AI RISK TAXONOMY · 209 SCENARIOS · 7 DOMAINS · 8 LIFECYCLE STAGES

Understand AI risk, one scenario at a time

An open knowledge base of AI risk scenarios — organized by lifecycle stage and domain, mapped to international frameworks, with concrete controls.

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209Scenarios
7Domains
8Lifecycle stages
4Severity levels

Eight-Stage Lifecycle Map

Seven Risk Domains

Severity Distribution

70
82
55
Critical7033.5%Significant8239.2%Moderate5526.3%Minor21.0%