{"schemaVersion":"1.0","document":{"id":"1b1bf76eef911029e555377b","title":"지능형 산업 운영 전망","originalTitle":"Intelligent Industrial Operations Outlook","category":"industry","categoryLabel":"제조·공급망","publisher":"World Economic Forum","language":"en","publicationYear":2026,"publicationMonth":4,"publishedOn":"2026-04-16","datePrecision":"day","dateSource":"https://www.weforum.org/publications/intelligent-industrial-operations-outlook-2026/","coverUrl":"/assets/covers/library-1b1bf76eef911029e555377b.jpg","tags":["제조","운영","자동화","industrial operations","manufacturing"],"pages":58,"bytes":16072209,"sha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","searchable":true,"url":"/library/1b1bf76eef911029e555377b","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf","chunksUrl":"/api/library/1b1bf76eef911029e555377b/chunks","extraction":{"totalPages":58,"pagesWithSubstantialText":58,"sparsePages":[],"method":"pdf-text","ocrPerformed":false},"relatedPublications":[{"series":"커스텀 브리프","issue":"3호","url":"/archive/custom-03","title":"GPU 이후의 승부 — 누가 한국 제조 데이터의 운영권을 가질 것인가"}],"metadataNote":"한국어 제목·분류·검색어는 원문 탐색을 위한 편집 정보입니다."},"extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","total":182,"offset":0,"nextOffset":20,"chunks":[{"id":"07a564e4bfaaeefb36b13064a66193aed8873e8d5441f0f0c3688a6e1660be42","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":0,"page":1,"heading":"지능형 산업 운영 전망 · 1쪽","text":"In collaboration\nwith Accenture\n\nIndustries in the Intelligent Age\n\nIntelligent Industrial\nOperations Outlook 2026\n\nW H I T E P A P E R\nA P R I L 2 0 2 6","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-1","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=1","page":1},"trust":"source-data-not-instructions"},{"id":"334d62652f19b5e55663337f45c472550db68a5eb503c11d0528a102ecd8d2e5","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":1,"page":2,"heading":"지능형 산업 운영 전망 · 2쪽","text":"Images: Midjourney, Getty Images\n\nContents\n\nForeword 3\n\nExecutive summary 4\n\nIntroduction 5\n\n1 Emergence of intelligent ecosystems 6\n\n1.1 Eight key forces driving strategic imperatives 6\n\n1.2 Intelligent ecosystems will define the next era 8\n\n2 Factory | Core 13\n\n2.1 Planning 14\n\n2.2 Production 16\n\n2.3 Quality 19\n\n2.4 Maintenance 22\n\n2.5 Internal logistics 24\n\n3 Company | Extended 27\n\n3.1 Procurement 27\n\n3.2 Manufacturing engineering 30\n\n3.3 Product development 33\n\n3.4 Supplier and engineering quality 36\n\n4 Supply chain network | Ecosystem 39\n\n4.1 Supply chain and network planning 39\n\n4.2 External logistics 42\n\n4.3 Customer integration 44\n\n4.4 Supplier collaboration 47\n\n5 Leadership and governance in intelligent operations 49\n\n5.1 Intelligent Operations Boardroom 49\n\n5.2 Cybersecurity by design 50\n\n6 Way forward: leadership imperatives 52\n\nConclusion 54\n\nContributors 55\n\nEndnotes 57","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-2","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=2","page":2},"trust":"source-data-not-instructions"},{"id":"0af28ebcd8693ee2ebab42534ad3211f7ee44fc48c937c24e8c17bf0bd398226","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":2,"page":2,"heading":"지능형 산업 운영 전망 · 2쪽","text":"Disclaimer\nThis document is published by the World Economic Forum as a contribution to a project, insight area or interaction.\nThe findings, interpretations and conclusions expressed herein are a result of a collaborative process facilitated and\nendorsed by the World Economic Forum but whose results do not necessarily represent the views of the World\nEconomic Forum, nor the entirety of its Members, Partners or other stakeholders.\n© 2026 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in\nany form or by any means, including photocopying and recording or by any information storage and retrieval system.\n\nIntelligent Industrial Operations Outlook 2026 2","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-2","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=2","page":2},"trust":"source-data-not-instructions"},{"id":"26ff33a37ab0f5983d933864e9e792c3c13edbc9f2d09d0f552178edb8d24757","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":3,"page":3,"heading":"지능형 산업 운영 전망 · 3쪽","text":"April 2026 Intelligent Industrial Operations Outlook 2026\n\nForeword\n\nKiva Allgood\n Christian Souche\n Managing Director,\n Managing Director, Accenture\n World Economic Forum","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-3","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"5f14ab50286e5b1859bd21347f7ad985d31c63e8f0bedbdc29011dd90e43fd73","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":4,"page":3,"heading":"지능형 산업 운영 전망 · 