AI Security
AI Governance
Track your organization's AI security maturity across three pillars: Protect, Utilize, and Govern.
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AI Security Maturity Stage
SANS AI Security Maturity Model1Unaware
2ReactiveYOU
3Defined
4Managed
5Optimizing
Stage 2: Reactive
AI security is addressed on an ad-hoc basis. Incidents prompt responses but no systematic approach is in place.
Next Steps to Stage 3 — Defined
3 actions1
Establish AI tool approval processcritical
Define a lightweight approval workflow for new AI tools before they enter your environment.
GovernLow effort
2
Inventory all AI tools in usehigh
Catalog every AI tool currently in use, including shadow IT. Start with engineering and product teams.
GovernLow effort
3
Apply data classification to AI inputshigh
Ensure sensitive data categories are not sent to external AI models without explicit approval.
ProtectMedium effort
AI Tool Inventory
View all →Approved5
Under Review4
Shadow IT3
Active Policies
3 policiesAI Tool Acceptable Use Policy
governactive
AI Data Handling Guidelines
protectdraft
AI Model Output Review Process
utilizedraft