Defend the systems
that defend you.
We stress-test, harden, and monitor AI-powered infrastructure — from LLM agents to the threat intel that keeps them honest.
How we work
A full-spectrum AI security practice
Threat Intelligence
Live adversary tracking and model-specific attack-surface mapping, fused into a single operational picture.
AI Red Teaming
Adversarial prompting, jailbreak, and agent-abuse testing that surfaces failure modes before attackers do.
LLM & Agent Security
Guardrails, prompt-injection defense, and runtime controls for models and autonomous agents in production.
AI Compliance
EU AI Act, NIST AI RMF, and SOC 2 readiness — mapped to your model pipeline and audit trail.
A three-step path to hardened AI
Assess
A two-week deep dive across your models, agents, and data flows to map real exposure.
Harden
We deploy guardrails, red-team continuously, and close the gaps that matter most.
Monitor
Always-on detection and a standing red-team retainership keep defenses current.
Outcomes that hold under scrutiny
Guardrails, monitoring, and adversarial testing applied across your production AI.
A prioritized AI threat model, delivered from a focused two-week assessment.
A standing red-team engagement that keeps defenses current as models change.
Built by the people who break AI systems
ARYNIX is a senior-only practice of former red-teamers, ML researchers, and compliance leads. We don't sell dashboards — we ship defensible, auditable security for the AI you already run.
Ready to harden your AI?
Send a secure consultation request, or run an incident through our AI triage if something is happening right now.