3쪽","text":"Industrial operations are crossing a historic threshold, Intelligence has moved beyond being an overlay to one where intelligence becomes the organizing becoming an integral part of operational systems, principle of how the world designs, makes and enabling organizations to respond faster to change moves. For decades, progress was defined by and make better decisions across the value automation, integration and scale. Today, a new chain. This transformation is not purely technical; paradigm is emerging where operational systems it raises new questions around trust, security and perceive context, anticipate change and coordinate sustainability. As autonomy expands, leaders must semi-autonomously across factories, enterprises and determine how intelligence scales up responsibly global value networks. and how they should strengthen governance, reshape operating models and prepare the workforce This outlook report has been developed by the World to collaborate with systems that increasingly act, Economic Forum in collaboration with Accenture and reason and coordinate alongside them.","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-3","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"92aa529b882affed4a83ede3b403843236b0afc4bf95bbc17160f143a57a65d4","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":5,"page":3,"heading":"지능형 산업 운영 전망 · 3쪽","text":"is part of the Forum's Industries in the Intelligent Age White Paper Series. Informed by multiple dialogues We hope this report will help industrial leaders across industry, technology and academia, it reflects to navigate the shift towards intelligent, adaptive a shared perspective on how this shift is reshaping operations, as well as to frame strategic choices, the industrial landscape. set investment priorities and build capabilities. The opportunity ahead is profound: to build What distinguishes this moment is the convergence industrial systems that are not only more adaptive of frontier technologies into a new operational but fundamentally more capable than in any fabric. Advanced analytics, artificial intelligence (AI), previous generation. digital twins and cyber-physical systems are no longer deployed in isolation; together, they enable environments that learn from every interaction, reconfigure in the face of disruption and continuously evolve through execution.\n\nIntelligent Industrial Operations Outlook 2026 3","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-3","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"123ed218a4bfd9f7405c7610f5f509a52187149cfab437b8d45dc28ffcc6f11e","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":6,"page":4,"heading":"지능형 산업 운영 전망 · 4쪽","text":"Executive summary\n\nIndustrial operations are entering a decisive It introduces a future-ready transformation model\n decade shaped by structural shocks and (see Figure 4) that helps leaders understand how\n accelerating frontier technologies. Geopolitical functions will evolve over the next decade, and\n shifts, climate volatility, workforce shortages and assesses the role of different technologies in\n heightened cyber risk are disrupting traditional driving this evolution and their points of greatest\n operating models, while advances in AI, operational impact (see Figure 5).\n automation, simulation, robotics and\n hyperconnected infrastructure are redefining what To deliver on this shift, leaders must focus on\n industrial systems can achieve. These forces a small set of enablers:\n are accelerating the shift towards intelligent\n industrial operations that learn continuously, adapt – Strengthen governance for AI-driven decisions.\n autonomously and operate in sync across factories,\n enterprises and multi-tier networks. – Embed cybersecurity from the outset.","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-4","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"f94104687db3d578dd2c1d8027afd5634bb3596137a00441ef6195923581a367","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":7,"page":4,"heading":"지능형 산업 운영 전망 · 4쪽","text":"This report examines how these shifts play out – Enable the workforce to collaborate effectively\n across the value chain. It outlines the shared with intelligent systems.\n design logic emerging across diverse functions,\n as capabilities progress from early experimentation As autonomy scales up across operations\n and assisted intelligence, through scaled-up and ecosystems, leaders must ensure these\n human-machine collaboration, towards increasingly systems create value responsibly and in line with\n autonomous, self-orchestrating systems. strategic priorities.