{"schemaVersion":"1.0","document":{"id":"73e88218936c7b36a15d6e60","title":"지능형 인프라 입문","originalTitle":"Intelligent Infrastructure A Primer","category":"industry","categoryLabel":"제조·공급망","publisher":"World Economic Forum","language":"en","publicationYear":2026,"publicationMonth":5,"publishedOn":"2026-05-11","datePrecision":"day","dateSource":"https://www.weforum.org/publications/intelligent-infrastructure-a-primer/","coverUrl":"/assets/covers/library-73e88218936c7b36a15d6e60.jpg","tags":["인프라","도시","산업","intelligent infrastructure"],"pages":36,"bytes":2891370,"sha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","searchable":true,"url":"/library/73e88218936c7b36a15d6e60","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf","chunksUrl":"/api/library/73e88218936c7b36a15d6e60/chunks","extraction":{"totalPages":36,"pagesWithSubstantialText":36,"sparsePages":[],"method":"pdf-text","ocrPerformed":false},"relatedPublications":[{"series":"커스텀 브리프","issue":"5호","url":"/archive/custom-05","title":"사람 없이 돌아가는 공장"},{"series":"커스텀 브리프","issue":"9호","url":null,"title":"Intelligent Infrastructure: A Primer"},{"series":"주간 WEF","issue":"4호","url":"/archive/davos-04","title":"공장은 12년 당겼다, 전기는 누가 당기나 — 요금 등급과 특구 경계가 함께 그어지는 8월"},{"series":"주간 WEF","issue":"5호","url":null,"title":"Intelligent Infrastructure: A Primer"}],"metadataNote":"한국어 제목·분류·검색어는 원문 탐색을 위한 편집 정보입니다."},"extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","total":136,"offset":0,"nextOffset":20,"chunks":[{"id":"4aeb205b309b6858c6e07d9b71f59c2128a91561aa123012af0bf6a7a75762bb","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":0,"page":1,"heading":"지능형 인프라 입문 · 1쪽","text":"Intelligent Infrastructure:\nA Primer\n\nW H I T E P A P E R\nM A Y 2 0 2 6","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-1","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=1","page":1},"trust":"source-data-not-instructions"},{"id":"1bc996d68ca839a804a9198d6525a76aea0679414d991a608b4d2e25fb4aabcb","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":1,"page":2,"heading":"지능형 인프라 입문 · 2쪽","text":"Images: Adobe Stock, Getty Images\n\nContents\n\nPreface 3\n\nExecutive summary 4\n\nIntroduction 5\n\n1 What is intelligent infrastructure? 6\n\n1.1 Understanding intelligent infrastructure 6\n\n1.2 How intelligent infrastructure differs from digital infrastructure 7\n\n2 DNA+ framework 9\n\n2.1 Framework overview 10\n\n2.2 Intelligent outcomes 15\n\n3 Company, Cluster, City, Country – 4C outcomes 18\n\n3.1 Company outcomes: operational excellence 19\n\n3.2 Cluster outcomes: collaborative innovation 19\n\n3.3 City outcomes: urban competitiveness and resilience 21\n\n3.4 Country outcomes: strategic competitiveness 22\n\n3.5 Broader societal outcomes 24\n\n4 Deployment imperatives 25\n\n4.1 Governing the transition 25\n\n4.2 Trust as infrastructure 26\n\n4.3 Investment frameworks: de-risking the transition 27\n\n4.4 Implementation pathways 28\n\n4.5 Talent capabilities 29\n\nConclusion 30\n\nContributors 31\n\nEndnotes 33","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-2","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=2","page":2},"trust":"source-data-not-instructions"},{"id":"1ce1958de1ef4e98dc6c396ea7e44b77ce6c4c57ab5904b6fa39b10c957e9437","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":2,"page":2,"heading":"지능형 인프라 입문 · 2쪽","text":"Disclaimer\nThis document is published by the\nWorld Economic Forum as a contribution\nto a project, insight area or interaction.\nThe findings, interpretations and\nconclusions expressed herein are a result\nof a collaborative process facilitated and\nendorsed by the World Economic Forum\nbut whose results do not necessarily\nrepresent the views of the World Economic\nForum, nor the entirety of its Members,\nPartners or other stakeholders.\n© 2026 World Economic Forum. All rights\nreserved. No part of this publication may\nbe reproduced or transmitted in any form\nor by any means, including photocopying\nand recording, or by any information\nstorage and retrieval system.\n\nIntelligent Infrastructure: A Primer 2","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-2","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=2","page":2},"trust":"source-data-not-instructions"},{"id":"3095ee1fc705ae5a65367aaef11eaeefb516855022defca8c71956cc0786b06c","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":3,"page":3,"heading":"지능형 인프라 입문 · 3쪽","text":"May 2026 Intelligent Infrastructure:\n A Primer\n\nPreface\n\nKiva Allgood\n Roberto Bocca\n Managing Director and\n Head, Centre for Energy\n Head, Centre for Advanced\n and Materials\n Manufacturing and Supply\n Chains\n\nAkshay Joshi Jeff Merritt\n Head, Centre for Head, Centre for Urban\n Cybersecurity Transformation","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-3","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"6f6f0347f1d01fb0522edf231d4b23ef8fecc5c779f1c05bfa3868d8b4c2ce72","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":4,"page":3,"heading":"지능형 인프라 입문 · 3쪽","text":"Infrastructure has always been the foundation of This report, developed with global leaders across economic progress. In the industrial era, nations industries, presents the DNA+ framework – a that built physical infrastructure such as roads, practical architecture that makes the concept of railways, water and power grids gained enduring intelligent infrastructure concrete. Grounded on competitive advantages. Today, a comparable and real-world experience from four diverse expert perhaps more consequential transition is underway communities, spanning advanced manufacturing and