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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UnitedHealth

UnitedHealth (via UnitedHealthcare/Optum) deploys AI applications at scale across consumer and operational workflows, including AI-enabled member-facing features and internal tools. It also develops specialised healthcare AI systems, including patented AI image processing and internal ML/LLM solutions through dedicated platform teams.

We reviewed 9 public documents from UnitedHealth and found it acknowledges 2 of 24 AI risks: discrimination and weapons & cyberattacks.

Sector: Finance and Insurance

Roles: AI deployer

AI risks UnitedHealth acknowledges

  • Discrimination: “proactively assessing the performance of our AI solutions for potential bias and disparate impact on vulnerable groups” (UnitedHealth Group 2024 Sustainability Report - Our Mission in Action)
  • Weapons & cyberattacks: “the techniques used to obtain unauthorized access, disable or degrade service, or sabotage systems change frequently and are increasing in sophistication, in part due to use of evolving AI/ML technologies (including generative AI), and ... we may be unable to anticipate these techniques and threats” (UnitedHealth Annual Report 2024 Form-10-K)

Documents we reviewed