Company AI Risk Explorer
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Welcome to the Company AI Risk Explorer

This tool maps what large global companies say in public about AI risk. We reviewed public documents from roughly 200 of the world's largest companies. We coded every risk they acknowledge against the AI Risk Repository taxonomy.

Filter by company, sector, AI role, or risk. Compare what companies acknowledge against expert ratings of severity, sector vulnerability, and role responsibility.

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Companies × risks

Caterpillar

Caterpillar deploys ML and GenAI into dealer and customer workflows for predictive maintenance and recommendations, and deploys autonomous mining systems with perception capabilities. It also develops specialised ML-driven equipment failure models and application-specific autonomy software.

We reviewed 1 public document from Caterpillar and found it acknowledges none of the 24 AI risks we looked for.

Sector: Agriculture, Mining, Construction and Manufacturing; Other Agriculture, Mining, Construction and Manufacturing

Roles: AI deployer; Specialized AI developer

Documents we reviewed