testdatatools
Enterprise TDM · Model & scenario generation

Synthesized TDK

Synthesized's current TDK platform transforms, generates, and subsets production data using configurable workflows, preserving statistical distributions and referential integrity across supported pipelines. 1

Sources reviewed

Manufacturer / project: Synthesized

When does it fit?

Best for engineering teams that want workflow-driven database masking, synthetic test-data generation, and relational subsetting integrated into development pipelines. 1

Fit still depends on your mandatory requirements.

What should you check before choosing?

TDK is the current platform documented for these test-data operations; Synthesized also publishes a distinct Python SDK, so confirm which product and workflow a comparison names. 1 · 2

What must your PoC prove?

Use a parent/child fixture, one invalid row and a fixed expected result. Check cleanup after failure, restore the configuration and repeat with pinned inputs. Unresolved requirements need a demonstration.

Acceptance plan, not a product test result. Execution scope and limits.

Deployment and license

The current TDK documentation describes Docker Compose and Kubernetes Helm deployment, plus CLI and API workflows. 1 · 2

The reviewed documentation describes platform licensing and administration but does not publish current prices or a complete license schedule. 1 · 2

Confirm the entitled version and operating requirements.

How you work with it

Define source-to-target transformations and execute via CLI or API in Docker Compose or Kubernetes deployments. 1 · 2

Export does not establish compatibility with another runtime.

Documented capabilities

Synthetic generationConfigured database synthesis
De-identification / maskingRule-configured transformations
Subsetting / subset planningConfigured database subsets
Data virtualizationUnclear
Seeded replay, scopedUnclear

Documentation is not a measured benchmark. Unclear is missing evidence; the comparison matrix explains the gap.

Sources and scope

Sources can cover different releases; they do not establish measured performance.

Open the cited sources (2)
  1. Synthesized Platform Documentation (TDK)

    Current version, masking, generation, subsetting, deployment methods, and current TDK product identity.

    Source checked: 2026-10-01
  2. Synthesized SDK documentation

    A separate Python SDK product exists; it should not be conflated with the TDK platform.

    Source checked: 2026-10-01

Use the same acceptance checks for your shortlist