조직의 AI 거버넌스 접근 방식

This IDC Perspective explores the complexities of establishing AI governance within organizations, highlighting the critical need for a unified governance model. It discusses the challenges of fragmented governance, skill shortages, and reactive approaches, while explaining the importance of integrating governance with strategy. The document outlines IDC's unified AI governance framework, which includes technical, ethical, and compliance elements, and stresses the significance of external factors, organizational culture, and sustainability in achieving responsible AI outcomes."AI governance isn't dull; it's a strategic necessity. Fail to govern, and your AI could turn into a liability faster than you think." - Group Vice President Duncan Brown, IDC EMEA

Executive Snapshot

Situation Overview

• Overview
  • Governance Is Strategy
  • AI Governance Can Be Interesting - But Hopefully Not Too Interesting
  • AI Governance Is Hard
• A Unified Framework for AI Governance
  • External Factors
  • Strategy and Oversight
  • Organization and Culture
  • Governance Processes
    • Assess
    • Operate
    • Monitor
  • AI Architectural Elements
  • Data
  • AI Platforms
  • Applications
  • Infrastructure
  • Responsible AI as an Outcome
  • Do Not Forget Sustainability

Advice for the Technology Buyer

• Align Governance with Strategy
• Navigate Toward a Unified AI Governance Model
• Do Not Forget People and Culture

Learn More

• Related Research
• Synopsis