When should you consider it?
Best suited to teams needing fast, space-efficient, point-in-time copies, branching and refresh workflows across development and QA environments.
Editorial fit assessment based on the sources below.What are the limits?
Check the exact Synthetic Data release, connector support and license entitlements. Perforce announces GA, while one current technical limitations section still says Early Access. That section lists CHECK/UNIQUE enforcement, self/circular foreign keys and cross-schema rule restrictions. Validate those limits for the entitled version rather than carrying forward earlier Oracle-only Preview wording.
Which capabilities are documented?
Documented means a cited vendor source describes this scoped capability. Not verified means the reviewed evidence cannot establish it. Neither is a hands-on test result.
How is it deployed and licensed?
Vendor documentation describes engines deployed on cloud or on premises, with virtual copies delivered to downstream environments.
Public pages reviewed do not state a list price or license tiers; vendor demo/account contact is offered.
Sources and scope
- Perforce Delphix Test Data Management Solutions
Current product positioning; platform combining virtualization, masking and synthetic data; data delivery and versioned test-data library.
Source checked: 2026-10-01 - Perforce Delphix Data Virtualization & Delivery
Cloud/on-prem engine deployment; point-in-time virtual copies; refresh, rewind, bookmark and branch workflows.
Source checked: 2026-10-01 - Perforce release updates: Synthetic Data 2026.2
September 2026 generally available release; distinct from July Early Access. Product scope must be tied to the selected release.
Source checked: 2026-10-01 - Synthetic Data in Data Control Tower
Current configuration, generation and relationship workflow, including composite keys; technical limitations still contain an Early Access label that conflicts with release announcements.
Source checked: 2026-10-01 - Perforce Synthetic Data launch announcement
22 September 2026 launch announcement, alongside established masking, data delivery and governance.
Source checked: 2026-10-01
What should you verify in a proof of concept?
- Your database version, schema constraints and target formats.
- The exact product, edition, deployment and license entitlements.
- Your business assertions and the meaning of repeatability for your output.
- A failed run, cleanup and a repeat run on controlled inputs.