integrations with SAP Integrated Tool Chain, DevOps tools, and Test Automation solutions for continuous test data availability​.

Enterprise Deployment Flexibility

Private cloud, on-premises, and hybrid options with no vendor lock-in and support for SAP HANA and traditional databases.

Covering SAP S/4HANA testing needs

High‑fidelity SAP data for key modules

Generate realistic datasets for Finance, Procurement, Supply Chain, and HR—aligned to your configurations.

Hybrid ECC‑to‑S/4 testing support

Standardize data across legacy and S/4 environments to validate parity and process changes during migration.

Cross‑system integration validation

Provision coherent data for SAP plus adjacent systems (e.g., Ariba, Salesforce) to test end‑to‑end flows.

Performance and load‑ready datasets

Create scaled, representative data volumes to evaluate performance and stability before peak events.
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

AI-powered test data generation

High quality, production realistic synthetic data generation. Design, generate and provision unlimited test-case specific datasets on-demand - in minutes - enabling continuous testing and AI-driven DevOps acceleration.
Generate
Mask

Eliminate data breach risk

Ensure regulatory compliance and reduce risk with AI-first test data automation that identifies, masks and secures sensitive data at scale across environments. Robust annonymization for PII compliance.
Mask
Subset

Access the right data, not all the data

Enable secure, role-specific data access with intelligent, automated data subsetting that reduces storage costs and eliminates wait times for new test environments.
Subset

Talk to the team

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