AI/LLM application assessment
Test agreed prompt-injection, data-exposure and workflow-abuse scenarios alongside conventional application permissions and input handling.
AI applications & secure AI development
Put real boundaries around AI data and actions.
An AI feature may read sensitive information or invoke tools with more authority than its user. Review the application, credentials and control enforcement around the model.
A defined project or part of your fractional application security engagement · Build & deliver
What we can do
Practical services.
A scope you can understand.
Choose the work that addresses your product and priorities. The agreed scope defines depth, access and deliverables.
Agent & MCP integration review
Review tool access, delegated identities, permissions, approval paths and untrusted context. Help implement limits at the action boundary.
RAG & data-isolation review
Trace ingestion, retrieval and output paths. Check whether tenant and document permissions remain enforced before information reaches the model or user.
AI-generated code review
Review adopted changes for security-sensitive business logic, authorization and unsafe dependencies. Keep normal review and release controls effective.
Coding-agent access & workflow controls
Scope repository, terminal, cloud and tool permissions for development agents. Implement review, check and approval requirements for sensitive actions.
Security evaluations & guardrail engineering
Create versioned abuse cases and test proposed mitigations. Track the model, configuration, tool permissions and remaining limitations.
What you receive
Work you can review.
Evidence you can use.
Deliverables are selected and agreed for your engagement.
- AI data and tool-authority map
- Reproducible application-specific abuse cases
- Reviewable control and workflow changes
- Evaluation results with tested conditions
An illustrative engagement
How the work connects.
This example explains the approach; it is not a customer case study.
What needs attention
A support assistant can retrieve customer documents and update account settings through connected tools.
What we do together
Trace tenant permissions and delegated credentials, test malicious context and unauthorized actions, then enforce access and approvals outside model instructions.
What you can inspect
Denied cross-tenant retrieval and unauthorized tool calls under the agreed test scenarios.
Connected work
Bring in the other pieces
when you need them.
Requirements & secure design
Threat models, architecture reviews and security rules engineers can implement.
View services & deliverablesApplication assessments & penetration testing
Scoped web, API and mobile testing with practical fixes and retesting.
View services & deliverablesSoftware supply chain & delivery security
Protect workspaces, SCM, CI/CD, packages, registries and release integrity.
View services & deliverablesExpertise without a full-time hire
Tell us what needs attention in your product.
Tell us about your product, what needs attention and any deadline. We’ll agree a useful starting scope and the right level of support.