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Manage AI/ML Business Risks and Thrive with Trustworthy AI

Published: | IDC | 13 Pages | Delivery time: 1-2 business days


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Manage AI/ML Business Risks and Thrive with Trustworthy AI
Published: September 20, 2021
Content info: 13 Pages
Delivery time: 1-2 business days
  • Description
  • Table of Contents

This IDC Perspective covers AI/ML business risks and potential negative business impact if not mitigated appropriately. It provides an AI governance framework for building and deploying trustworthy and ethical AI. The document reviews the foundational elements of trust and accountability. It also includes an overview of the major technology offerings to help build and run fair, explainable, secure, safe, and transparent AI, and it provides actionable guidance to technology buyers to embrace AI while safeguarding exposure to unintended negative outcomes."The rapid rise of digital transformation has pushed AI to the top of the corporate agenda. Trustworthy AI is the only way to manage AI/ML business risks. Now is the time for organizations to evaluate their existing practices or create new ones to build technology and use data and be prepared for future regulation responsibly and ethically. Future payoffs will give early adopters sustainable, competitive advantage." - Ritu Jyoti, group vice president, AI and Automation Research at IDC

Product Code: US48235521

Executive Snapshot

Situation Overview

  • AI Governance
  • Ethical AI
  • Trustworthy AI
    • Fairness
    • Explainability
    • Robustness
      • Safety
      • Security and Privacy
    • Lineage
    • Transparency
  • Validate, Monitor, and Analyze
  • Accountability - Roles and Responsibilities
  • Technology Supplier/Offering Examples
  • Industry Learnings

Advice for the Technology Buyer

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  • Related Research
  • Synopsis