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Test automation 2026 Rank: #3037

Synthesized SAP ✓

AI-native test data for SAP, instantly compliant.

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Data Generation SAP Test Data Management
More categories (4)
S/4HANA Testing Sensitive-Data Masking SAP HANA Integration Test automation
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Verdict

A quick read before you dig into the full page.

Best if
AI-native test data for SAP, instantly compliant
Skip if
Limited data transformation features
Pick this when
SAP HANA Integration

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Overview

Designed to manage and automate SAP test data, Synthesized's AI-native test data management platform provides a comprehensive solution that covers a range of SAP and enterprise applications.

The tool enables users to generate synthetic data, mask sensitive data, automate SAP S/4HANA testing, and deliver compliant, test data resembling real production data.

The platform interfaces directly with SAP HANA and S/4HANA, offering integration designed for module-aware data scoping, automatic relationship mapping, and intelligent sensitive-data masking, maintaining business logic and referential integrity throughout.

Synthesized's platform is built to reduce setup time from weeks to hours using AI-powered schema discovery. The AI-native platform standardizes the creation and refresh of test data across various regions and SAP instances, enabling continuous integration and delivery at scale to unlock constant SAP testing.

It also preserves compliance by default, providing policy-driven privacy controls and SAP-aware masking eliminating personal identifiable information (PII) exposure across development, QA, practice, and pre-production environments.

Acknowledging the need for consistent datasets for true end-to-end flow validation, this platform also delivers a unified control plane across SAP, Ariba, Salesforce, and logistic systems.

Bridging SAP and non-SAP applications, it facilitates cross-system coverage to enable comprehensive testing workflows. User-friendly with its API, CLI, YAML, and business-UI workflows embedding test data into CI/CD, GitOps, and environment refreshes, Synthesized's platform offers a variety of deployment options including private cloud, on-premises, and hybrid deployments.

Synthesized SAP website

Access & connections

Where you can use Synthesized SAP, and what it plugs into.

Platforms

Web CLI

Integrations

Salesforce

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • API
  • Structured data

Output

  • API
  • Structured data

Supported features

  • QA Automation

Pros & cons

Pros

  • SAP HANA Integration
  • S/4HANA Testing Automation
  • Sensitive-Data Masking
  • Continuous Integration
  • Continuous Delivery
  • Policy-Driven Privacy Controls
  • PII Protection
  • Maintains Business Logic
Show 33 more
  • Preserves Referential Integrity
  • Cross-System Coverage
  • Unified Control Plane
  • API Integration
  • CLI, YAML Workflows
  • Private Cloud Deployment
  • On-Premises Deployment
  • Hybrid Deployment
  • Automates SAP Test Data
  • Synthetic Data Generation
  • Compliant Test Data
  • Module-Aware Data Scoping
  • Automatic Relationship Mapping
  • Setup Time Reduction
  • Delivers Consistent Datasets
  • Bridges SAP and non-SAP
  • Facilitates Comprehensive Testing
  • User-Friendly Business-UI
  • Embeds Test Data into CI/CD
  • Embeds Test Data into GitOps
  • Reduces PII Exposure
  • Scalable Implementation
  • Connects to Ariba
  • Connects to Salesforce
  • Connects to Logistic Systems
  • Environment Refresh Automation
  • End-to-End Flow Validation
  • Multi-Region Data Refresh
  • Resemble Real Production Data
  • Variety of Deployment Options
  • Enhanced Workflow Implementation
  • Enables SAP Testing
  • Embeds Test Data into Environment Refreshes

Cons

  • Lacks non-SAP database support
  • Limited integration options
  • Only targets enterprise applications
  • No vendor-specific customization
  • Non-customizable privacy controls
  • No bespoke deployment options
  • Focuses too much on SAP
  • Limited data transformation features
Show 1 more
  • Potentially complicated setup for non-SAP

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Releases 1

Initial release September 4, 2026 Current
Initial release of Synthesized SAP.

