Security That Compounds. Vulnerabilities That Don't Come Back.

Pi is an agentic product security platform built for organizations where codebases are growing faster than security teams can keep up, and where AI-generated code amplifies both the volume and velocity of potential vulnerabilities. The core problem Pi addresses is not that teams lack tools to find vulnerabilities — it is that those tools treat every incident as if nothing came before it. Security posture resets after each engagement, lessons evaporate when engineers leave, and the same root causes resurface across different services and teams. Pi is designed to stop that cycle by giving security a durable, compounding memory.

The platform works by continuously ingesting a team's codebase, historical incident data, pentest reports, and ticket history to build what Pi calls an institutional security inventory. When a vulnerability surfaces, Pi traces it to its architectural root cause rather than flagging the individual instance, then hunts every variant of that pattern across the organization so the entire class can be closed in one pass. Fixes are generated in the context of the specific codebase — accounting for the team's languages, architecture, and conventions — and delivered directly into developer workflows so a resolution is a single action, not a back-and-forth triage cycle. Prevention guardrails translate those learned patterns into IDE and pull-request checks that block known-vulnerable code before it ships.

Pi's distinguishing focus is memory as a security primitive. Where conventional application security tools produce findings that expire, Pi accumulates each lesson as institutional knowledge that actively governs future development. The platform also includes Sloane, an AI security assistant trained on the organization's full history that can answer questions about the codebase and its security posture in seconds. Pi positions itself for engineering-heavy teams — particularly those absorbing large volumes of AI-generated code — that need security to move at development speed without surrendering depth or institutional continuity.