Perforce Software Blog

Static analysis has always excelled at finding defects, vulnerabilities, and compliance violations. Before AI-assisted code remediation, however, developers still had to research the root cause, design a fix, and manually verify that the correction satisfies the relevant requirements. The new, built-in AI-assisted code remediation feature speeds up this process.

Perforce Delphix is the intelligent data automation platform that delivers fast, trusted, AI-ready data environments — combining synthetic data, masked production data, and automated delivery to support enterprise-scale testing and development. See how it works: Accelerate AI-Driven Delivery Move faster with on-demand, production-like synthetic data for new features, edge cases, and integration scenarios.

Sensitive data sprawls from production into development, testing, analytics, and AI environments, where it is far less governed and secured. Delphix eliminates compliance risk with AI-powered automated masking and synthetic data generation, delivering compliant, production-like data at the speed and scale your enterprise demands.

Perforce Intelligence is in its next phase to help our customers and partners get solutions, platforms, and features that bring control at every stage of the AI software development lifecycle (AI SDLC). Read about the evolution of Perforce Intelligence and new platforms and features we’ve rolled out to make AI easier to adopt for production-ready environmental needs. Back to top What’s New In the Spring of 2025, we launched Perforce Intelligence.

Offering Delphix K2view Where Delphix Wins Sensitive Data Discovery Effortlessly identifies PII, PHI, PCI, and other sensitive data by scanning data for names, birth dates, and social security numbers, etc., across hundreds of data sources. Only uses entity-based sensitive data discovery tools. Delphix thoroughly reduces compliance exposure and privacy risk across all datasets.

A 3D mesh for an elevator button with millions of triangles was added to a AAA game. No one flagged it. Nothing caught it. By the time anyone noticed the effect on performance, the artist had moved on, the asset was buried under dependencies, and the team was three months from shipping. Marios Michaelides has watched versions of that scenario play out across many projects and his teams work to prevent them.

A few months ago, a CTO I respect posted on LinkedIn that he was thinking about going back to Perforce P4 or SVN. He runs a modern engineering org and uses Git. The trigger was that his AI coding agents were stomping on each other’s changes faster than his developers could reconcile them. That post isn’t an outlier. It’s an emerging pain point in AI-driven workflows.

Perforce Delphix is an intelligent data platform that unifies AI-powered synthetic and masked data with virtualization — giving you a comprehensive way to deliver realistic, compliant test data on demand at every stage of greenfield development. Develop Faster with AI-Powered Synthetic Data Delphix has a long history of helping teams develop faster with reliable test data.

Capability Jira Perforce ALM Primary Strength Issue tracking & Agile workflows Full lifecycle management (requirements, tests, issues) Best Fit Agile teams, software-first teams, lightweight workflows, issue & task tracking Regulated industries, hardware & software systems, multi-stage builds Requirements Management Not built-in (typically requires add-ons) Built-in requirements management module Test Case Management Not built-in (typically requires add-ons) Built-in test case management...

It’s hard to keep up with how fast artificial intelligence is transforming organizations’ approach software security. Models like Claude Mythos Preview bring impressive new capabilities to the market, offering dynamic threat detection and adaptive learning. These advancements lead many engineering leaders to ask a critical question: Do we still need static analysis? The short answer is a definitive yes.