#DataMaker: The Intelligent SAP Test Data Generator You’ll Ever Need

Datamaker helps you generate realistic and compliant test data for all your SAP workflows right within your system, and accelerate releases

Overview

Solving SAP Test Data Bottlenecks for Better Workflow Testing

Testing SAP workflows demands more than just data. It requires complete, compliant, and interconnected datasets that reflect production-like complexity. DataMaker delivers that instantly

Solving SAP Test Data Bottlenecks for Better Workflow Testing
01

Complete Workflow Simulation

Support end-to-end testing for core SAP processes like O2C, P2P, H2R, R2R, F2F, and more, with data that mirrors real-world logic and dependencies

02

Realistic, Process-Specific Data

Simulate full SAP data trails, including both master and transactional data, so teams can validate functionality without relying on masked production copies

03

Generated Natively Within Your SAP System

Create test data directly inside your SAP landscape through native integration, not in disconnected tools or external sandboxes

04

Always Available, Always Secure

No more delays from TDMS refreshes or compliance risks. DataMaker delivers compliant, on-demand data when you need it

How It Works

How DataMaker Delivers Intelligent Test Data for Your SAP Ecosystem?

Native SAP Connectivity with Real-Time Access
01

Native SAP Connectivity with Real-Time Access

DataMaker connects directly to SAP S/4HANA and other SAP versions using OData. This ensures real-time interaction with your SAP system and flawless referential integrity. Master data and transactional data stay perfectly linked across modules, enabling accurate, end-to-end process testing and reliable template creation.

On-Demand Test Data Created Inside SAP
02

On-Demand Test Data Created Inside SAP

Unlike external tools, DataMaker generates synthetic test data directly inside your SAP system. With native integration, it populates SAP tables in real time, maintaining schema alignment and system context. No disconnected sandboxes, no imports, just usable, compliant data right where you need it.

Aligned with SAP Logic for Realistic Testing
03

Aligned with SAP Logic for Realistic Testing

DataMaker respects SAP’s internal business logic, data models, and dependencies to create production-like test data that behaves just like real data. By mimicking your system's structure and statistical patterns, it ensures reliable validation for SD, MM, FI, PP, and other business-critical modules.

Template-Driven, AI-Powered Data Creation
04

Template-Driven, AI-Powered Data Creation

Use templates to define your exact test data needs. DataMaker’s AI engine intelligently fills them with accurate, synthetic data tailored to your SAP workflows. Whether it’s thousands of orders or a single complex transaction, you get fast, repeatable, and risk-free data every time.

Gap-Filling for Complete Test Coverage
05

Gap-Filling for Complete Test Coverage

DataMaker analyzes partial SAP test data via OData and intelligently generates only the missing records to complete full test scenarios. It ensures you always have complete, interconnected datasets for multi-step workflows, eliminating guesswork, patching, or time lost in trial-and-error preparation.

Secure and Compliant by Default
06

Secure and Compliant by Default

DataMaker generates new, synthetic data from scratch, never copying production records, ensuring built-in compliance with GDPR, HIPAA, and similar regulations. This lets you test at scale in non-production environments with zero privacy risks or legal concerns while maintaining full fidelity to your SAP system logic.

Comparison

Why is DataMaker Better Than Traditional SAP Test Data Management?

Data Creation Method
Traditional Approach (e.g., TDMS, Manual)
Copies and masks complex production data. Time-consuming, resource-heavy, and carries inherent security risks.
DataMaker Advantage
Generates synthetic, production-like data on demand, no copying or masking needed. Simpler, faster, and secure.
Agility & Speed
Traditional Approach (e.g., TDMS, Manual)
Manual creation is slow and error-prone. TDMS refreshes are batch-based and infrequent, leading to stale data.
DataMaker Advantage
Self-service, on-demand test data generation. Get exactly what you need in seconds, perfect for agile and DevOps teams.
Data Completeness
Traditional Approach (e.g., TDMS, Manual)
Testers spend hours on trial-and-error to make data fit complex test cases. Often incomplete or broken.
DataMaker Advantage
Retrieve & Generate Missing" feature ensures 100% complete, referentially intact datasets, even for complex workflows.
CI/CD & Automation
Traditional Approach (e.g., TDMS, Manual)
Manual provisioning creates bottlenecks. Limited automation support in TDMS.
DataMaker Advantage
Seamlessly integrates with CI/CD pipelines, ensuring a continuous supply of fresh SAP test data for every build.
Security & Compliance
Traditional Approach (e.g., TDMS, Manual)
Even masked production data risks re-identification, creating compliance headaches (GDPR, HIPAA).
DataMaker Advantage
Synthetic-first data means zero exposure of real data, maximizing security and simplifying compliance from the start.
Cost & Resource Efficiency
Traditional Approach (e.g., TDMS, Manual)
High operational costs due to storage, manual effort, and complex setups.
DataMaker Advantage
Lowers storage needs, cuts manual workload, and dramatically reduces cost with smart, just-in-time data generation.
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FAQ

Frequently Asked Questions

Setup & Scalability

Usability & Cost Efficiency