Service

Adversarial Evaluation

Adversarial testing for frontier models, agentic systems, and deployment workflows.

What we do

Scope

We design and execute targeted tests for misuse pathways, safety bypasses, autonomy escalation, and operational edge cases. Engagements combine prompt-level testing, tool-augmented evaluation, workflow review, and escalation-path analysis.

Deliverables

  • Threat model and test plan
  • Annotated findings with severity and confidence
  • Reproducible test artifacts and evidence logs
  • Mitigation priorities mapped to controls

Engagement structure

When to engage us

You are preparing a high-impact deployment

Independent testing can identify failure modes before launch or external review.

You need an external check on internal safety claims

We pressure-test assumptions and turn findings into decision-ready evidence.

Agentic behavior is expanding

Tool use, memory, autonomy, and delegation require escalation-specific evaluation.

A board, regulator, or partner needs reviewable evidence

We provide clear artifacts that support oversight and remediation planning.

Related services

Organizations that engage us for red teaming often also need governance controls.

Adversarial findings become more useful when tied to decision rights, escalation triggers, and operating procedures.

Evaluation package

Threat model, test matrix, evidence log, severity-ranked mitigation backlog, and a replayable summary for technical leads.

Adversarial output package

FAQ

Yes. NDA workflows are standard and can be completed before technical details are shared.
We can work from API, product, staging, or documented workflow access depending on scope and sensitivity.
Yes. Findings include evidence logs, assumptions, severity, and reproduction guidance where safe to disclose.

Request an evaluation.

We can scope a targeted test design for your system.

Schedule consultation