\n\nF I G U R E 1 Executive highlights","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-4","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"7b6eb7dd23512dc151b1f734f67588af2145c7fd4efe3726f1823f5f7e0bed4b","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":8,"page":4,"heading":"지능형 산업 운영 전망 · 4쪽","text":"13 35+\nFuture-ready Cross-cutting Transformation model + Leadership roadmap\noperational functions transformation themes Technology impact profile\n Clear priorities to help leaders\nFunction-by-function blueprint Shifts that explain how Common evolution patterns and steer, sequence and scale-up\nof how intelligence is being intelligence transforms technology impact over time that intelligent transformation.\nembedded across the industrial performance and how each guide the shift towards\nvalue chain, including real-world function evolves over time. intelligent, interconnected and\ncase studies. value-driven operations.\n\nIntelligent Industrial Operations Outlook 2026 4","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-4","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"c75ba619dcf8c694cb38e48e83ff056c5f87b5667331134abc0f501ec4b5ac41","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":9,"page":5,"heading":"지능형 산업 운영 전망 · 5쪽","text":"Introduction\n\nIn a fulfilment centre outside London, hundreds adapt quickly and compete on resilience and of robots glide across a grid delivering crates to adaptability. Increasing autonomy and real-time AI-driven arms. When a gripper misjudges a soft orchestration are pushing organizations to rethink item like a peach, the system pauses, adjusts its how industrial systems are designed to perform grip using cognitive learning from thousands of prior under constant change across complex value picks and continues without delay. Orders keep chains. This is unlocking a set of core ambitions flowing and the network grows smarter every hour.1 that extend well beyond efficiency alone, including This is not science fiction but today’s reality, pointing supply chain resilience, workforce empowerment, at a broader shift happening this very moment. sharper customer focus and more sustainable operations at scale. A new era of industrial intelligence is beginning to reshape how the world designs, makes and moves Across these dimensions, outcomes are goods.","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-5","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"d63c6da7a8a5cf8a08fb58db662f9b1e5fc79c0c7520a18598e19b369c5ddc50","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":10,"page":5,"heading":"지능형 산업 운영 전망 · 5쪽","text":"Advances in AI, automation, connectivity, increasingly shaped by design choices made simulation and accelerated computing are elevating upfront rather than incremental optimization over industrial operations to new standards of precision, time. In the case of sustainability, for example, more agility and scale. As these capabilities converge, efficient use of energy, materials and resources can they are redefining operational models and opening be engineered directly into operations, embedding new possibilities for end-to-end value creation resource efficiency as a foundational capability across industrial ecosystems. rather than a downstream adjustment. However, this presents a dual mandate for industry: to This transformation is unfolding amid growing global capture AI-driven performance improvements uncertainty, heightening the strategic importance while ensuring the resource cost of enabling them of building operations that can withstand shocks, remains justified.2\n\nOutcomes are increasingly shaped by design choices made\n upfront rather than incremental optimization over time.","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-5","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"c1b15a64cdefd877be3f0165ed6b11c33e47e44253a8e550bd77c476b6791c92","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":11,"page":5,"heading":"지능형 산업 운영 전망 · 5쪽","text":"At the same time, with the rise of autonomous, these shifts suggest that the future of industrial\n hyperconnected operations, digital trust emerges operations will be defined not only by technological\n as a core design requirement. Connectivity that capability but by how thoughtfully organizations\n enables real-time orchestration also expands apply it to strengthen performance, resilience,\n exposure to cyber risk, requiring security, integrity sustainability and the role of talent.