W H I T EP A P E RJ A N U A R Y2 0 2 6 Contents ForewordExecutive summary1. Celebrating eight years of the Global Lighthouse Network1.1 Continuous evolution of the Network1.2 Global expansion of the Network2. Operational resilience in a new world era2.1 Building foundations for network agility and scale2.2 Empowering people to thrive in a digital world2.3 Scaling-up impact with collaboration and purpose3. Trends in technology: Lighthouses and the agentic revolution3.1 Mastering AI adoption: from hype to scalable assets3.2 Cognitive factories: staying value-backed withhuman-centric AI3.3 Cognitive networks: orchestrating value chains with AI4. Rewiring operations for Lighthouse levels of performance at scale4.1 Accelerating digital transformations network-wide:core enablers of the Lighthouse blueprint4.2 Three archetypes of successful scalers: illuminating a wayout of the “scaling slump”ConclusionContributorsEndnotes345681112192629293439424449525354 Disclaimer The Global Lighthouse Network (GLN) is the leading industrymovement celebrating the world’s top-performing productionand operations sites. Network members showcase provenperformance increases and achieve operational excellenceacross five categories: productivity, supply chain resilience,sustainability, customer centricity and talent. GLN is a WorldEconomic Forum initiative co-founded with McKinsey &Company and counselled by an advisory board of industryleaders, including Aramco, Foxconn Industrial Internet,Koç Holding, McKinsey & Company, Schneider Electricand Siemens. This document is published by the World Economic Forumas a contribution to a project, insight area or interaction.The findings, interpretations and conclusions expressedherein are a result of a collaborative process facilitatedand endorsed by the World Economic Forum but whoseresults do not necessarily represent the views of the WorldEconomic Forum, nor the entirety of its Members, Partnersor other stakeholders. ©2026 World Economic Forum. All rights reserved. No partof this publication may be reproduced or transmitted in anyform or by any means, including photocopying and recording,or by any information storage and retrieval system. Foreword Gunter BeitingerSenior Vice President,Manufacturing Excellence,Siemens Meshal Almashari Haldun Dingeç Vice President, Production& Technology, BekoCorporate, groupcompany of Koç Holding Kiva Allgood Managing Director;Head, Centre forAdvanced Manufacturingand Supply Chains,World Economic Forum Executive Managing Director,Late Stage VenturingProgram, Aramco Ventures Zongchang LiuRotating Chief ExecutiveOfficer, FoxconnIndustrial Internet Ruth HeussSenior Partner;Global Co-Leader,Operations Practice,McKinsey & Company Jimmy Gu Vice President,Smart Supply Chainand Innovation,Schneider Electric Biological evolution teaches that survival andprogress depend not on speed, size or strengthalone, but on the capacity to adapt. The sameis true of industrial operations, where evolutionis ceaseless. To survive, let alone thrive, playersacross the value chain must find the courage, willand agility to adapt their operations amid ongoingchange – that is, torewire. contending with complex, capital-intensive assets– machines, materials and production lines – thatrequire considerable effort and precision to evolve.Unlike technology firms that move at the speedof software, industrial operators must master thecoupling of digital and physical at scale. That’s where Lighthouses come in. Since theinception of the Global Lighthouse Network eightyears ago, it has illuminated the path forward fortransformative operational rewiring. Lighthousesare unlocking more value from artifical intelligence(AI) than most of their peers and in ways thatstrengthen both human capability and systemperformance. With the Network now 224 membersstrong, its blueprint for scaling-up has never beenmore important. Such adaptation is no small feat, yet it has alwaysbeen the engine of progress. Each industrialrevolution was powered by transformativetechnology that demanded new ways of working.Adoption, often hard-won, unlocked the innovationsthat shaped each new era. But technology alonehas never been enough. It has always been peoplewho drive lasting transformation, with a willingnessto take risks, adapt, learn, reskill and collaborate. The Global Lighthouse Network remains true toits vision: to light the way forward towards a moreadaptive, human-centred and tech-empoweredfuture of operations. However, even with the most engaged workforce,industrial operations remain deeply physicalsystems. Transforming them at scale involves Executive summary This white paper celebrates eight yearsof GLN as the leading learning communityfor achieving world-class operationalperformance at scale. The Global Lighthouse Network (GLN) continuesto showcase leaders across the manufacturingand supply chain ecosystem making measurableimpacts on people, planet and performance.Having expanded from 16 f