AI-Powered AppSec Intelligence

Stop chasing CVEs.
Start fixing exploitable ones.

VulnIQ analyzes your codebase to determine whether CVEs are actually exploitable in your environment — not just whether the vulnerable package exists.

Request Early Access How It Works
vulniq — analysis complete
$ vulniq scan --repo ./my-app --branch main
Fetching CVEs from GitHub Advisory Database...
Analyzing codebase context with AI...

CVE-2024-38476 CRITICAL — log4j-core 2.14.1
  → Exploitable: YES — jndi lookup path reachable via /api/search

CVE-2024-29025 HIGH   — netty-codec 4.1.86
  → Exploitable: NO  — affected handler not instantiated in this build

CVE-2023-44487 HIGH   — http2 rapid reset
  → Exploitable: NO  — HTTP/2 not enabled in server config

✓ 1 of 3 CVEs require immediate action. 2 false positives eliminated.

CVE noise is breaking your security team

Security teams spend more time triaging false positives than fixing real vulnerabilities.

29,000+
CVEs published in 2023 alone
~70%
of flagged CVEs are not exploitable in context
Weeks
lost per team per year to manual triage

Traditional SCA tools tell you a vulnerable package is present. They don't tell you whether your code actually calls the vulnerable function, whether the attack vector is reachable from your entry points, or whether your configuration neutralizes the risk.

VulnIQ does.

Context-aware CVE analysis

VulnIQ connects to your repositories and uses AI to reason about exploitability — not just presence.

STEP 01

Connect Your Repo

VulnIQ integrates with GitHub to pull your codebase and dependency manifest. Choose your LLM backend — on-prem for full data sovereignty, or cloud for maximum depth.

STEP 02

Ingest CVE Feed

Continuously pulls from GitHub Advisory Database, NVD, and OSV. Always current, always correlated to your stack.

STEP 03

AI Context Analysis

AI reasons over your actual code — call graphs, configuration, entry points — to determine real exploitability.

STEP 04

Prioritized Results

Get a ranked list of CVEs that actually matter, with plain-English explanations and suggested remediations.

Built for enterprise security teams

Everything you need to cut through the noise and focus on what matters.

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Codebase-Aware Triage

Understand exploitability in the context of your actual code, not just the vulnerable package version.

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Bring Your Own LLM

Run analysis on-prem with a local model (Ollama, Llama 3, CodeLlama) for full data sovereignty, or connect a cloud model for maximum reasoning depth. You choose the trade-off.

CI/CD Integration

Block exploitable CVEs at the PR stage. Catch vulnerabilities before they reach production.

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Risk Scoring

Every CVE scored by real-world exploitability, not just CVSS. Prioritize fixes by actual business risk.

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Multi-Repo Dashboard

Track vulnerability posture across your entire codebase portfolio in one place.

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Audit-Ready Reports

Generate compliance and audit documentation automatically. SOC 2, PCI, NIST-ready exports.

Be first in line

VulnIQ is in private early access. Join the waitlist and we'll reach out when we're ready for you.