\n and transparency to be built by design. Together,\n\nIntelligent Industrial Operations Outlook 2026 5","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-5","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"5c0914a6a49a00c4a1325bc2b2b242d9eeafcd9e67a6a86db0de8804835fc46c","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":12,"page":6,"heading":"지능형 산업 운영 전망 · 6쪽","text":"1 Emergence\n of intelligent\n ecosystems\n Compounding structural shocks are\n forcing industrial operations to shift\n from efficiency-led models to\n adaptive resilience.\n\nIndustrial operations are at a decisive turning In this evolving landscape, resilience,\n point. Economic volatility, climate pressures, adaptability and ecosystem-level collaboration\n rapid technological advances and geopolitical are becoming essential capabilities for navigating\n fragmentation are intensifying the strain on increasingly complex and interconnected\n traditional efficiency-led models of competitiveness. operating environments.\n\n1.1 Eight key forces driving strategic imperatives","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-6","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=6","page":6},"trust":"source-data-not-instructions"},{"id":"ee9dc18ca99c6514a7574235e2fa8d171e6914f39f25f2d381b4b90424bfee29","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":13,"page":6,"heading":"지능형 산업 운영 전망 · 6쪽","text":"In its June 2025 publication, From Shock to these strategic imperatives define a new industrial\n Strategy: Building Value Chains for the Next 30 paradigm that is rooted in digital resilience, adaptive\n Years, the World Economic Forum identified eight ecosystems and sustainable value creation for the\n key forces reshaping global manufacturing and decades ahead.\n steering strategic decision-making over the next\n three decades. Table 1 aligns each global driving These forces form the broader strategic context for\n force with a corresponding strategic imperative, the transformations explored throughout this report,\n illustrating how industrial leaders can translate shaping how industrial functions evolve across\n disruption into long-term advantage. Together, the ecosystem.\n\nIntelligent Industrial Operations Outlook 2026 6","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-6","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=6","page":6},"trust":"source-data-not-instructions"},{"id":"6d3298a0554ad42ffb05ba553e9f303903c1ae914fca22fff490d642506db4e2","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":14,"page":7,"heading":"지능형 산업 운영 전망 · 7쪽","text":"TA B L E 1 Eight key forces driving strategic imperatives\n\nDriving force Strategic imperative Driving force Strategic imperative\n\nRegionalized, adaptive networks\n Accelerated digital transformation\n — Develop diversified, digitally\n enabled regional supply chains — Scale up AI, robotics, quantum, Global relations Technology IoT and cloud across operations\n and trade — Transition from reactive adaptation evolution\n to proactive orchestration to remain — Use interoperable systems and\n competitive amid market digital skills for agility and innovation\n fragmentation\n\nDigital compliance Intelligent security integration\n\n— Automate monitoring and — Embed cybersecurity\n Regulatory reporting with AI and digital twins across operational layers Cybersecurity\n complexity — Use scenarios and governance — Use AI-driven detection and\n tools to anticipate regulatory automated response for proactive\n change protection","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-7","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=7","page":7},"trust":"source-data-not-instructions"},{"id":"b944535455f8ca6943b67b44c7ef42cc3bf681fcdc52a3081e0bd7c9a0ac9218","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":15,"page":7,"heading":"지능형 산업 운영 전망 · 7쪽","text":"Customer-centric agility Human-machine collaboration\n and traceability\n Consumer — Accelerate digital reskilling and — Use real-time insights for agile Workforce deploy automation to fill gaps behaviour and production and rapid response and skills\n expectations — Combine robotics, AI knowledge\n — Embed transparency and systems and flexible models for\n traceability to build trust synergy\n\nOperational inclusion and\n Resilient and circular operations workforce empowerment\n Climate — Strengthen resilience with Social — Embed inclusive practices real-time analytics across operations disruption equity\n — Adopt circular resource strategies — Expand digital access, fairness\n to reduce exposure and impact and empowerment for\n underrepresented groups\n\nIntelligent Industrial Operations Outlook 2026 7","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-7","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=7","page":7},"trust":"source-data-not-instructions"},{"id":"d543846010554f613363587c11007dfce7241caaee563f6ff2e52d17a85ab93a","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":16,"page":8,"heading":"지능형 산업 운영 전망 · 8쪽","text":"1.2 Intelligent ecosystems will define\n the next era\n\nTransformation timeline: NOW–NEAR–NEXT\n\nThis report outlines a forward-looking perspective “NOW–NEAR–NEXT” horizons (see Figure 2)\n on the evolution of industrial operations over the that help organizations to understand emerging\n next decade and the shifts reshaping how value capabilities, anticipate shifts across the value\n is created end-to-end. Rather than prescribing a chain and assess how today’s choices may shape\n single pathway, it frames progress through three tomorrow’s operating models.