through intelligent infrastructure. The question is supply chains, energy and materials, cybersecurity no longer simply how well a country builds and and urban transformation, the framework maps the connects physical assets, but how intelligently those systemic outcomes of intelligent infrastructure across assets can sense, communicate, learn and act. four levels: Company, Cluster, City and Country. It further offers deployment pathways to translate","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-3","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"c7e9f95148a877941348c0802b1ba5067f4758cbbd1d30b88e6c4f4379e40b11","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":5,"page":3,"heading":"지능형 인프라 입문 · 3쪽","text":"Intelligent infrastructure is not merely a technology potential into systemic value. investment. It is a determinant of national competitiveness. The ability to embed systems-level The infrastructure choices made today will shape intelligence and autonomy into the systems that economic outcomes for decades. Governments, power economies will increasingly separate those businesses and international partners are invited that lead from those that follow. to engage with this work – to implement, test and refine the framework, contribute market feedback Intelligent infrastructure is inherently cross-sectoral. and participate in structured collaboration. Its implications span industrial production, energy Intelligent infrastructure is not a destination but systems, urban services, supply chains and national an evolving capability: one whose strategic value security. As such, it requires coordinated action will compound over time and whose development across policy, investment and governance. Our aim is requires coordination across public and private","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-3","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"f51ba6dbdd91b09c7a03385c2d4c6a3b0c03336cf00a54b3d2b86d059903aa4e","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":6,"page":3,"heading":"지능형 인프라 입문 · 3쪽","text":"to help policy-makers and business leaders with the sector actors. The Forum stands ready to serve frameworks and evidence to navigate this transition as a neutral platform for collaboration, supporting as a structural systems-wide transformation rather policy-makers and businesses as they shape the than an isolated technology shift. intelligent backbone of long-term competitiveness.\n\nIntelligent Infrastructure: A Primer 3","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-3","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=3","page":3},"trust":"source-data-not-instructions"},{"id":"7f3f46ff3f38daa4a2ed134b89fdd3c86b285ff786cd629ca630e4543f7491e7","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":7,"page":4,"heading":"지능형 인프라 입문 · 4쪽","text":"Executive summary\nIntelligent infrastructure enables physical\ninfrastructure to sense, reason and act in real\ntime by integrating sensing devices, network\nconnectivity, AI and cyber resilience.","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-4","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"dadf063db68377085af2e50bb2a6f9fc496474be2e52a4a176310376f06fb1bb","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":8,"page":4,"heading":"지능형 인프라 입문 · 4쪽","text":"Just as roads and ports enabled the movement of transformation strengthens cluster capabilities; goods in the industrial age, intelligent infrastructure cluster infrastructure and city transformation enables the flow of intelligence in the intelligent amplify national competitiveness; and national age. Intelligent infrastructure integrates physical frameworks enable all. assets with sensors, connectivity, data platforms, artificial intelligence (AI) and feedback loops into 3. Technology is ready for deployment, but the coordinated systems (“system of systems”) that can enabling conditions are not. Four deployment sense, reason and act in real time. These features imperatives determine whether technology’s make it fundamentally distinct from traditional digital potential translates into systemic value: infrastructure, which limits itself to foundational connectivity and data exchange. – Governance frameworks must be built, including interoperability standards, 1. DNA+ framework as a blueprint. This report accountability mechanisms, data governance","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-4","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"e7f028f12cd5140c4ecc27d0b8f4a7a628c0307862da963f85f60995da9cc559","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":9,"page":4,"heading":"지능형 인프라 입문 · 4쪽","text":"introduces the DNA+ framework as a practical policies and regulatory environments that architecture for building intelligent infrastructure. enable controlled experimentation. Three layers form its core, with an additional cross-cutting cyber resilience layer. Together, – Trust must be established, through these layers enable cognitive outcomes: agentic neutral convening bodies, transparent operations, cognitive assets, hyper-adaptive benefit-sharing mechanisms that services and symbiotic ecosystems: enable participants to see returns proportional to their data contributions, D Devices that interact with the physical and participation models designed world to capture real-time data. to be accessible to organizations of all sizes, ensuring smaller enterprises are N Network that provides secure, high-speed not excluded by high entry requirements. connectivity for data to flow across organizational and sectoral boundaries. – Public