AI moves fast.
Vulnerabilities
move faster.
Context-aware security testing embedded in your SDLC. Find what attackers will find — before it ships.
Aligned to
“Prompt injection remains the most critical and pervasive threat to LLM-integrated applications.”
LLM01 — #1 risk category, 2023–2024
“AI risks realized post-deployment are often significantly more costly and difficult to remediate than those identified earlier in the lifecycle.”
Govern 1.1 — Risk identification timing
“Adversarial attacks against AI systems are increasing in frequency and sophistication, targeting both model behavior and data pipelines.”
AML.T0000 series — Observed TTPs
The Platform
Security that speaks your stack
Not a scanner bolted onto your pipeline. A system that understands your architecture and generates tests that matter.
Context-Aware Generation
Test cases built from your actual model architecture, data flows, and prompt chains — not generic templates. Every probe is informed by what your system actually does.
Learn moreAutomated Execution
Runs natively in CI/CD. Probes for prompt injection, data leakage, insecure output handling, model denial-of-service, and 40+ other LLM-specific attack vectors.
Learn moreActionable Reporting
Findings mapped to OWASP LLM Top 10, NIST AI RMF, and MITRE ATLAS. Severity scoring, exploitability context, and remediation guidance — not just a list of issues.
Learn moreStandards
Built on the
frameworks that matter
Every finding is mapped to the standards your security, compliance, and legal teams already use as reference points.
Consulting
Not just tooling.
We build and review.
When your team needs embedded security expertise — from architecture design through production review.
Architecture Assessment
Review AI system design for structural vulnerabilities before you build. We map threat models to your stack.
Security Review
Deep audit of existing LLM pipelines, RAG systems, and agent architectures against current adversarial techniques.
Product Building
Embedded security expertise for teams building AI products. From design to deployment.
Get Started
Find vulnerabilities before
your users do.
A 30-minute technical demo against your actual stack. No pitch decks, no sales theater.