AI-generated test data, governed by you,
delivered into your systems.
DataMaker is an AI agent for enterprise test data. It reads your existing schemas, generates schema-valid records, seeds them straight into your SAP systems, databases, and APIs, and orchestrates the whole flow inside your network, governed, audited, and yours to control.
| BusinessPartner | OrganizationBPName1 | BusinessPartnerRole | IBAN |
|---|---|---|---|
| 1098105096 | Lumen Retail | FLVN01 | NL61 7207 4257 9948 4552 |
| 1042738195 | Meridian SE | FLVN00 | DE29 2054 6581 5460 7584 |
| 1072610482 | Kontur Werke | FLCU01 | DE26 0487 6222 8657 2384 |
| 1003944800 | Atlas Maschinenbau | FLVN01 | DE88 5100 9358 7043 1662 |
| 1007611245 | Quartz Solutions | FLVN00 | NL27 1642 3032 8939 2899 |
| 1052323673 | Helix Systems | FLVN00 | NL25 9916 9540 8700 0037 |
| 1009626300 | Nordlicht AG | FLVN01 | AT54 2872 8845 3121 9091 |
| 1007665687 | Müller GmbH | FLVN00 | AT38 2437 1484 8211 3079 |
| 1064596140 | Müller GmbH | FLVN01 | NL42 8716 6488 3587 3545 |
| 1064147536 | Aurora Logistik | FLCU00 | AT92 0721 1101 1733 6809 |
| 1060745951 | Kontur Werke | FLVN01 | CH71 1345 2842 9658 6187 |
| 1067662999 | Meridian SE | FLVN00 | CH64 6741 9582 0224 8675 |
OData V2 · $metadata · X-CSRF-Token · $batch deep-insert
Guided preview. In your deployment, DataMaker runs this inside your network against your real SAP S/4HANA OData, governed and logged. No systems are touched from this page.
Synthetic data, generated and downloaded in your browser. DataMaker seeds your real SAP, databases, and APIs inside your network, governed and logged.
That is one DataMaker workflow, running live in your browser. In your network the same agent also reverse-engineers templates from your real schemas, runs multi-step scenarios from CI, masks PII, and plugs into your AI coding agents over MCP.
Works with your toolchain
One agent for the whole test-data lifecycle.
DataMaker reads your systems, generates valid data, seeds it back, and orchestrates the whole flow. Not a fixtures script, a governed agent that works across your real estate.
Turn real data into templates automatically
Upload a JSON, CSV, YAML, or OpenAPI file, or point DataMaker at a live database, and let AI reverse-engineer a reusable template from your existing schema. No manual mapping required.
- Upload CSV / JSON / OpenAPI
- AI analyses column types
- Template auto-generated
- Generate N synthetic rows
Seed databases and APIs directly
Connect to PostgreSQL, MySQL, MongoDB, MSSQL, Oracle, IBM DB2. Or configure REST API endpoints with custom headers and auth, and push generated data straight in.
Built-in SAP integration
DataMaker talks to SAP OData directly. Connect to any V2 or V4 service, inspect entity fields from $metadata, apply OData filters, and POST generated records back, with automatic CSRF token handling.
- OData V2 & V4 (A2X)
- Auto-CSRF token handling
- Fetch, filter & inspect SAP data
- SAP-specific MCP tools
Automate complex data workflows
Write Python scenarios to orchestrate multi-step data generation: call APIs, run validations, chain templates, and seed multiple systems in one automated run. Stored, versioned, executable from UI or agent.
AI you can let near your test systems
Templates and scenarios define which fields, value ranges, and systems the agent may touch, and an audit log records every action it takes, so generation stays controlled inside your company.
- Guardrails: agent works within your templates
- Audit log for every generation and delivery
- Egress control: data goes only where allowed
- Reviewable like any other test asset
Plug DataMaker into any AI agent
DataMaker ships an MCP server with 25+ tools. Connect it to Claude, Copilot, Cursor, or any MCP-compatible agent so your AI coding assistant can generate and insert test data without leaving the editor.
Three steps from prompt to seeded system.
Describe
Type a prompt or upload your schema. Tell DataMaker what kind of data you need and how much.
Generate within rules
The agent knows your system: its fields, relationships, and real value ranges. It builds valid data and stays inside the guardrails your team defined. You see a live preview before anything moves.
Deliver and log
Data lands directly in your SAP test client, database, or API, and every step is logged. Export to JSON, CSV, XLS, or SQL whenever you prefer files instead.
Seed SAP test data with a single agent prompt.
Here's how DataMaker's AI agent fills a SAP S/4HANA system with Business Partners, Sales Orders, or any OData entity, start to finish, with no manual steps.
- 01"Create 10 German Business Partners in SAP"
- 02Agent reads SAP OData $metadata
- 03Template auto-generated (name, address, IBAN…)
- 0410 realistic records generated
- 05CSRF token fetched automatically
- 0610 × HTTP POST → SAP OData endpoint
- 07Business Partners live in your SAP system
Start with a pilot, then scale across your teams.
Enterprise
- Runs in your network: self-hosted or desktop fleet
- SAP integration with our enablement methodology
- Agent mode with a full audit log
- Scenario engine, unlimited templates and projects
- Dedicated support and onboarding by our team
Frequently asked questions.
Stop writing test data by hand.
Get test data into your systems, starting with a pilot on your own infrastructure.