and private capital must play complementary roles, with public investment","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-4","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"0ad30055b107374f5ce2e9db6841af6cfb3deeafa106ba751c4c3f1b02ea5db2","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":10,"page":4,"heading":"지능형 인프라 입문 · 4쪽","text":"A Artificial intelligence spanning the full stack in foundational layers serving a catalytic from data platforms and analytical models function that crowds in private capital. through to AI orchestration to govern the intelligence that coordinates the system- – Capacity-building must be domain-specific of-systems approach. and operationally embedded, including cluster-level training platforms that give + Cyber resilience, which functions as a small and medium-sized enterprises cross-cutting layer, embedded throughout (SMEs) access to skills they could not by design rather than appended after develop independently. deployment. Intelligent infrastructure is an evolving national 2. Impact across 4Cs. Intelligent infrastructure capability that will bring strategic advantage to the generates value across the 4Cs (Company, nations that act now. The choices made today will Cluster, City, Country) creating reinforcing, shape economic performance, sustainability multiplying effects. Transformation in one outcomes and industrial relevance for decades","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-4","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"7add37e74c152c43bbe72f5c572cc4b06ee19ce7b414f4d81dc500d3b1731a79","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":11,"page":4,"heading":"지능형 인프라 입문 · 4쪽","text":"reinforces performance at all levels: company to come.\n\nIntelligent Infrastructure: A Primer 4","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-4","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=4","page":4},"trust":"source-data-not-instructions"},{"id":"f80a8e7395b0ef86a71ae3409a848de12826921b0243aac597ddde21116ae0e1","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":12,"page":5,"heading":"지능형 인프라 입문 · 5쪽","text":"Introduction\n As humanity transitions into the\n intelligent age, the foundations of\n social and economic competitiveness\n are undergoing a fundamental shift.","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-5","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"6a54cad4e59f5139b5c8eebb4d2a4cab577be2c193bbf46fae171965b36e2d3a","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":13,"page":5,"heading":"지능형 인프라 입문 · 5쪽","text":"Investing Just as the steam engine and railways defined the intelligent infrastructure, outlining what it is and in intelligent first industrial revolution and the internet defined why it matters. Drawing on global best practices, infrastructure is not the information age, the emerging intelligent implementation lessons and community insights*, merely a technology age1 demands a new foundation: intelligent the report highlights that investing in intelligent infrastructure. The World Economic Forum’s report infrastructure is not merely a technology upgrade,upgrade, but a Beyond Cost: Country Readiness for the Future but a strategic imperative for economic resilience strategic imperative of Manufacturing and Supply Chains2 identifies and growth in the intelligent age. for economic intelligent infrastructure as one of the critical factors resilience and determining national competitiveness to drive Leading economies are already proving this thesis. growth in the foreign industrial investments. The People’s Republic of China has invested intelligent age.","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-5","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"35af8d4e41024a44ecc4b811b745ee05a1ea49d0b0cc3bf694538d4429d077f3","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":14,"page":5,"heading":"지능형 인프라 입문 · 5쪽","text":"strategically in intelligent infrastructure through the In previous eras, nations that modernized their deployment of interoperability standards, industrial physical infrastructure by building ports, railways or networks and cross-industry data platforms. stable power grids were the first to gain enduring By developing the “Industrial Internet”, China’s economic advantages. Today, a similar but more smart manufacturing sector is projected to attain profound shift is underway. The competitive a market size of approximately $127 billion by frontier has moved beyond physical infrastructure 2030.3 Similarly, India is redefining its economic alone to the ability to embed intelligence into competitiveness through its unified logistics these systems that power economies. This is interface platform (ULIP). By integrating real- what intelligent infrastructure enables. It creates a time data from 33 distinct systems – spanning dynamic, data-driven backbone that is no longer a customs, railways and ports – into a single","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-5","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"23db80ff418b0fc307cce2d42b5d1a68c0c130140b068d73a8b57e8351aae29e","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":15,"page":5,"heading":"지능형 인프라 입문 · 5쪽","text":"passive connector of goods or data, but an active intelligent backbone, India aims to reduce its participant in value creation, enabling real-time, logistics costs from 14% to below 10% of GDP, adaptive optimization and autonomous decision- significantly boosting the global competitiveness making where feasible and appropriate. It supports of its manufacturing exports.4 cross-industry collaboration through shared standards and data ecosystems, while enabling The evidence is compelling: nations that invest resource sharing and sustainable development strategically in intelligent infrastructure today will through intelligent resource optimization. define the economic landscape of tomorrow. Those that delay risk being left behind in an This report aims to provide policy-makers and increasingly intelligent, interconnected and business leaders with a foundational overview of adaptive global economy.