Overview
- Cut SAP test data setup from weeks to hours with AI-powered schema discovery that maps module relationships and dependencies automatically
- Eliminate PII exposure across development, QA, practice, and pre-production with policy-driven privacy controls and SAP-aware masking aligned to GDPR and SOX
- Validate true end-to-end business flows across SAP, Ariba, Salesforce, and logistics systems through a unified control plane delivering consistent cross-system datasets
- Achieve constant SAP S/4HANA testing with standardized test data creation and refresh across regions and instances, enabling continuous integration and delivery at scale
- Maintain referential integrity and business logic during masking via module-aware data scoping and automatic relationship mapping directly integrated with SAP HANA and S/4HANA
- Embed test data into CI/CD, GitOps, and environment refreshes using API, CLI, YAML, and business-UI workflows
- Deploy on private cloud, on-premises, or hybrid infrastructure to match your organization's security and operational requirements
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
- 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
- Potentially complicated setup for non-SAP
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❓ Frequently Asked Questions
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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's API, CLI, YAML, and business-UI workflows are designed to be user-friendly. These features enable the seamless integration of test data into various workflows including CI/CD, GitOps, and environment refreshes, facilitating the easy and efficient management of test data throughout the testing process.
Synthesized offers multiple deployment options to suit various organizational needs. These include private cloud, on-premises, and hybrid deployments. This flexibility ensures that no matter the specific infrastructure needs or requirements, Synthesized can be integrated smoothly and efficiently.
Synthesized facilitates continuous integration and delivery at scale by standardizing the creation and refresh of test data across various regions and SAP instances. The tool enables a uniform testing environment that can scale to support constant SAP testing, allowing rapid integration and development cycles while retaining high accuracy and compliance levels.
Synthesized standardizes the creation and refresh of test data across various regions and SAP instances with the help of its AI-native platform. This ensures that regardless of where the testing takes place they have access to current, relevant, and compliant test data. Standardization of testing data simplifies the testing process and makes it more efficient, reducing discrepancies and inefficiencies that can occur due to inconsistent data.
Yes, Synthesized's platform delivers a unified control plane across various systems including SAP, Ariba, Salesforce, and logistic systems. This consistent data provision facilitates comprehensive, realistic, and reliable testing workflows across these platforms ensuring an inclusive cross-system coverage.
Synthesized's platform embeds test data into CI/CD, GitOps, and environment refreshes through the utilization of its API, CLI, YAML, and business-UI workflows. These features enable seamless data integration into these workflows for regular updates and environment consistency, ensuring continuous integration, testing and delivery at scale.
In data masking and privacy control, the role of Synthesized is critical. The platform offers policy-driven privacy controls and SAP-aware masking. They utilize these mechanisms to eliminate personally identifiable information exposure across development, QA, practice, and pre-production environments, keeping data secure and compliant.
Yes, Synthesized's platform can accommodate hybrid deployments. Alongside private cloud and on-premises deployment options, Synthesized has the capacity to be set up in a hybrid deployment environment, combining the capabilities of both on-premises and cloud infrastructure to meet the specific needs of the organization.
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