Voracity and RowGen platforms offer high-performance test data generators for secure software development
-- Innovative Routines International (IRI), Inc., a/k/a The CoSort Company, has reinforced its test data management capabilities by optimizing its test data tools to serve critical software development, benchmarking, and compliance requirements. These enhancements allow developers and data engineers to generate rich, referentially correct test data in multiple formats using RowGen and the Voracity platform, without reliance on production sources.
The RowGen engine synthesizes structurally valid test data across complex database schemas and custom file layouts. These improvements help teams simulate real-world workloads using test data generators that support metadata-driven table creation and content design. Both standalone and embedded in IRI Voracity, RowGen supports scalable test data provisioning across environments with diverse data modeling, volume, and privacy needs.
IRI test data tools now offer native support for key DevOps integration points and virtualization workflows. Users can define test targets through database metadata or layout files and populate them with synthetic values that maintain internal consistency and statistical realism. Voracity users can also mask or subset actual data when synthesis isn’t feasible, applying consistent rules through FieldShield, CellShield, and DarkShield.
“Our test data generators are designed for engineers who need fast, repeatable, and controlled ways to validate applications without putting production data at risk,” said Tylor Quinley, Software Engineer at IRI. “These tools support testing across relational databases, JSON feeds, HL7 messages, Excel sheets, flat files—even reports and image overlays—without manual configuration of every element.”
By simulating production-like data at scale, RowGen helps teams perform load and stress testing, validate data transformation logic, and create test scenarios that mirror actual use cases. Conditional logic, value ranges, compound fields, and set file references allow test data to match real-world structures and statistical patterns. In regulated industries, combining masking and synthesis within Voracity helps satisfy legal obligations while preserving test coverage.
Test data environments built with IRI software enable rapid provisioning across QA, development, and staging pipelines. By reducing reliance on cloned production data, organizations minimize security exposure, lower storage costs, and accelerate release cycles. The test data tools are suitable for testing ETL pipelines, training AI models with safe data, or prototyping large-scale data systems under controlled loads.
About RowGen and Voracity
RowGen is a robust test data generation engine that creates structured test data from metadata. It supports all major databases and file formats and can operate independently or within the IRI Voracity platform. Voracity unifies test data generation, masking, integration, and governance tasks through a shared Eclipse-based GUI and metadata repository.
About the company: Founded in 1978, IRI is a Florida-based ISV specializing in high-performance data manipulation and data protection technologies. Best known for its CoSort engine and Voracity platform, IRI’s solutions serve global organizations in need of fast, secure data integration, transformation, masking, and test data management. IRI is represented in over 40 cities worldwide and serves clients in finance, healthcare, government, and technology.
Contact Info:
Name: David Friedland
Email: Send Email
Organization: Innovative Routines International (IRI), Inc.
Address: 2194 Highway A1A, 3rd Floor Melbourne, FL 32937-4932 USA
Phone: +1.321.777.8889
Website: https://www.iri.com/
Release ID: 89167921
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