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Market Research Report

Mitigate AI/ML Risks with Trustworthy, Ethical, and Governed AI

Published by IDC Product code 921019
Published Content info 12 Pages
Delivery time: 1-2 business days
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Mitigate AI/ML Risks with Trustworthy, Ethical, and Governed AI
Published: January 10, 2020 Content info: 12 Pages
Description

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. However, as we accelerate into the mainstream, organizations will need to build trustworthy and ethical AI to realize AI/ML at scale and enjoy sustainable competitive advantage," says Ritu Jyoti, program vice president, Artificial Intelligence Strategies at IDC.

Table of Contents
Product Code: US45792719

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

Learn More

  • Related Research
  • Synopsis
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