We attack production systems the way an adversary would, from applications and infrastructure to models and agents, then fix what breaks. Start with a secure design review, a scoped adversarial test, or a chaos drill.
We probe models, agents, pipelines, applications and binaries for the failures that evals and standard pentests miss.
The team that found the problem helps fix it, then retests the agreed changes against the original attack.
Evals test what a model says. Pentests test the application around it. Three of the five classes below sit between the two: what the model can be talked into, and what the agent is then allowed to do.
Instructions arrive inside content you already trust: a document, a page, a tool result.
Atlas surfaces: User, LLM
A persuaded model uses the real credentials it already holds.
Atlas surfaces: Agent, Tool
One component acts with the privileges of another, and nothing in the flow says no.
Atlas surfaces: Identity, MCP server
Weights, adapters, and datasets arrive with no chain of custody you can prove.
Atlas surfaces: Data path
Firmware and binaries ship behavior that no source review sees.
Atlas surfaces: Native binary
The full catalog of classes we test for is the threat register.
Adversarial testing, secure design review and chaos engineering, run by the team that then fixes what they find.
We attack applications, APIs, infrastructure, models and agents the way an adversary would, including the permission and integration failures that standard testing misses.
Surfaces this offer acts on:UserLLMAgentIdentityToolMCP serverNative binaryData path
The lightest start: your architecture and design read against a real threat model, before or after it ships.
Surfaces this offer acts on:UserAgentIdentityMCP server
Controlled fault injection in staging or production, with rollback agreed before anything runs, so you know how the system fails and recovers.
Surfaces this offer acts on:AgentToolData path
The people who broke it rebuild what failed, verified by retest.
Surfaces this offer acts on:AgentIdentityToolMCP server
We design AI infrastructure, run hardened models in our own work, and help you run yours.
Surfaces this offer acts on:LLMIdentityData path
When risk sits past source, we reverse-engineer the binary in the same engagement.
Surfaces this offer acts on:ToolNative binary
The retainer after a first engagement: closed paths re-checked every month as the system changes.
Surfaces this offer acts on:AgentIdentityToolMCP serverNative binaryData path
Every engagement leaves you the Atlas map of the system in scope.
The team that built a system is the wrong team to prove it safe. That takes an outside adversary accountable for the result.
Most first engagements are a scoped adversarial test, or a secure design review.
The surface, the rules of engagement, test windows, and data handling are agreed in writing before anything is touched.
Atlas at this step, 6 of 8 surfaces mapped
Senior operators attack the agreed targets. Every high-impact step passes a human gate.
Atlas at this step, 6 of 8 surfaces tested
Findings become changes your engineers can ship. We retest agreed fixes against the original attack and record what is closed, still open, or accepted.
Atlas at this step, 6 of 8 surfaces retested
Optional. Continuous Assurance re-checks closed findings every month and keeps the Atlas map current.
Atlas at this step, 4 of 8 surfaces retested
Outside this example's agreed scope. The steps map and test six surfaces.
A scoped adversarial test produces four artifacts, all yours to keep; a secure design review produces the report, the summary and the map. The Atlas map is machine-readable. Engagement options and how we quote are on Services; coverage, severity and the six phases are on the method page.
Every finding with the path it took, its rating, the steps to reproduce it, and the change that closes it.
What was tested, what held, and what to fix first, written for the person who approves the fix.
The record behind each finding, pinned to the run that produced it, so your team can replay it without us.
The machine-readable map of every surface in scope. You keep it, and the next engagement starts from it.
Staging before production. Seven named stop conditions that halt testing without waiting for confirmation. Short-lived, least-privilege credentials you can revoke at any moment.
A call is the first step. An adversarial test starts once its scope, rules of engagement and test windows are agreed in writing.
It helps, but it is not required. Where there is no source, we reverse-engineer the binary in the same engagement.