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IRI RowGen

#15 of 25 in Test Data Management SoftwareAI Synthetic Data Generators

IRI RowGen: A broad test-data toolkit for teams that need generation, masking, subsetting, and automation. Ranked #15 of 25 in Test Data Management Software by our editors (7.4/10); pricing: Paid; best for large teams needing integrated generation and masking.

7.4/10Editor score
IRI RowGen7.4 Visit IRI RowGen

At a glance

  • Editor score
    7.4 / 10
  • Pricing
    Paid
  • Best for
    Large teams needing integrated generation and masking
  • Free plan
    No
  • Synthetic data generation
    Yes
  • Founded
    1978 · Melbourne, Florida, United States
  • Facts checked
    20 Sep 2026
IRI RowGen screenshot
  • Where it wins

    • Preserves referential integrity across related tables
    • Supports masking, subsetting, scheduling, APIs, and CI/CD workflows
    • Runs across Windows, macOS, Linux, APIs, and self-hosted environments
  • Where it doesn't

    • No free plan is available
    • Perpetual licensing varies by licensed threads
    • Some masking and subsetting capabilities sit in the wider IRI ecosystem

Our verdict on IRI RowGen

IRI RowGen generates synthetic test data for databases, flat files, and reports without requiring production data. It is designed for large teams that need structurally correct records, referential integrity across related tables, configurable distributions and volumes, and repeatable delivery into development or testing environments. Its support for database and test-file subsetting, masked database subsets, custom targets, and multiple execution modes gives it a wider remit than a basic data generator.

Platform and automation coverage are central strengths. RowGen supports Windows, macOS, Linux, APIs, and self-hosted deployment, with command-line, batch, GUI, and scheduled job execution. It can connect test-data workflows to Amazon CodePipeline, Azure DevOps, Jenkins, GitHub, GitLab, Bitbucket, CircleCI, and Travis CI. Cloud and streaming integrations include AWS, Microsoft Azure, Google Cloud Platform, Hadoop, Kafka, and MQTT. CI/CD integration, API-driven generation, and XML audit logging make it suitable for teams that need controlled, repeatable refresh processes across varied environments.

The product is offered through a perpetual-use license based on licensed threads, with first-year technical support included and unlimited IRI Workbench GUI deployments. Periodic lease licensing is also available, including through IRI Voracity subscriptions. RowGen is a strong fit when generation, masking, referential integrity, scheduling, and deployment flexibility must work together. Teams seeking a free tool, a narrowly focused generator, or a standalone masking and subsetting experience may prefer a simpler alternative or evaluate the broader IRI ecosystem alongside RowGen.

Your product? Our editors can test IRI RowGen in depth and publish a review, labelled as paid · from $149/mo →

IRI RowGen pricing

Plans Paid No free plan — trial or paid only. Prices checked 20 Sep 2026.
See plans on iri.com

All 2 IRI RowGen plans and prices →

IRI RowGen fact sheet

Free planNo
Paid fromNot verified
Synthetic data generationYes
Data maskingYes
Data subsettingYes
Refresh automationAutomated
Deployment modelHybrid
API accessYes
DeploymentCloud, Self-hosted, Desktop
PlatformsWindows, macOS, Linux
SupportLive chat, Docs
Built forMid-market, Enterprise (editorial estimate)
Integrations14 integrations: Amazon CodePipeline, Azure DevOps, Jenkins, GitHub, GitLab, Bitbucket …
PricingPaid (source)
Websiteiri.com
Facts checked20 Sep 2026

IRI RowGen integrations

IRI RowGen lists 14 integrations on its own site.

  • Amazon CodePipeline
  • Azure DevOps
  • Jenkins
  • GitHub
  • GitLab
  • Bitbucket
  • CircleCI
  • Travis CI
  • AWS
  • Microsoft Azure
  • Google Cloud Platform
  • Hadoop
  • Kafka
  • MQTT

Alternatives to IRI RowGen

See all IRI RowGen alternatives →

Also Ranked In

IRI RowGen is ranked in 2 of our directories.

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Featured on iTechGuides

Featured on iTechGuides — IRI RowGen 7.4/10

IRI RowGen is listed in our Test Data Management Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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