AI Assessment
AI has moved beyond isolated chat tools. Agents, coding assistants, browser extensions, MCP servers, plugins, local AI tools, connected applications, and autonomous workflows can now access data, identities, tools, and business systems at scale. Many organizations have adopted these capabilities faster than they have secured them, allowing shadow AI, excessive permissions, unsafe connections, and governance gaps to develop outside normal oversight.
Qualytrix AI risk assessment services help organizations establish visibility into this expanding exposure. We assess shadow AI, agent and tool usage, data access, identity and permission risk, third party AI, MCP and plugin connections, connected workflows, and governance gaps, subject to the scope and limitations of each engagement. From a complimentary AI Exposure Snapshot through evidence based assessment and ongoing advisory, engagements align to frameworks such as the NIST AI RMF, ISO/IEC 42001, and MITRE ATLAS. The result is a practical roadmap for stronger governance, better control design, and more responsible AI adoption.
AI Risk Assessment Services
Get ahead of frontier AI risk. Assessments designed to help surface shadow AI, agent and connected tool exposure, data exposure, identity risk, and governance gaps across your environment
AI Exposure Snapshot
AI risk often appears before leadership has full visibility. Employees may adopt public AI tools, SaaS platforms may add embedded AI features, and AI agents, MCP servers, plugins, coding assistants, browser extensions, local AI tools, and connected workflows may access data, identities, tools, and business systems outside normal oversight. The AI Exposure Snapshot is a complimentary baseline designed to help your organization quickly understand where AI exposure may exist, with no technical testing or system access required. Through a limited workshop, Qualytrix evaluates governance, shadow AI, data exposure, identity and agent risk, third party AI, connected tool exposure, and security readiness. You receive a clear scorecard, top risk observations, peer comparison, and recommended next steps.
AI Risk & Governance Assessment
AI adoption often outpaces the controls needed to govern it. As agents, tools, connected workflows, and third party AI gain access to data, identities, and business systems, unclear ownership, excessive permissions, and exposed credentials can create risk before leaders know where to act. The AI Risk & Governance Assessment provides that evidence. Through stakeholder interviews, policy and artifact review, control evaluation, and discovery of AI agents, tools, workflows, vendors, identities, permissions, credentials, and data access, Qualytrix identifies control gaps and priorities. Findings are aligned to NIST AI RMF, ISO/IEC 42001, and MITRE ATLAS, then delivered as a scored risk register, heat map, executive report, and prioritized roadmap.
Frontier AI Defense Blueprint
AI risk does not wait for policy updates or long term architecture plans. As agents, connected tools, and autonomous workflows gain access to data, identities, and business systems, gaps in control design can become reachable exposure. The Frontier AI Defense Blueprint converts assessment findings into a deployment ready defense plan. Qualytrix benchmarks current capabilities, identifies missing controls, and defines the architecture required to contain AI risk across identities, tool access, data protections, approval gates, monitoring, logging, and response. The result is a prioritized blueprint for what to build, what to deploy first, who owns each action, and how to reduce exposure before it becomes an operational incident.
AI Governance Advisory Program
AI governance cannot remain static while new tools, agents, vendors, and business use cases appear. The AI Governance Advisory Program helps your organization maintain clear ownership, decision boundaries, and approval gates as AI adoption expands. Qualytrix supports your AI governance committee, maintains acceptable use and data handling policies, reviews emerging AI tools and vendors, manages a living risk register, and tracks remediation progress. The program also supports action logging, recurring control reviews, and validation of remediation progress over time. You receive advisory summaries, executive reporting, governance artifacts, and roadmap updates that help sustain responsible AI adoption, subject to engagement scope and limitations.
