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According to Gartner, “AI poses new trust, risk and security management requirements that conventional controls do not address. This Market Guide defines new capabilities that data and analytics leaders must have to ensure model reliability, trustworthiness and security, and presents representative vendors who implement these functions.”

Gartner states “The AI Trust, Risk and Security Management Market (AI TRiSM) comprises multiple software segments that ensure AI model; governance, trustworthiness, fairness, reliability, efficacy, security and data protection. These tools include solutions for:” 

  • Model interpretability and explainability
  • AI data protection
  • Model operations (ModelOps)
  • Data anomaly detection
  • Adversarial attack resistance.

Together, use of solutions from the five categories defined in this market guide help enterprises implement AI-specific trust, risk and security management measures.

gartner market guide AI

Gartner, Market Guide for AI Trust, Risk and Security Management, 1 September 2021, Avivah Litan, Farhan Choudhary, Jeremy D’Hoinne.

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