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AI 공급망 회복력과 스타트업
The Role of Start Ups in AI Enabled Supply Chain Resilience
- 발행기관
- World Economic Forum
- 발행일
- 2026.09.21 · 발행처 페이지에서 확인
- 원문 언어
- 영어
- 분량
- 46쪽 · 6.7MB
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In collaboration
with Accenture
The Role of Start-Ups
in AI-Enabled Supply
Chain Resilience
I N S I G H T R E P O R T
S E P T E M B E R 2 0 2 6
Images: Adobe Stock, Getty Images
Contents
Foreword 3
Executive summary 4
Introduction 5
1 The role of AI in building resilience 6
1.1 Evolution of AI from automation tools to 7
autonomous execution
1.2 What this means for supply chain resilience 9
1.3 Why start-ups matter 12
2 State of play: start-up ecosystem mapping for AI-enabled 15
supply chain resilience
2.1 Dynamic and smart procurement 18
2.2 Agile product development and engineering 20
2.3 Integrated planning and supply chain 22
2.4 Flexible and intelligent manufacturing 25
2.5 Adaptive and fast logistics 27
2.6 Smart service and next life 30
3 A practical framework: buy, partner or build AI solutions 32
to strengthen resilience
Step 1 Define the resilience opportunity 34
Step 2 Evaluate and select the sourcing model 35
Step 3 Engage start-ups as strategic partners and 38
build the conditions for high-impact collaboration
Conclusion 40
Contributors 41
Endnotes 43
Disclaimer
This document is published by the
World Economic Forum as a contribution
to a project, insight area or interaction.
The findings, interpretations and
conclusions expressed herein are a result
of a collaborative process facilitated and
endorsed by the World Economic Forum
but whose results do not necessarily
represent the views of the World Economic
Forum, nor the entirety of its Members,
Partners or other stakeholders.
© 2026 World Economic Forum. All rights
reserved. No part of this publication may
be reproduced or transmitted in any form
or by any means, including photocopying
and recording, or by any information
storage and retrieval system.
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