Overview

An agent with tools is a new trust boundary. The model reads untrusted text and then decides to act, which means prompt injection is not a content problem but an authorization problem.

We architect these systems and we red-team them, including the ones our clients built themselves.

What is covered

• RAG and agent architecture

• LLM red teaming

• Prompt-injection testing against real tool access

• Evals

• Guardrails

• Model governance

How it runs

Five stages: Scope, Recon, Exploit, Report, Retest. Anything critical is reported within the hour it is confirmed. The retest is included.

What you get

• Injection paths demonstrated against the real tool surface

• Guardrails tested, not assumed

• Evals you can keep running after we leave

• A retest once the fixes land