OFFENSE
AI red team
Jailbreaks, prompt injection, tool abuse, data exfil through RAG. We attack the agent the way a motivated operator would — then hand you the path, not a vibe.
AI-NATIVE CYBER DEFENCE · UNITED KINGDOM
Prompt injection. Agent jailbreaks. Model theft. Deepfake BEC. We red-team the machines, harden the estate, and leave an audit trail a board can actually read.
01 · THE EDGE
Classic cyber still matters. ISO still matters. The new kill chain runs through agents, tools, and context windows. We work that layer — then wire it back into the estate you already run.
OFFENSE
Jailbreaks, prompt injection, tool abuse, data exfil through RAG. We attack the agent the way a motivated operator would — then hand you the path, not a vibe.
DEFENSE
Guardrails, tool firewalls, human-in-command, anomaly on the tool-call stream. Incident response that treats a model as both weapon and sensor.
COMPLY
ISO 27001, GDPR, audit trails for agent actions. Controls mapped to how you actually run AI — not a policy nobody can enforce at 2am.
02 · STILL THE ESTATE
The AI edge sits on a boring, lethal foundation. We still do the work that keeps the lights on.
Risk, vulnerability, AWS Well-Architected. Ranked findings. No 200-page PDF for the shelf.
Architecture, ISMS, secure SDLC (OWASP / NIST SSDF), CSA STAR for SaaS that has to prove it.
Incident response, BCDR, phishing that lands on staff who already ignore the obvious mail.
ISO 27001 through to certification. Scoped to the organisation, not a template ISMS.
03 · SISTER FIRM
Product and agent engineering ships as MUCRIV. Same founder. Different cut. CYBERDS holds the line.
MUCRIV.COM
AI products in weeks. Agents inside the company. The security layer they will require.
Enter MUCRIV →