Gartner Research

Build AI-Specific Governance on Three Cornerstones: Trust, Transparency and Diversity

Published: 24 January 2019

ID: G00375564

Analyst(s): Frank Buytendijk , Svetlana Sicular

Summary

Enterprises need artificial-intelligence-specific governance to reduce risks and tolerate the ambiguity intrinsic to AI’s predictive nature. Data and analytics leaders must focus on trust, transparency and diversity to define AI governance in light of their aims and opportunities.

Table Of Contents
  • Key Challenges

Introduction

Analysis

  • Focus on Ensuring Trust in AI Systems to Foster AI Adoption
  • Achieve the Right Degree of Transparency to Reduce Risks and Build Confidence in AI
  • Pursue Diversity in People, Data and Algorithms to Enable Ethical and Accurate AI Outcomes

Gartner Recommended Reading

©2019 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form without Gartner’s prior written permission. It consists of the opinions of Gartner’s research organization, which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartner research may address legal and financial issues, Gartner does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by Gartner’s Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its research is produced independently by its research organization without input or influence from any third party. For further information, see Guiding Principles on Independence and Objectivity.

Already have a Gartner Account?

Purchase this Document

To purchase this document, you will need to register or sign in above

Become a client