Evidence-led testing workflows
Organise test results and supporting material so a reviewer can examine a finding, understand its limits and track the next action.
AI Engineering for Security
We build and assess AI-enabled security workflows with evidence at their centre. The work includes agent and tool security, identity and access intelligence, and reviewable findings for security teams.
Prepared for Review
Help Analysts Investigate and Verify
Security work needs clear scope, reproducible evidence and accountable decisions about what to fix.
Agent and tool security
Review the permissions, input boundaries and tool behaviours of AI systems. Test how the workflow handles requests beyond its intended role.
Identity and access intelligence
Bring approved identity and access information into a reviewable view. Support investigation and review without granting the AI unrestricted administrative access.
Example Workflow
From a Signal to a Reviewed Finding
Bring test signals, supporting evidence and analyst decisions into one reviewable workflow.
Gather the signal
Collect results from the approved test or data source.
Attach evidence
Keep the supporting steps and records with the finding.
Review the meaning
An analyst checks validity, scope and practical significance.
Track the response
Record remediation work and the result of retesting.
Keep Testing Within Its Authorised Scope
Access, targets and permitted actions are agreed before testing. Findings need evidence and human review; neither a clean run nor a generated report establishes that a system has no remaining risk.
Systems and demonstrations
Explore the workflow, the controls and the decisions people retain.
Security engineering
AI Security Testing
Authorised assessments test chatbots, copilots, retrieval systems and agents against their actual exposure. Potential findings are validated and mapped to relevant security frameworks within the agreed scope.
Agree the surface
Define the targets, permitted actions, data handling and available deployment or pipeline environment.
Test and validate
Exercise the controls and check reproducible evidence behind potential findings.
Report and retest
Provide an executive report, developer-ready findings, control evidence and a remediation plan, with retesting where scoped.
Controls and responsibility
Work stays within authorised targets and actions. Data handling is agreed before model calls, including on-premise arrangements where required. Findings can reference OWASP LLM Top 10, MITRE ATLAS and NIST AI RMF; requirement mapping is not certification.
Security engineering
Agent Tool and Skill Security
Permissions and tool boundaries constrain what untrusted input can cause. The engineering covers declared access, controlled skill versions, connection gates and confirmation around sensitive actions.
Declare and enforce
Tools declare their required permissions, which are checked before execution. Undeclared connections are blocked.
Control changes
Approved skill versions are signed and locked so changes can be detected. Pipeline checks apply the agreed release gates.
Review sensitive actions
Dry runs or confirmation support review before sensitive execution, with an audit record available to the team.
Controls and responsibility
The boundary limits what a tool can do with input. A text safety check cannot grant permission to execute an undeclared action. Deployment and on-premise review arrangements are scoped with the customer.
Questions About the Work
Is this an autonomous security operator?
The scope described here supports security work with controlled workflows and human review. Unrestricted testing or remediation is not implied.
Can findings be checked by our analysts?
Yes. The workflow is designed to retain supporting evidence and the information needed to review a finding and its limitations.
Can this connect to our existing security tools?
We review the available interfaces, permissions and data first. Connections and actions are limited to the agreed security workflow.
Tell Us What You Want to Build
Bring a workflow, a requirement or a problem your team wants to solve.