# NCC Group Canonical page: https://aiteamrecord.com/company/ncc-group/ > Human AI/ML security assessments within a broader technical assurance practice. ## What this provider does NCC Group advertises AI/ML security assessments performed by its experts, including threat modeling, design and architecture review, bias and toxicity evaluation, and secure development lifecycle testing. Its penetration-testing page describes tailored findings and strategic recommendations, while its AI security campaign separates assessment, development, implementation and ongoing education. The profile covers assessment services, not its AI-assisted network testing tools or a general managed-security subscription. Engagement scope, price and actual delivery outcomes need confirmation. ### AI systems as an assessment target NCC Group positions AI/ML security within its wider human technical-assurance work. Its AI campaign lists readiness review, threat modeling, bias and toxicity assessment, and testing of secure development lifecycle processes. The campaign says threat modeling examines design and architecture decisions, risk profiles and vulnerabilities in an AI/ML-integrated environment. This is a service aimed at systems a buyer is developing or deploying, distinct from using AI to speed an ordinary network penetration test. The penetration-testing page separately names Artificial Intelligence Testing: AI/ML experts identify weaknesses, tailor assessments and offer strategic recommendations. Those descriptions support a specialist assessment service but not a fixed bundle of all listed tests. A buyer should state which model, application, data flow and production pipeline are in scope before treating a broad AI security menu as a proposal. Sources: [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/); [NCC Group — Penetration Testing Services](https://www.nccgroup.com/penetration-testing-services/) ### From design review to test findings The AI campaign describes an assessment path from readiness and governance review through threat modeling, model bias/toxicity checks and secure-development pipeline testing. NCC Group says it can examine design choices and the security posture of integrated AI systems. A separate research article explains why model behavior needs to be assessed in the context of the surrounding application architecture and unexpected connections to data sources. For a deployed assistant or predictive system, the practical questions are which inputs and interfaces testers may use, whether the exercise includes an exploit simulation or only design review, and how safety measures will be evaluated. The official material does not publish one universal methodology, report severity scale or guaranteed retest package for every AI engagement. Sources: [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/); [NCC Group — AI and Cyber Security](https://www.nccgroup.com/ai-and-cyber-security-new-vulnerabilities-cisos-must-address/) ### Handover and commercial boundaries NCC Group says its penetration tests produce clear reports with actionable findings and can integrate results into a client vulnerability-management system. Its AI campaign also discusses implementation of security measures and training as separate stages of the adoption journey. A buyer should confirm whether the proposed work ends with findings, includes remediation assistance, or includes later validation of fixes. The technical-assurance page advertises global delivery and several engagement models, but it does not establish the availability of a particular AI specialist in every location. The reviewed pages do not state a standard AI assessment fee, minimum project size or independently verified customer outcome. These points should be made explicit in a statement of work. Sources: [NCC Group — Penetration Testing Services](https://www.nccgroup.com/penetration-testing-services/); [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/); [NCC Group — Technical Assurance Services](https://www.nccgroup.com/technical-assurance/) ### Buyer fit Organizations adopting or operating AI/ML systems that need human security review of architecture, model behavior or the development pipeline. Define the system boundary, testing access, bias/safety criteria, report format and remediation ownership. The reviewed material does not establish that every listed test, regulatory analysis or follow-up is included in one engagement, nor does it publish a standard fee. ## 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/ML security assessment Statement: NCC Group lists AI readiness, AI/ML threat modeling, bias and toxicity evaluation, and secure development lifecycle testing as assessment services. Status: Provider-reported - Source: [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/) ### Expert-led testing and recommendations Statement: Its penetration-testing page says AI/ML experts identify security weaknesses, tailor assessments, integrate findings into client systems and provide strategic recommendations. Status: Provider-reported - Source: [NCC Group — Penetration Testing Services](https://www.nccgroup.com/penetration-testing-services/) ### System-level AI risk review Statement: NCC Group describes reviewing design decisions, risk profiles and AI/ML-integrated environments, including models within their broader application architecture. Status: Provider-reported - Source: [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/) - Source: [NCC Group — AI and Cyber Security](https://www.nccgroup.com/ai-and-cyber-security-new-vulnerabilities-cisos-must-address/) ### Assessment reporting Statement: The provider says penetration-test reports give actionable assessment findings and can be integrated into client vulnerability-management workflows. Status: Provider-reported - Source: [NCC Group — Penetration Testing Services](https://www.nccgroup.com/penetration-testing-services/) ## Service details - Service coverage: NCC Group describes global technical assurance delivery; confirm availability and team location for a specific AI assessment. - Headquarters: Not stated - Languages: Not stated - Pricing: Not stated - Official website: [NCC Group](https://www.nccgroup.com/) - Official contact: [Contact this provider](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/) ## Profile sources and updates This profile has not been independently verified. Sources last reviewed: 2026-10-17 Content last updated: 2026-10-17T11:20:25.355Z Owner claim status: Not claimed ### Original sources - [NCC Group — Build Cyber Resilience in the Age of AI](https://www.nccgroup.com/campaign/build-cyber-resilience-in-the-age-of-artificial-intelligence-ai/) — Provider source; checked 2026-10-17 - [NCC Group — Penetration Testing Services](https://www.nccgroup.com/penetration-testing-services/) — Provider source; checked 2026-10-17 - [NCC Group — AI and Cyber Security](https://www.nccgroup.com/ai-and-cyber-security-new-vulnerabilities-cisos-must-address/) — Provider source; checked 2026-10-17 - [NCC Group — Technical Assurance Services](https://www.nccgroup.com/technical-assurance/) — Provider source; checked 2026-10-17 Corrections: https://aiteamrecord.com/correction?provider=ncc-group Interpretation guide: https://aiteamrecord.com/methodology.md