Synthesized SAP

    Synthesized SAP

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    Category:Artificial Intelligence
    Pricing:Paid
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    September 7, 2026
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    Synthesized SAP

    AI-powered SAP platform that automates the test data lifecycle. Generate synthetic data, mask sensitive information, and ensure GDPR compliance.

    General Information about Synthesized SAP

    Synthesized SAP positions itself as an AI-native test data platform specifically designed for companies operating with SAP S/4HANA ecosystems and complex hybrid environments. This tool enables the governance, automation, and scaling of the full test data lifecycle, unifying control over both SAP and non-SAP applications (such as Salesforce, Ariba, or Oracle) from a single management plane. Its primary function is to provide realistic and secure data for development and quality control environments, eliminating the need for manual production copies that typically slow down delivery cycles.

    Synthesized SAP’s core technology uses AI for schema discovery, reducing initial setup time from weeks to just a few hours. Through native integration with SAP HANA, the system automatically maps relationships and dependencies, understanding the underlying business logic and maintaining referential integrity in critical processes such as Order-to-Cash or Procure-to-Pay. Additionally, it employs machine learning (ML)-driven synthetic data generation to create datasets that mimic production distributions without exposing real information.

    In terms of security, the tool ensures GDPR, CCPA, and SOX-compliant environments by default. It utilizes intelligent sensitive data masking for finance, HR, and customer data, removing any trace of PII (personally identifiable information) in pre-production, QA, or sandbox environments. This capability is fundamental for teams requiring continuous SAP test automation without compromising regulatory privacy.

    Key capabilities and benefits of the tool:

    • Data lifecycle automation: Enables automated copying, subsetting, masking, and provisioning operations from a single interface.
    • Integration with DevOps and CI/CD workflows: Through APIs, CLI, and YAML flows, data is managed as code, facilitating on-demand provisioning for regression testing.
    • Support for Tricentis Tosca and UiPath: Keeps test automation suites ready with fresh data, eliminating manual bottlenecks.
    • S/4HANA migration validation: Provides production-like data for migration simulations, reducing risks and support costs after go-live.
    • Performance and load testing: Generates high volumes of synthetic data to validate system capacity during peak traffic events.

    Synthesized SAP is a technical solution for QA engineers and data architects looking to accelerate digital transformation. By enabling programmatic test data provisioning, the tool ensures that end-to-end flows between different business applications are validated with total reliability and speed on any computer or server within the corporate infrastructure, whether in the private cloud or on-premises.

    Features and Use Cases of Synthesized SAP

    Native connectivity with SAP HANA and S/4HANA that understands business logic and automatically maps relationships.
    AI-powered intelligent schema discovery to reduce initial configuration from weeks to hours.
    Machine learning-driven synthetic data generation that maintains referential integrity across complex modules.
    GDPR and CCPA-compliant sensitive data masking to eliminate exposure of personal information.
    Unified test data management to validate workflows between SAP and external applications like Salesforce or Ariba.
    Integration with automation tools like Tricentis Tosca and UiPath via API and CLI workflows.
    Data provisioning for continuous regression testing and change validation within CI/CD pipelines.
    Performance testing with massive synthetic data volumes to validate load capacity on S/4HANA.
    Creation of secure development and QA environments by replacing production copies with compliant datasets.
    Validation of ECC to S/4HANA migrations through cutover rehearsals with realistic data to mitigate risk.

    How Synthesized SAP Works

    1Connect the tool directly to SAP HANA or S/4HANA instances using its built-in native connectors.
    2Run automated schema discovery with AI to identify relationships and dependencies between modules.
    3Configure data scope through intelligent mapping of virtual foreign keys and SAP-specific business logic.
    4Apply masking templates and policy-based privacy controls to protect sensitive finance, HR, and customer data.
    5Generate synthetic data using machine learning models that replicate production distributions while preserving referential integrity.
    6Provision datasets into development, testing, or pre-production environments using the UI, command line, or YAML files.
    7Integrate data delivery into CI/CD pipelines and automation tools like Tricentis Tosca or UiPath via API or CLI.
    8Validate end-to-end workflows between SAP systems and external applications like Salesforce or Ariba to maintain data consistency.
    9Manage the test data lifecycle by performing copying, time-based subsetting, and automated environment refresh operations.
    10Deploy the platform on private cloud infrastructure, on-premises environments, or hybrid models based on the enterprise architecture.

    Frequently Asked Questions about Synthesized SAP

    What is Synthesized SAP and how does it help organizations?

    It is an AI-native test data platform that enables the governance and automation of the full data lifecycle across SAP environments and complex enterprise applications.

    How does Synthesized SAP reduce setup times from weeks to hours?

    The tool uses AI-driven schema discovery to automatically map relationships and standardize test data creation across different instances.

    Can Synthesized SAP be used to ensure GDPR compliance?

    Yes, the platform includes privacy-by-design controls and smart masking templates that eliminate sensitive data in development and testing environments.

    Does the platform allow for data management in non-SAP systems?

    The solution offers a unified control plane that provides consistent datasets for both SAP and external applications like Salesforce or Ariba.

    How does Synthesized SAP integrate with automation tools like Tricentis Tosca?

    It offers native integration that continuously delivers realistic, business-ready data to automated testing suites during every execution.

    What benefits does Synthesized SAP provide for S/4HANA migrations?

    It provides production-like datasets for migration simulations and validations, drastically reducing risks and support costs.

    What deployment options are available for this tool?

    The platform can be deployed in private clouds, on-premises, or through hybrid models, adapting to each company’s specific architecture.

    How does Synthesized SAP maintain the integrity of complex business processes?

    Its design understands SAP business logic and virtual foreign keys, ensuring that processes such as order management or procurement execute correctly during testing.

    Synthesized SAP Pricing

    Check official website

    There is no public information regarding pricing plans or a free version for this tool. To learn more about Synthesized SAP costs and subscription options, you must request a custom demo through their official website. Key features included in their enterprise platform are:


    Native integration with SAP HANA and S/4HANA with automatic mapping of relationships and dependencies.

    AI-driven synthetic data generation that maintains referential integrity and business logic.

    Sensitive data masking and automated privacy controls compliant with GDPR, CCPA, and SOX.

    Full test data lifecycle automation (copying, subsetting, and provisioning).

    Support for heterogeneous environments that unifies data from SAP and non-SAP applications (Salesforce, Ariba, etc.).

    Native integration with test automation tools such as Tricentis Tosca and UiPath.

    Provisioning via API, CLI, and YAML flows for integration into CI/CD pipelines.

    Flexible deployment options for private cloud, on-premises, or hybrid environments.

    Synthesized SAP Screenshots

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