Synthesized review
A database-focused platform for schema-faithful synthetic data and protected test environments.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Synthesized is a test data platform for software engineering, QA, database, data engineering, and DevOps teams. It generates synthetic data from database schemas, masks sensitive production data, and subsets databases for development, testing, performance testing, and load testing. Its database-level approach preserves schemas, data types, constraints, views, and sequences, while also maintaining foreign-key relationships and key cardinality. Teams can use it as a managed cloud service or deploy it in customer-controlled environments.
The free plan gives Synthesized a clear entry point, while Premium and Enterprise licensing are handled through sales. The platform supports web, API, Linux, and self-hosted use, with workflows configured through YAML and executed through the REST API or CLI. Parallel worker execution is available for workflow operations. This combination suits teams that need repeatable data-generation processes connected to engineering automation rather than one-off sample records.
Its ecosystem fit is strongest for relational databases and delivery infrastructure. Connectors include PostgreSQL, Oracle, MySQL, SQLite, Microsoft SQL Server, Snowflake, DB2 LUW, and SAP HANA, with CSV and XML support also listed. CI/CD workflows and Kubernetes support extend the platform into automated delivery and containerized environments. Choose Synthesized when schema fidelity, masking, subsetting, and referential integrity are central requirements. Teams seeking a simpler, narrowly focused generator may find its database workflows and deployment choices broader than necessary.
Synthesized pros and cons
- Where it wins
- Preserves schemas, constraints, views, sequences, and referential integrity
- Masks sensitive data with realistic replacement values
- Supports REST, CLI, CI/CD, Kubernetes, and self-hosted workflows
- Where it doesn't
- Premium and Enterprise licensing are handled through sales
- Its strongest capabilities center on database-level workflows
- YAML, REST, and CLI options add workflow configuration decisions
Synthesized fact sheet, pricing and score →
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