1、Harnessing Data and Intelligence for Collective Advantage:Ending Forced Labour in Global Supply ChainsW H I T E P A P E RJ A N U A R Y 2 0 2 6Images:Adobe StockDisclaimer This document is published by the World Economic Forum as a contribution to a project,insight area or interaction.The findings,in
2、terpretations 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 E
3、conomic 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.ContentsForeword 3Executive summary 41 The problem:The vicious cycle of forced labour and
4、 data fragmentation 51.1 Persistence amid progress:The enduring nature offorced labour 51.2 The structural roots of fragmentation:Data,incentives,trust 6 and governance gaps1.3 Breaking the vicious cycle 92 The solution:The Global Data Partnership Against Forced Labour 10 as a new model for collecti
5、ve impact2.1 A system-level response to a systemic challenge 102.2 The theory of change 112.3 Why federated data and agentic AI are gamechangers 132.4 Proof of Concept in Thailand 152.5 Stakeholder value and collective advantage 182.6 Summary of the solution 193 The future:From proof to global impac
6、t 203.1 Minimum viable product:Scaling beyond the 20 Proof of Concept3.2 Trust by design:Governance,risks and enabling 21 conditions for scale3.3 Building global momentum and vision for 2030 22Conclusion 23Contributors 24Endnotes 26Harnessing Data and Intelligence for Collective Advantage:Ending For