Gartner Research

Evaluate Four Key Areas for Machine Learning in Supply Chain Planning

Published: 16 May 2018

ID: G00341312

Analyst(s): Tim Payne

Summary

The type and method by which planners make supply chain planning decisions is set to drastically change with the advent of digital supply chains and the application of machine learning. Supply chain leaders responsible for supply chain solutions can start their journey by evaluating early use cases.

Table Of Contents
  • Key Challenges

Introduction

Analysis

  • Dimension 1: Evaluate Opportunities to Use Machine Learning to Improve Situation Awareness
  • Dimension 2: Evaluate Opportunities to Use Machine Learning to Improve the Quality of the Supply Chain Model Data
  • Dimension 3: Evaluate Opportunities to Use Machine Learning to Improve Choice of Decision Methodology
  • Dimension 4: Evaluate Opportunities to Use Machine Learning to Learn From the Decision Taken
  • An Example of All Four Dimensions In Action

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?

Become a client