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Tackling AI Governance in Your Organization

Publisher IDC
Published Nov 04, 2024
Length 10 Pages
SKU # IDC19311979

Description

Tackling AI Governance in Your Organization


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

Table of Contents

10 Pages

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

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