Eight AI Risk Domains
CCF evaluates AI risk across eight enterprise dimensions — far beyond tool usage policies.
AI as the Enterprise Nervous System
AI tools now permeate every business function — from HR to finance to security operations. CCF evaluates AI not as an isolated tool, but as a distributed system affecting the entire enterprise anatomy.
Data Exposure Through AI Workflows
Employees using AI tools often expose sensitive data without awareness. CCF assesses data flow through AI systems, vendor data retention policies, and inadvertent data leakage pathways.
Model Governance & Auditability
AI models must be inventoried, governed, and auditable. CCF evaluates model documentation, version control, bias assessment, and explainability requirements.
Human Oversight of Autonomous Agents
As AI agents gain autonomy in security operations and business workflows, CCF assesses human oversight mechanisms, kill switches, and escalation protocols.
Vendor AI Risk Review
Third-party vendors increasingly embed AI into their products. CCF evaluates vendor AI governance, data handling practices, and contractual protections.
AI in Security Operations
AI-assisted SOC operations accelerate detection and response — but introduce new risks. CCF evaluates AI SOC maturity, false positive rates, and human-AI collaboration models.
Prompt & Interface Risk
Prompt injection, jailbreaking, and interface manipulation represent emerging AI attack vectors. CCF includes evaluation of AI system hardening and input validation controls.
Ethical & Responsible AI Use
CCF includes governance assessment of AI ethics policies, acceptable use frameworks, bias mitigation, and diversity considerations in AI system design.
Eight Dimensions of AI Governance Readiness
Available AI Governance Engagements
A rapid 2-hour workshop and questionnaire producing an AI governance maturity score and top recommendations.
A comprehensive evaluation of AI exposure, governance maturity, vendor risk, and autonomous workflow oversight.
Advisory support for building an enterprise AI governance framework aligned with CCF methodology.