How we work

A method, not a prompt pack.

Automated sweepers for known jailbreak families, then human-led chaining across model, agent, application, and infrastructure. Nothing ships unvalidated.

Scope & threat model

Models, agents, tools, data stores, tenants, and the questions the board actually cares about. Rules of engagement before a single payload is sent.

Surface mapping

System prompts, tool schemas, retrieval sources, identity boundaries, and inference infrastructure.

Adversarial testing

Language-layer attacks, indirect injection through retrieved content, tool-use abuse, data-plane isolation, and classic application faults in the glue.

Chain & impact

A jailbreak is not a finding. A jailbreak that exfiltrates another tenant’s context or triggers a privileged tool is.

Validate & report

Reproduced, classified, written twice: once for the engineer, once for the executive. Mapped to OWASP LLM, OWASP Agentic, and MITRE ATLAS.

Retest

Fixes verified in a defined window. Continuous retainers keep the library current as you ship.

Alignment

Frameworks we test against

OWASP LLM Top 10

Injection, disclosure, supply chain, agency, unbounded consumption.

OWASP Agentic

Goal hijacking, tool misuse, privilege abuse, identity confusion.

MITRE ATLAS

Adversarial ML tactics from reconnaissance to impact.

NIST AI RMF · ISO 42001

Evidence that governance is more than a policy PDF.

Deliverables

What you hold at the end.