SAP S/4HANA migrations and updates demand speed, accuracy, and compliance. Complex data models, integrations, and frequent releases make testing a challenge—risking downtime and costly delays.
Synthesized delivers secure, production-like test data at scale, so SAP teams can accelerate migrations, validate integrations, and ensure every release is reliable.
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Challenges and how Synthesized solves them
Data complexity slows migrations and modernizations
S/4HANA migrations touch intricate data models and custom logic; creating representative test data manually is slow and error‑prone. Synthesized automates generation of production‑like, compliant datasets aligned to SAP schemas—accelerating dry runs, cutovers, and validation cycles.
Frequent release cadence increases regression risk
Feature packs, hotfixes, and configuration changes can break critical workflows across Finance, Supply Chain, and HR. With CI/CD‑native data provisioning, Synthesized keeps regression suites fed with realistic data, reducing false positives and catching issues earlier.
Custom integrations break under real‑world scenarios
End‑to‑end processes span SAP and non‑SAP systems (e.g., Ariba, Salesforce, third‑party logistics). Synthesized provides consistent, scenario‑rich datasets across systems, improving integration coverage and stability during and after S/4HANA adoption.
Compliance and data privacy constraints block access
Using production data in non‑prod risks non‑compliance with GDPR, SOX, and internal controls. Synthesized applies automated masking and policy‑driven privacy controls, enabling safe, governed access to test data without slowing delivery.
Environment sprawl drives cost and inconsistency
Multiple test environments and regional teams create duplication and drift. Synthesized standardizes data provisioning with reusable workflows and on‑demand refreshes—lowering effort, reducing cloud spend, and improving test repeatability.
Manual QA
Manual testing eats up 30% of overall development efforts
Manual, fragmented QA processes force engineering teams to spend valuable time on repetitive tasks—slowing down release cycles and increasing the risk of human error. As software complexity grows, traditional testing methods simply can’t keep pace, leaving organizations exposed to bugs, delays, and mounting technical debt.
Data compliance risks
With regulations changing yearly, fines are no longer an “if” but a “when”
Data privacy and residency requirements are evolving faster than most teams can adapt. Manual compliance checks and legacy test data management tools create bottlenecks, increase the risk of violations, and make it nearly impossible to ensure every release meets global standards—putting your business at risk of costly fines and reputational damage.
High costs
The cost of releasing quality software has never been higher
Manual, fragmented QA processes force engineering teams to spend valuable time on repetitive tasks—slowing down release cycles and increasing the risk of human error. As software complexity grows, traditional testing methods simply can’t keep pace, leaving organizations exposed to bugs, delays, and mounting technical debt.
Why synthesized
Synthesized is built for SAP S/4HANA
Accelerate S/4HANA migration timelines
Provision compliant, production‑like data on demand to de‑risk trials, cutovers, and validations.
Improve regression resilience post go‑live
Continuously feed test suites with realistic data via CI/CD‑native workflows to catch issues earlier.
Reduce compliance risk by design
Apply automated masking, anonymization, and audit trails to meet GDPR and internal control requirements.
Strengthen end‑to‑end process testing
Deliver consistent data across SAP and connected applications to validate real business scenarios at scale.
Covering SAP S/4HANA testing needs
High‑fidelity SAP data for key modules
Generate realistic datasets for Finance, Procurement, Supply Chain, and HR—aligned to your configurations.
Hybrid ECC‑to‑S/4 testing support
Standardize data across legacy and S/4 environments to validate parity and process changes during migration.
Cross‑system integration validation
Provision coherent data for SAP plus adjacent systems (e.g., Ariba, Salesforce) to test end‑to‑end flows.
Performance and load‑ready datasets
Create scaled, representative data volumes to evaluate performance and stability before peak events.
Partners & integrations
Built to work with your ecosystem
We understand that today’s production data pipelines and development environments are complex and dynamic. So while you can use Synthesized to generate production-like data for your specific POC, it also works with your specific technologies.
Data generation for any development and QA use-case
Streamline the database generation process, ensuring the availability of high-quality production-like data for testing while removing manual effort and accelerating development cycles.
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Reduce the risk with codified regulatory rules
Ensure regulatory compliance and reduce risk by encoding masking policies that protect sensitive data from breaches and legal liabilities.
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Access the right data, not all the data
Enable secure, role-specific data access, or create tailored subsets and selectively mask sensitive information to balance usability and protection.
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