Production-faithful test data for SAP, enterprise apps and AI agents

Mask, subset and generate safe data from your real systems, inside your own environment, and deliver it to every test run, migration and agent evaluation.
Customers and partners
Clarity AI logoGoogle Cloud logoDeutsche Bank logoMicrosoft Azure logoUBS logoAccenture logoAWS logoBigID logoNextWave logo
Clarity AI logoGoogle Cloud logoDeutsche Bank logoMicrosoft Azure logoUBS logoAccenture logoAWS logoBigID logoNextWave logo
Clarity AI logoGoogle Cloud logoDeutsche Bank logoMicrosoft Azure logoUBS logoAccenture logoAWS logoBigID logoNextWave logo
01
Connect your systems
Point Synthesized at SAP, databases and document stores. It runs inside your own environment, so production data never leaves it.
02
Apache AirflowGoogle Cloud Dataproc
Mask, subset and generate
Set the rules once: mask personal data, cut production down to a consistent subset and generate the records production doesn't have.
03
GitHubGitLabJenkins
Deliver to every run
Refresh test environments on a schedule or from CI/CD, test automation and agent evaluations, with a log of every run.

One engine for 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.
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.
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.
Synthesized platform screen for database subsetting
Where teams use it

SAP: test data without full system copies

Build lean, masked test data for S/4HANA, ECC and the non-SAP systems around them, without copying whole systems. SAP hasn't released TDMS for S/4HANA; Synthesized is available on SAP Store. Start with a free SAP health check.

AI agents: realistic data for every evaluation

Agents need realistic enterprise data to be tested against, not production itself. The Test Data Agent delivers privacy-safe, production-faithful data to agent evaluations and test runs on demand.

Documents: mask PDFs, emails and chats

Find and mask personal data in documents, emails, chat logs and scanned files while keeping them realistic for testing and document AI. Prove it on your own files with a 48-hour proof.

Proven in banks and regulated enterprises

Deutsche Bank reduced data access delays and manual provisioning time with compliant, production-like test data. A leading UK university automated test data refreshes in CI/CD. In European Commission security testing, fewer than 10% of records could be re-identified.

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
SAP HANA test data in Synthesized

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.
PostgreSQL test data in Synthesized

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
Salesforce test data in Synthesized
Partners & integrations

Built to work where
you work

Synthesized runs in your environment and plugs into the tools you already use: SAP, UiPath, Tricentis Tosca, your CI/CD pipelines and your cloud marketplace.
OracleJenkinsAWSWhereScapeSnowflakeGoogle BigQueryAmazon RedShiftMicrosoft AzureEC2MySQLCircleCIS3PostgreSQLGitLabWindows ServerGitHub ActionsGoogle CloudBigIDMicrosoft SQL ServerIBM DB2MariaDBSalesforceSAP SybaseGoogle Cloud Storage
Cloud

Create production-like data in your cloud tenant

Buy through your AWS, Azure or Google Cloud marketplace and run Synthesized in your own tenant, so sensitive data stays inside your boundary.
Microsoft Azure
Azure Marketplace
Run our products on Microsoft Azure.
GCP
Google GCP
Run our products on Google Cloud.
AWS
AWS Marketplace
Run our products on AWS.

Talk to a solutions engineer

Book a demo or ask for pricing. We reply within one business day.

From the blog

Continuous testing: Streamline software quality and speed
Data Subsetting: Smaller Test Databases With Integrity Intact
Continuous testing: Streamline software quality and speed
Synthetic Test Data: How to Generate It and When to Use It
Continuous testing: Streamline software quality and speed
Dynamic Data Masking vs Static Data Masking: Which Do You Need?