One deterministic defender. One learning attacker. No hand-waving.
We do not oversell agents. The defender is a single deterministic control loop, reproducible and explainable. The only learning component is the adversarial red-team. That clarity is the point. It is what survives a security review.
A single deterministic control loop
Discover, assess, decide, act. Every tick. No swarm of opaque agents negotiating with each other, and no LLM improvising in production. The same inputs always produce the same decision, and every decision lands in the audit trail with its reasoning.
- Reproducible. Replay any decision from its inputs.
- Explainable. Every move has a recorded why.
- Frozen and regression-gated. The core cannot drift.
One adversarial red-team, and nothing else learns
The reinforcement-learning red-team exists to break the defender before a real adversary does. It is strictly excluded from the decision path and human-gated. Findings become fixes only through review, each closed as an auditable, re-verified change.
- Attacks the live defender continuously.
- Two real structural weaknesses found and fixed.
- Zero influence on production decisions.
Clarity is a security feature.
When your security team reviews Phorvex, there is exactly one decision-maker to audit, one learning system to sandbox, and one boundary between them to verify. That is an afternoon of review, not a quarter.
Put it in front of your security team.
We built Phorvex to survive that meeting. Request the security brief and see for yourself.