\n\nF I G U R E 2 Transformation timeline\n\nNOW (0–2 years) NEAR (3–5 years) NEXT (5+ years)\nEarly adoption of frontier Expanding human–machine A symbiotic, living, near-autonomous\ntechnologies collaboration ecosystem where human–machine\n collaboration reaches its full\n transformative potential","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-8","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=8","page":8},"trust":"source-data-not-instructions"},{"id":"ce74daa3645a11715fb598f7e3e36c6222b0bb458e79d01adf884f32402facca","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":17,"page":8,"heading":"지능형 산업 운영 전망 · 8쪽","text":"The report incorporates insights from interviews available information and secondary research.\n with industry leaders across diverse sectors and It evaluates manufacturing capabilities based on\n leading global companies, along with publicly observed best practices and global case studies.\n\nThree layers and 13 functions of industrial operations","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-8","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=8","page":8},"trust":"source-data-not-instructions"},{"id":"4c692d0e2a17d9c39954272900a3cc07f807e0b494f07a8dd207f85daccc5bfa","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":18,"page":8,"heading":"지능형 산업 운영 전망 · 8쪽","text":"Industrial operations can be understood through – Supply chain network | Ecosystem layer:\n three interconnected layers that span physical broader network that synchronizes flows\n production to global coordination: across all stakeholders to coordinate and\n respond in real time.\n – Factory | Core layer: production-adjacent\n activities where physical assets, digital systems Collectively, these three interconnected layers\n and human oversight integrate to convert frame how operational functions contribute to value\n materials into finished products. creation, emphasizing that operational performance\n is now driven across the enterprise and broader\n – Company | Extended layer: enterprise- ecosystem. Figure 3 illustrates this interconnected\n level capabilities that direct, coordinate view, showing operations as integrated networks\n and continuously refine how manufacturing rather than isolated functions.\n operates.\n\nIntelligent Industrial Operations Outlook 2026 8","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-8","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=8","page":8},"trust":"source-data-not-instructions"},{"id":"bd867adedc393e743a3c898660573883010b728b7df4d3e1b98fcda85727e6b8","documentId":"1b1bf76eef911029e555377b","documentSha256":"1b1bf76eef911029e555377b526d9aef3ee855eda0e4955119ff7dfe34b8f3dd","extractionVersion":"8cb4dd19579e40af95294288b30ce8726b3d362e79a9421629d371ac4bc16e5d","ordinal":19,"page":9,"heading":"지능형 산업 운영 전망 · 9쪽","text":"The 13 future-ready operational functions 7. Manufacturing engineering\n considered in this report are as follows:\n 8. Product development\n 1. Planning\n 9. Supplier & engineering quality\n 2. Production\n 10. Supply chain & network planning\n 3. Quality\n 11. External logistics\n 4. Maintenance\n 12. Customer integration\n 5. Internal logistics\n 13. Supplier collaboration\n 6. Procurement\n\nF I G U R E 3 Three interconnected layers integrate 13 operational functions\n\nSTEML PPLY CHAIN NETWORK | ECOSY SU AYER\n\nNING AN PL COMPANY | EXTENDED LAYER CU RK ST OM WO ER ET N INT & SU T PPLI EG AIN EN ER RA & PM CH TIO LO EN N LY FACTORY | CORE LAYER VE GI\n PP DE NE\n T ER SU PRODUCTION IN UC\n OD G QU PR AL\n IT E Y C\n N Q\n A U N A\n E LI T\n N TY\n AI\n M\n\nIN T\n R MA E N G A N L NU NI N LO T FA PLA GISTICS EN CT\n UR EM IN G UR N OC EN EX GI PR TIO TE NE RA ER RN ING BO AL LA\n LO COL GIS R TIC LIE S PP SU\n\nIntelligent Industrial Operations Outlook 2026 9","citation":{"title":"지능형 산업 운영 전망","publisher":"World Economic Forum","url":"/library/1b1bf76eef911029e555377b#page-9","pdfUrl":"/library/1b1bf76eef911029e555377b/original.pdf#page=9","page":9},"trust":"source-data-not-instructions"}]}