DATPROF review
A broad test data platform for teams automating governed masking, generation, and provisioning.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
DATPROF is a test data management platform for QA, DevOps, development, and data teams. It combines sensitive data masking and anonymization with synthetic test data generation, referentially intact database subsetting, scheduled test data runs, database virtualization, and provisioning. Web-based self-service tools and REST API automation support teams that need governed access to test data across development and testing workflows. Its hybrid deployment model covers cloud and on-premise use, with Runtime available on Windows or Linux.
The platform’s main strength is breadth across complex data environments. DATPROF supports Oracle, Microsoft SQL Server, DB2 iSeries, DB2 LUW, PostgreSQL, EDB, MySQL, and MariaDB, along with CSV, Fixed Length, Recursive Fixed Length, and XML formats. Multi-database subsetting helps teams create smaller datasets while preserving relationships, while masking and synthetic generation address different requirements for protecting or creating test data. Scheduled refreshes, runtime monitoring, audit logs, and REST access add control for automated delivery.
DATPROF is suited to organizations that need a broad, governed test data workflow rather than a single-purpose masking or generation tool. Contact-sales pricing means buyers need a direct purchasing process, and the platform’s range of capabilities may be more than a small team needs for occasional test data preparation. Teams working with regulated data, multiple database technologies, and automated provisioning should consider DATPROF; teams seeking open-source software or a narrowly focused utility may prefer a simpler alternative.
DATPROF pros and cons
- Where it wins
- Covers masking, generation, subsetting, virtualization, and monitoring
- Supports scheduled runs, REST automation, and self-service provisioning
- Works across databases, flat files, XML, Windows, Linux, and web
- Where it doesn't
- Pricing requires a sales inquiry and customized quote
- Its broad module set may exceed the needs of simple test data tasks
- Not open source for teams seeking a community-maintained option
DATPROF fact sheet, pricing and score →
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update