If It's Exploitable, It Doesn't Ship.

Arvion is an autonomous application security platform built around a single idea: the bottleneck in security is not finding vulnerabilities, it is doing the work that comes after. Modern scanners already surface hundreds of findings, but 96% of them are noise — false positives or paths no attacker can reach. What remains still takes security and engineering teams an average of 271 days to fix, largely because the remediation work lands on developers who are outnumbered 100-to-1 by security findings. Arvion positions itself as the execution layer that absorbs that work.

The platform operates as a continuous pipeline inside existing development workflows. Starting from scan output, Arvion first filters findings down to those representing genuinely exploitable paths — vulnerabilities an attacker could actually reach in the running application. For each confirmed risk, it writes a production-ready patch, handles breaking-change scenarios in dependency upgrades, then runs the project's own test suite and build to validate the fix. If something breaks, it iterates until the build passes. The result lands as a pull request the developer can review and approve, or surfaces inline in the IDE through integrations with Claude Code and Cursor.

Arvion's distinguishing claim is that it automates over 80% of vulnerability fixes end to end without requiring manual triage or remediation effort. The platform targets engineering-led organizations where security and development capacity is constrained — teams that need vulnerability risk resolved inside the development lifecycle rather than managed in a backlog. As an early-access product, Arvion's go-to-market centers on running against a prospect's own codebase, letting the fix rate speak for itself.