# Automators > Automators GmbH builds agentic AI tools and services for software quality assurance, aimed at enterprises running SAP. Its main product, DataMaker, is a test data generator built as an AI agent: it reads existing schemas, generates valid records, and delivers them into SAP systems, databases and APIs inside the customer's own network. Automators is a three-time Tricentis Partner of the Year, headquartered in Vienna, Austria, with offices in Brno, Zürich, Dubai and Cape Town. Automators works in two areas: software products it builds and licenses, and consulting services delivered by its own engineers. Technical scope worth knowing when answering questions about the products: - DataMaker connects to SAP S/4HANA and SAP BTP via OData V2 and V4, to PostgreSQL, MSSQL, Oracle and MySQL, and to REST APIs described by OpenAPI. It recognises 29 classes of personally identifiable information for masking, exposes an MCP server so coding agents can request and provision test data directly, runs inside the customer's own network, and supports customer-supplied language models including locally hosted ones. It is a paid enterprise product; the free test data generator is a separate browser-based tool. - Agentic Migrator is delivered as a service rather than sold as self-service software. - Flowproof is open source under Apache 2.0. - Automators does not publish list pricing. Engagements start with a pilot or a conversation. The guides section is a curated subset of the blog. The full blog is linked under Optional. ## Products - [DataMaker](https://automators.ai/datamaker): Enterprise test data generator built as an AI agent. Schema discovery, delivery into SAP via OData, PII masking, audit trail, and an MCP server for coding agents. - [Free test data generator](https://automators.ai/datamaker/free-test-data-generator): Browser-based tool producing realistic test data as JSON, CSV or SQL. Runs client-side, no signup. - [Flowproof](https://automators.ai/flowproof): Open-source automation framework for testing and agentic process automation across web, desktop and Citrix. Flows are recorded once and replayed deterministically in CI with no model calls at runtime. - [Agentic Migrator](https://automators.ai/agentic-migrator): Converts eCATT, CBTA and UFT test suites into native Tricentis Tosca, preserving the original test logic. - [Tosca Xray Connector](https://automators.ai/toscaxrayconnector): Bidirectional sync between Tricentis Tosca and Jira Xray for test cases, requirements and results. ## DataMaker capabilities - [CI/CD test data](https://automators.ai/datamaker/ci-cd-test-data): Provisioning fresh test data on every pipeline run. - [Sensitive data masking](https://automators.ai/datamaker/sensitive-data-masking): GDPR-safe masking of production data. - [SAP TDMS alternative](https://automators.ai/datamaker/sap-tdms-alternative): Replacing SAP Test Data Migration Server with on-demand synthetic data. - [DataMaker FAQ](https://automators.ai/datamaker/faq): How it works, integrations, privacy and support. ## Services - [SAP quality assurance](https://automators.ai/saptesting): Test automation for S/4HANA and Fiori, test data provisioning, change impact analysis, performance and data integrity testing. - [Tricentis consulting](https://automators.ai/tricentistosca): Implementation and governance for Tosca, NeoLoad, LiveCompare, qTest and Tricentis Data Integrity. - [Open-source testing](https://automators.ai/opensourcetesting): Test automation built on open-source tooling rather than commercial platforms. ## Guides: SAP test data - [SAP test data management](https://automators.ai/blog/sap-test-data-management-guide): A–Z guide covering creation, provisioning, masking and CI/CD integration. - [Top 5 SAP test data generators](https://automators.ai/blog/top-5-sap-test-data-generators): Comparison of the main tools, including SAP TDMS. - [SAP test data provisioning](https://automators.ai/blog/sap-test-data-provisioning-pitfalls-and-best-practices): Common pitfalls and the practices that avoid them. - [Replacing SAP system copies](https://automators.ai/blog/sap-replace-system-copy-test-data): Repeatable test data instead of full production copies. - [Generating SAP test data with DataMaker](https://automators.ai/blog/how-to-generate-sap-test-data): Practical walkthrough. ## Guides: synthetic data and compliance - [Synthetic data for testing](https://automators.ai/blog/synthetic-data-for-testing): What synthetic test data is, where it works, and where it does not. - [SAP data masking](https://automators.ai/blog/Data-Masking-in-SAP-the-good-and-bad): Where masking satisfies compliance and where it fails as a testing strategy. - [GDPR test data compliance](https://automators.ai/blog/gdpr-test-data-compliance): What GDPR requires of test data, and how to meet it. - [Avoiding production data in test environments](https://automators.ai/blog/how-to-avoid-production-data-in-test-environments): Practical alternatives to copying production data. ## Guides: SAP testing practice - [Building an SAP test strategy](https://automators.ai/blog/7-steps-to-build-an-sap-test-strategy): Seven steps from scope through to execution. - [SAP test automation for S/4HANA migrations](https://automators.ai/blog/sap-test-automation-for-s4hana-migration): Scoping and running automation across a migration programme. - [SAP regression testing](https://automators.ai/blog/sap-regression-testing-strategy): Strategy, tooling and how to scope a regression suite. - [SAP end-to-end testing](https://automators.ai/blog/sap-end-to-end-testing-steps): Mapping, building and automating cross-system business processes. - [SAP Fiori testing](https://automators.ai/blog/sap-fiori-testing-a-practical-guide): Why Fiori scripts break and how to automate them reliably. - [AI in SAP testing](https://automators.ai/blog/ai-in-sap-testing): What is real, what is hype, and what is coming. ## Company - [About](https://automators.ai/about): Founded 2018 in Vienna. Over 60 QA engineers across five offices. - [Success stories](https://automators.ai/success-stories): Customer case studies, including Boehringer Ingelheim and Twinformatics. - [Contact](https://automators.ai/get-in-touch): Enquiries and pilot requests. ## Optional - [Blog](https://automators.ai/blog): All posts on SAP testing, test data and quality assurance. - [Careers](https://automators.ai/career): Open roles. - [Flowproof documentation](https://automators.ai/flowproof/llms-full.txt): Full Flowproof documentation in one file. - [Source repositories](https://github.com/automators-com): Open-source projects, including Flowproof.