FAQ 12

What is Synthesized?
Synthesized is a comprehensive AI-native test data management platform, designed to govern, automate and scale the complete test data lifecycle across complex, heterogeneous landscapes. It is built to manage and automate SAP test data, providing users with a platform to generate synthetic data, mask sensitive data, automate SAP S/4HANA testing, and deliver compliant, production-like test data across SAP and various other enterprise applications.
How does Synthesized manage and automate SAP test data?
Synthesized manages and automates SAP test data by providing a platform that allows users to generate synthetic data, mask sensitive data, and automate SAP S/4HANA testing. The tool also allows users to deliver compliant, test data that resembles real production data, interfacing directly with SAP HANA and S/4HANA to maintain business logic and referential integrity throughout.
What features does Synthesized offer for synthetic data generation?
Synthesized uses machine learning to generate synthetic data that mirrors SAP distributions while removing any personally identifiable information (PII). It standardizes the creation and refresh of test data across various regions and SAP instances, allowing the delivery of consistent datasets across different systems. With its AI-powered schema discovery, it can reduce the initial setup time from weeks to hours.
What mechanisms does Synthesized have for sensitive data masking?
Synthesized implements policy-driven privacy controls and SAP-aware masking. This includes intelligent sensitive-data masking that is designed to understand the module boundaries and business logic of SAP. These measures help in eliminating personally identifiable information (PII) exposure across development, QA, practice, and pre-production environments.
How does Synthesized automate SAP S/4HANA testing?
Synthesized's platform automates SAP S/4HANA testing by providing integration designed for module-aware data scoping, automatic relationship mapping, and data masking. The platform enables continuous integration and delivery at scale, unlocking constant SAP testing. This helps facilitate speedier delivery and reduces the risk associated with test data handling.
How does Synthesized maintain business logic and referential integrity during data masking?
Synthesized maintains business logic and referential integrity during data masking by offering an integration designed for module-aware data scoping, automatic relationship mapping, and intelligent sensitive-data masking. In this way, it ensures that data retains its value for testing, while the actual content remains private and secure.
What kind of integration does Synthesized offer with SAP HANA and S/4HANA?
Synthesized provides direct and purposeful integration with SAP HANA and S/4HANA. This integration delivers module-aware data scoping, automatic relationship mapping, and intelligent sensitive-data masking. These features ensure a holistic understanding of SAP business logic, data relationships and dependencies, ultimately enabling more efficient and accurate testing processes.
How does Synthesized platform reduce setup time using AI-powered schema discovery?
Synthesized reduces setup time using AI-powered schema discovery which is designed to understand SAP module relationships and dependencies. This AI-driven process cuts initial setup time from weeks to hours, standardizing the creation and refresh of test data across regions and SAP instances.
How does Synthesized preserve compliance by default?
Synthesized preserves compliance by default through its policy-driven privacy controls and SAP-aware data masking. This ensures the alignment of data handling practices with privacy laws like GDPR and SOX. These controls eliminate exposure of personally identifiable information across all non-production environments ensuring that data is handled responsibly and securely throughout the testing process.
What measures does Synthesized take to eliminate PII exposure?
To eliminate PII exposure, Synthesized uses measures such as policy-driven privacy controls and SAP-aware data masking. These measures are designed to detect, manage, and mask sensitive personal information, ensuring that the privacy of individuals is preserved across all environments including development, QA, practice, and pre-production.
In what ways does Synthesized bridge SAP and non-SAP applications?
Synthesized bridges SAP and non-SAP applications by providing a unified control plane that offers consistent data sets across multiple systems such as SAP, Ariba, Salesforce, and logistics systems. Cross-system coverage facilitates comprehensive testing workflows that can accurately simulate real-world systems interplay.
Can Synthesized be used for end-to-end flow validation?
Yes, Synthesized's platform can be used for true end-to-end flow validation. It delivers consistent datasets across various systems including SAP, Ariba, Salesforce, and logistics systems. This ensures that all flows and interactions between these systems can be accurately tested and validated from end to end.
Synthesized SAP
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