# Bishop Fox Canonical page: https://aiteamrecord.com/company/bishop-fox/ > Human-led penetration testing and red teaming for AI applications, LLM workflows and supporting infrastructure. ## What this provider does Bishop Fox describes AI and LLM security assessments that combine hands-on testing of model behavior, applications, APIs and cloud infrastructure with scoped red-team work. Its service page distinguishes penetration testing, architecture review and adversary simulation. A named Ventrilo.ai case describes a pre-launch application and exploratory AI/ML assessment, prioritized findings and a technical handoff. These are provider-hosted claims; neither a universal engagement package nor independently verified security outcome is inferred. ### Choose the security question first Bishop Fox presents AI and LLM security testing as a set of related but distinct engagements. Application penetration testing probes the running AI layer alongside web and API infrastructure. A GenAI architecture review examines design, policy, controls and deployment choices without necessarily trying to exploit them. AI-focused red teaming instead simulates a multistep adversary pursuing an objective across the environment. The official service page says these methods may be delivered separately or combined. This separation helps a buyer avoid treating a penetration test as a blanket certification. The team describes threats such as prompt injection, model extraction, data poisoning, exposed secrets and overprivileged access. Which of these matter depends on the system actually deployed, the permitted test surface and whether the buyer needs behavior testing, infrastructure testing or both. Sources: [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### Testing the model and its surroundings The service description covers hands-on exploitation of LLM endpoints and surrounding applications, including jailbreaks, context leakage, secrets extraction and traditional web or API weaknesses. Cloud assessment looks at access and data exposure as well as infrastructure design. For deeper readiness work, the company describes AI-focused red-team scenarios spanning pipeline access, model artifacts and response procedures. These are options described by the provider, not proof that every engagement includes all three tracks. Its FAQ outlines a practical sequence: scope the models, agents and integrations; combine automated and human-led testing; validate findings that cross layers; then report prioritized remediation. It says production disruption is managed through advance coordination and, where available, staging or test environments. A buyer should agree on authorization, rate limits and the point at which testing stops. Sources: [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### A named pre-launch example and handoff A Bishop Fox-hosted story says Ventrilo.ai, an AI writing-assistant developer, commissioned application penetration testing and an exploratory AI/ML assessment before launch. The stated goals included prompt-injection exposure, input and output handling, authentication, session management and sensitive-data disclosure. The story says the team delivered prioritized findings and a technical handoff meeting with Ventrilo engineers. The case includes a named customer quote but remains a provider-hosted account; it does not independently prove that the product became secure or that another buyer will receive the same scope. The general service page says an assessment commonly ends with findings, exploitation paths, business impact, remediation guidance, a walkthrough and possible retesting. Ask which outputs and retest window are included in a specific proposal. Sources: [Bishop Fox — Ventrilo.ai security customer story](https://bishopfox.com/resources/ventrilo-ai-security-customer-story); [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### Buyer fit Teams developing or operating AI applications that need authorized security testing across model behavior, application logic, permissions and infrastructure. Scope a test environment, asset boundaries, evidence handling, findings format, remediation owner and retest before purchasing; the reviewed pages do not establish price or guaranteed results. ## Services and focus - Provider type: AI consultancy - Delivery mode: AI Security Assessment - Tasks: [Assess AI system security](https://aiteamrecord.com/tasks/assess-ai-system-security/) - Industries: [Cybersecurity](https://aiteamrecord.com/industries/cybersecurity/) ## Claims and sources A listing is not an endorsement or a guarantee of delivery. Provider-reported statements are not independent verification. Not stated means unknown, not absent. Source review dates are distinct from independent verification dates. Owner claim status concerns profile control, not service delivery. ### AI/LLM testing scope Statement: Describes assessment of LLM workflows, application and API infrastructure, cloud risks and AI-focused adversary operations, tailored to engagement scope. Status: Provider-reported - Source: [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### Scoping and testing Statement: Describes scoping and threat modeling, automated and human-led testing, validation of cross-layer findings, prioritized reporting and remediation guidance. Status: Provider-reported - Source: [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### Distinct engagement types Statement: Separates architecture review, active AI penetration testing and red-team simulation rather than treating them as interchangeable. Status: Provider-reported - Source: [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) ### Ventrilo.ai example Statement: Provider-hosted case says an AI writing-assistant team commissioned application penetration testing and exploratory AI/ML assessment before launch, with prioritized findings and technical handoff. Status: Provider-reported - Source: [Bishop Fox — Ventrilo.ai security customer story](https://bishopfox.com/resources/ventrilo-ai-security-customer-story) ## Service details - Service coverage: Not stated - Headquarters: Not stated - Languages: Not stated - Pricing: Not stated - Official website: [Bishop Fox](https://bishopfox.com/) ## Profile sources and updates This profile has not been independently verified. Sources last reviewed: 2026-10-11 Content last updated: 2026-10-11T11:14:15.986Z Owner claim status: Not claimed ### Original sources - [Bishop Fox — AI/LLM security assessment](https://bishopfox.com/services/penetration-testing-services/ai-llm-security-assessment) — Provider source; checked 2026-10-11 - [Bishop Fox — Ventrilo.ai security customer story](https://bishopfox.com/resources/ventrilo-ai-security-customer-story) — Provider source; checked 2026-10-11 - [Bishop Fox — official website](https://bishopfox.com/) — Provider source; checked 2026-10-11 Corrections: https://aiteamrecord.com/correction?provider=bishop-fox Interpretation guide: https://aiteamrecord.com/methodology.md