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The Test Data Imperative: Towards SAP Autonomous Enterprise

The AI-native test data platform built for SAP and AI-ready enterprises

Synthesized is the only enterprise test data platform that combines SAP-native intelligence with broad enterprise application support, so you can govern, automate, and scale the complete test data lifecycle across complex, heterogeneous landscapes from a single platform.

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Explore capabilities
Weeks →
hours

Test data setup time

SAP + 

non-SAP

Unified control plane

GDPR / CCPA
/ CPRA

Compliant by default

Benefits
Capabilities
Test Automation
Why Synthesized
Built for the SAP & Enterprise QA toolchain
KEY BENEFITS

Production-like SAP test data, without the production copies

Complex SAP modules, full-copy refreshes, and stalled automation slow every program. Synthesized removes the bottlenecks so teams accelerate S/4HANA delivery and reduce risk.

SAP-native by design

Connects directly to SAP HANA and S/4HANA with purpose-built integration for module-aware data scoping, automatic relationship mapping, and intelligent sensitive-data masking, preserving business logic and referential integrity so end-to-end processes like Order-to-Cash and Procure-to-Pay execute correctly in test.

Weeks to hours

AI-powered schema discovery cuts initial setup from weeks to hours and standardizes how test data is created and refreshed across regions and SAP instances.

Compliant by default

Policy-driven privacy controls and SAP-aware masking for finance, HR, and customer data, aligned to GDPR and SOX, eliminate PII exposure across dev, QA, sandbox, and pre-prod.

One platform, SAP 
+ non-SAP

A unified control plane delivers consistent datasets across SAP, Ariba, Salesforce, and logistics systems to validate true end-to-end flows.

Continuous delivery at scale

CI/CD-native provisioning keeps SAP regression suites and automation packs always test-ready with fresh, realistic datasets, unlocking continuous SAP testing and de-risking migrations, feature packs, and configuration changes as systems evolve.
CORE CAPABILITIES

Powerful test data management
& automation for SAP

Synthesized automates every essential test data operation for SAP testing and quality assurance from a single, SAP-native enterprise platform.

SAP-native integration
Direct SAP HANA / S/4HANA connectivity with module-aware scoping and virtual foreign-key mapping that understands master & transactional data and SAP business logic.
Schema intelligence
AI-powered discovery of SAP module relationships and dependencies, cutting initial setup from weeks to hours.
Synthetic data generation
ML-driven synthetic data that mirrors SAP distributions while removing PII, preserving business logic and edge cases at any scale.
Data protection
SAP-aware masking templates and policy-driven privacy controls for finance, HR, and customer data, aligned to GDPR, CCPA, CPRA and global equivalents.
Lifecycle automation
Copy, time-slice, subset, mask, generate, and provision: every operation from one SAP-native TDM platform.
DevOps & CI/CD
API, CLI, YAML & business-UI workflows and data-as-code embed test data into CI/CD, GitOps, and environment refreshes.
Cross-system coverage
Consistent datasets across SAP and non-SAP apps for Order-to-Cash, Procure-to-Pay, Record-to-Report, and more.
Deployment options
Private cloud, on-prem, or hybrid deployments with a minimal footprint and no vendor lock-in.

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WHERE TEAMS USE IT

Five high-impact SAP testing use cases

01
Continuous change-impact testing
CI/CD-native provisioning keeps SAP regression suites and Tosca packs always test-ready with fresh datasets.
02
Cross-system integration testing
Scenario-rich data across SAP, Ariba, Salesforce, and logistics to validate stable, production-like end-to-end flows.
03
Performance 
& load testing
High-volume synthetic datasets that mirror production distributions to validate S/4HANA capacity and peak-event readiness.
04
Privacy-safe 
non-prod environments
Replace production copies with synthetic, compliant datasets in dev, QA, sandbox, and pre-prod, eliminating PII exposure.
05
S/4HANA migration validation
Production-like datasets for migration dry runs, cutovers, and hybrid ECC-to-S/4HANA testing to reduce cutover risk and hypercare costs.
TEST AUTOMATION SUPPORT

Keep Tricentis Tosca and UiPath continuously data-ready

Test automation depends on a continuous supply of high-quality data. By automating sensitive-data detection, masking, synthetic generation, and provisioning, Synthesized removes manual bottlenecks and unlocks true end-to-end SAP test automation.

Tricentis Tosca
NATIVE INTEGRATION
Native integration with the SAP QA toolchain keeps automated Tosca suites continuously data-ready, with realistic, business-ready data delivered on every run.
  • Fresh datasets for SAP regression packs on every CI/CD run
  • Referential integrity preserved across SAP modules
  • Edge-case data to expose risks in critical business processes
UiPath
API / CLI DRIVEN
Data-as-code APIs, CLI, and YAML workflows feed UiPath Test Suite and RPA automations with governed, on-demand data, embedding test data provisioning directly into automated pipelines.
  • Programmatic provisioning triggered from automation orchestrators
  • Compliant, masked data for attended & unattended runs
  • Consistent data across SAP & non-SAP steps in a single flow
Detect sensitive data
→
Mask & generate
→
Provision via API/CLI
→
Tosca & UiPath run
WHY SYNTHESIZED

The only platform that unifies SAP and non-SAP test data

Non-native SAP TDM struggles with complex modules, expensive full-copy refreshes, and stalled automation. Synthesized is built differently.

01
AI-native, not retrofitted
Built for AI-ready enterprises and Agentic QA. ML-driven synthetic generation and AI-powered schema discovery are core to the platform, not add-ons.
02
SAP-native intelligence
Purpose-built SAP HANA / S/4HANA integration understands module boundaries, virtual foreign keys, and business logic, where generic TDM tools break.
03
One platform for SAP + non-SAP
Uniquely unifies SAP and non-SAP TDM in a single control plane, so end-to-end flows across S/4HANA, Ariba, and Salesforce stay consistent.
04
Governed & compliant by default
Policy-driven privacy controls aligned to GDPR and SOX remove PII while retaining realism across every non-production environment.
05
No vendor lock-in
Private cloud, on-prem, or hybrid deployment with a minimal footprint adapts to your enterprise architecture, not the other way round.

Ready to accelerate SAP transformation?

Enable continuous SAP testing with compliant, production-like data on demand, then govern, automate, and scale your complete test data lifecycle from a single platform.
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