Technology teams ship more AI-generated code than any other industry. Symbiotic catches vulnerabilities at the point of creation -- in your IDE, across every coding assistant, before anything merges.
Your developers use Copilot, Cursor, and Claude Code to ship features at speed. But AI coding assistants confidently repeat insecure patterns and spread them across every repo, every sprint.
"A junior dev used Copilot to scaffold our new API gateway. Looked clean. Passed review. Three weeks later, a pen test found hardcoded credentials, missing rate limiting, and an IDOR on every tenant endpoint. The AI wrote exactly what it was asked to write -- and none of it was secure."
AI coding assistants generate vulnerabilities as fast as they generate features. Your team reviews code for logic, not security. Insecure patterns get committed, merged, and deployed before anyone catches them.
SAST scanners find issues days or weeks after the code was written. By then, the developer has moved on. The finding becomes a ticket. The ticket becomes backlog. The backlog becomes debt that compounds every sprint.
Your security team reviews PRs manually across dozens of developers now writing code 2-3x faster with AI. The math does not work. Coverage drops. Risk grows. Nobody scales by hiring more reviewers.
Whether you are scaling a SaaS product, managing enterprise infrastructure, securing client environments, or sprinting toward product-market fit -- Symbiotic fits your workflow.
You ship daily and your customers demand SOC 2 reports. Symbiotic catches vulnerabilities inline so your CI/CD pipeline stays clean and your security posture stays audit-ready -- without adding review cycles.
Hundreds of developers, dozens of repos, multiple AI coding tools. Symbiotic Flow enforces consistent security policies across your entire organization and gives your AppSec team signal without manual triage.
You manage code for multiple clients with different security requirements. Symbiotic's model-agnostic approach means one tool covers every client environment, every AI assistant, every policy.
You move fast and cannot afford to bolt on security later. Symbiotic installs in minutes, works inside the IDE your team already uses, and catches issues before they become expensive tech debt.
These are not theoretical. These are real vulnerability classes that AI coding assistants generate in production technology codebases every day.
Traditional AppSec finds vulnerabilities after the fact. Symbiotic catches them the moment they are written -- in your IDE, in your PR, and in your pipeline.
Whether you are a 10-person startup or a 500-developer enterprise, Symbiotic fits the way your team already works.
Industry data shows production vulnerabilities take 4-6 weeks to remediate. Catching issues at the point of creation reduces fix time to minutes -- eliminating triage, ticketing, and context-switching entirely.
Your team uses Copilot, Cursor, Claude Code, and more. Symbiotic enforces consistent security policies across all of them. No vendor lock-in. No gaps between tools.
Symbiotic installs in minutes and lives inside the IDE and CI/CD pipeline your developers already use. Inline feedback adds milliseconds -- and saves hours of rework per sprint.
Your customers ask for SOC 2 reports. Your enterprise buyers want proof of secure development practices. Symbiotic gives you both without changing how you build.
Symbiotic Flow provides audit-ready reporting on every vulnerability detected, remediated, and verified across your SDLC. Map directly to SOC 2, NIST SSDF, and ISO 27001 controls without manual evidence collection. Every AI-assisted code change is tracked and attributable.
See how Symbiotic catches vulnerabilities in AI-generated code -- live, in your IDE, in under five minutes.
