Perforce Software, the DevOps company helping global teams scale AI innovation, today announced a major expansion of its software testing and synthetic data offerings with the launch of Delphix AI. This new capability integrates AI-powered synthetic data generation directly into the Delphix DevOps Data Platform, enabling teams to accelerate application delivery with secure, compliant, high-fidelity test data.
Delphix AI introduces AI-generated synthetic data powered by Perforce Intelligence.
Unifies data masking, delivery, and synthetic data in a single DevOps platform.
Tackles compliance risks—Gartner predicts 60% of data leaders may face synthetic data failures by 2027.
Enables secure, referentially intact synthetic data for testing, analytics, and AI/ML model training.
Runs on a fully air-gapped, CPU-only small language model, ensuring in-platform data security.
Upcoming roadmap: unstructured data discovery and automated MLOps pipeline data delivery.
As DevOps and AI adoption accelerate, the need for intelligent test data management has become mission-critical. Legacy tools and manual processes slow down innovation while exposing organizations to compliance risks.
Perforce Delphix AI addresses this by embedding a proprietary AI model—trained on Delphix’s deep IP in data privacy—to generate enterprise-grade synthetic data that is:
Customizable and referentially intact for dev/test use cases.
Compliant with strict privacy and industry standards.
Ready for use across analytics, AI training, and application delivery.
“As organizations modernize software development and adopt AI, intelligent test data management becomes a strategic enabler of innovation and compliance,” said Jim Mercer, Program Vice President, Software Development, DevOps & DevSecOps at IDC.
“From a best-practices standpoint, masked data preserves the structure of sensitive values, while AI-powered synthetic data contributes safe, compliant data for new scenarios that may not exist in production,” said Robert Henning, Lead Technical Staff, Enterprise Data at Athenahealth.
Perforce’s approach ensures companies don’t need to compromise speed for compliance. With Delphix AI, organizations can:
Protect sensitive data with tailored synthetic replacements while maintaining realism.
Accelerate compliance in regulated industries such as healthcare and finance.
Enable responsible AI innovation without additional data science overhead.
“We’re making AI available where it’s historically been forbidden,” said Steve Karam, Principal Product Manager at Perforce. “With a fully air-gapped, in-platform small language model, organizations can generate synthetic data inside their IT perimeter—securely, responsibly, and cost-effectively.”
Delphix AI is powered by Perforce Intelligence, the company’s blueprint for embedding AI across its product suite. This foundation supports the ongoing rollout of intelligent capabilities, including:
Unstructured data discovery.
Automated data delivery for MLOps pipelines.
Expanded AI-powered test data management features.
The best-run DevOps teams in the world choose Perforce. Powered by advanced technology—including AI that transforms ambition into measurable results—the Perforce suite is purpose-built to manage complexity, accelerate delivery, and ensure compliance across the software lifecycle.
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