A safe, production-faithful world for every agent, migration and test

Linked, privacy-safe SAP, database and document data, built inside your environment for every test run, S/4HANA migration and agent evaluation. Test data management, rebuilt for the agent era.

Why agents stall

Agents change things. Production can't be the test bed.

Your AI agent
Production is off limits
GDPR, DORA and your own policies keep real customer data out of test.
Copies are slow and stale
Full system copies take ages to refresh and still expose real data.
Hand-made data is too clean
Agents fail on the messy edge cases that real operations produce every day.
Live systems

64%

of teams deployed AI agents before they felt ready.Monte Carlo survey, May 2026

40%+

of agentic AI projects will be cancelled by the end of 2027.Gartner prediction, June 2025

Three jobs, one layer

Start with the job you already have

Most teams start with one job and add the others later, on the same layer and the same engine.

Migrate: S/4HANA without full system copies

Lean, masked test data for S/4HANA, ECC and the systems around them. Available on the SAP Store.
S/4HANA migration →
Test: Every release, documents included

Masked, consistent data refreshed from CI/CD for Tosca, UiPath and your pipelines.
Test data management →
Validate agents: A safe world to act in

The Test Data Agent builds the records, documents and system state each agent scenario needs, on demand, with no real personal data.
Test Data Agent →

THE SAFE-STATE LAYER

One engine, one set of masking rules and one evidence log for all three jobs.

80% less time to provision test data

Deutsche Bank gave its teams immediate access to safe, production-like data.

Read the Deutsche Bank story →

Selected by the European Commission

Chosen through a public tender, after testing by its Joint Research Centre.

Read the European Commission story →

One test data engine underneath: masking, subsetting and generation

Generate the data production doesn't have

Create realistic, referentially consistent records for new features, edge cases and AI agent evaluations, at any volume.
Describe what you need in plain language and get the same output for the same input, every time.

Book a demo

Synthesized platform screen for synthetic data generation

Mask personal data by policy

Turn GDPR, DORA and HIPAA requirements into masking rules that apply on every refresh.
Masked values stay consistent across systems, so joins and end-to-end tests still work.

Book a demo

Synthesized platform screen for data masking

Access the right data, not all the data

Give each team a small, consistent slice of production for its tests instead of a full copy.
Mask the subset on the way out, so smaller environments are also safe ones.

Book a demo

Synthesized platform screen for database subsetting

One platform for your enterprise databases

Remove the data bottleneck in SAP HANA testing

SAP HANA testing is often slowed down by complex, tightly integrated data that’s difficult to validate without impacting business continuity. Synthesized provides SAP-native test data management and automation to deliver reliable, production-scale data across SAP and non-SAP systems.

Deliver production-scale, compliant test data for every testing scenario
Validate end-to-end processes across SAP HANA and connected applications
Reduce risk and accelerate SAP changes with reliable test data

Stream PostgreSQL database preparation for development and testing

Synthesized brings AI-driven masking, subsetting and generation to PostgreSQL, for application development and testing teams.

Automate the creation of databases that closely mirror production environments.
Enhance security and compliance by intelligently masking sensitive data, ensuring that personally identifiable information is protected.

Automate SQL Server test data provisioning

Synthesized optimizes SQL Server development cycles by efficiently identifying performance bottlenecks and data anomalies, crucial for handling large transaction volumes and complex queries.

Ensure every possible data scenario is covered by your test data.
Identify the "unknown unknowns", to accelerate release cycles and deliver with fewer bugs.

Microsoft SQL Server test data in Synthesized

Automated test data provisioning for Oracle

Synthesized for Oracle databases enhance environments that handle high-volume transactions and complex production pipelines. Minimize downtime and optimize development with the right data, not all the data.

Manage complex Oracle-specific data types and relationships with Synthesized automated data generation
Intelligent masking for PII risk discovery.

Oracle Database test data in Synthesized

Enhance Salesforce development with privacy-preserving snapshots

Synthesized enables rapid, reliable Salesforce application development with privacy-preserving snapshots for QA and development. Quickly identify and resolve issues, minimizing operational disruptions and enhance application robustness before release, not after.

Automated, comprehensive data coverage for any use-case
Protect sensitive customer information with AI-driven data masking techniques, ensuring compliance with codified regulatory rules