\n\nB O X 1 Industrial internet","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-5","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"3626c95391373314fabc2008f9444bad8edec703aa14e9040e2928ff7925abb9","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":16,"page":5,"heading":"지능형 인프라 입문 · 5쪽","text":"Industrial internet refers to the integration of operational efficiency, improved safety and\n industrial machinery, sensors, control systems data-driven decision-making across industrial\n and software with advanced connectivity, cloud value chains.\n computing and AI to monitor, optimize and\n automate industrial operations in real time. The term is often used interchangeably with\n the industrial internet of things (IIoT), although it\n It connects physical assets – such as factories, typically emphasizes large-scale industrial systems\n power plants, ports and transport systems – to and enterprise-level integration rather than\n digital platforms, enabling predictive maintenance, individual connected devices.\n\n*Community insights were derived from six in-person workshops, conducted globally by the World\n Economic Forum in 2025, and from one-to-one consultations with 15+ multistakeholder experts.\n\nIntelligent Infrastructure: A Primer 5","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-5","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=5","page":5},"trust":"source-data-not-instructions"},{"id":"fb4667287c85109164776b34bf9a2d43431464bd4ad8188769b92982c9e4f876","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":17,"page":6,"heading":"지능형 인프라 입문 · 6쪽","text":"1 What is intelligent\n infrastructure?\n Intelligent infrastructure integrates physical\n and digital infrastructure into adaptive,\n data-driven systems capable of sensing,\n learning and acting in real time.\n\n1.1 Understanding intelligent infrastructure","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-6","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=6","page":6},"trust":"source-data-not-instructions"},{"id":"367061ccb0df07536232d65068f4133682607356012a9dd2cf55b708b293cb80","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":18,"page":6,"heading":"지능형 인프라 입문 · 6쪽","text":"The term “intelligent infrastructure” is used with it integrates these layers into adaptive, data-driven growing frequency by governments, industry systems capable of sensing, learning and acting in leaders and technology developers alike, yet its real time. The result is infrastructure that does not meaning is rarely made precise. It is sometimes merely report what is happening, but reasons for itself, conflated with digital infrastructure or sometimes dynamically optimizing energy flows, pre-empting reduced to the deployment of sensors or AI equipment failures, re-routing logistics or traffic and applications. These framings capture fragments enabling cross-sector coordination at scale. of intelligent infrastructure yet miss the essential character of a unified, intelligent system. It is this systems-level intelligence – the ability to sense, reason, optimize and act across B O X 2 interconnected assets and actors simultaneously – that distinguishes intelligent infrastructure and Intelligent infrastructure – a definition defines its value. Such systems-wide integration","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-6","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=6","page":6},"trust":"source-data-not-instructions"},{"id":"8da5a421a2622351149178a2b916cd72da871d6b6acd1d324ad7f15c2c90dae1","documentId":"73e88218936c7b36a15d6e60","documentSha256":"73e88218936c7b36a15d6e603e5d40a56697b175a1d1a5be8135f7498f9a7a50","extractionVersion":"2ccfeaac1d1054e37b93e1a2d6987a98881873cba3abf228832d504e5695c1c4","ordinal":19,"page":6,"heading":"지능형 인프라 입문 · 6쪽","text":"enables what might be termed “system-of-systems Intelligent infrastructure can be defined as visibility”: consolidated platforms that aggregate the integrated system of physical assets, data across companies, sectors and utilities, communications networks, digital platforms resulting in higher productivity for companies, and AI that enables infrastructure to develop more sustainable cities and industrial clusters* cognitive capabilities – the ability to sense, and stronger national competitiveness. connect, learn and act in real time, serving as the foundational backbone of competitiveness India’s Smart Cities Mission exemplifies this in the intelligent age. approach, having operationalized integrated command and control centres (ICCCs) across 100 While physical infrastructure, such as roads, cities that consolidate data from traffic management, power grids, factories and ports, forms the public safety, utilities and environmental monitoring material backbone of economic activity and digital onto unified platforms, enabling real-time, cross-","citation":{"title":"지능형 인프라 입문","publisher":"World Economic Forum","url":"/library/73e88218936c7b36a15d6e60#page-6","pdfUrl":"/library/73e88218936c7b36a15d6e60/original.pdf#page=6","page":6},"trust":"source-data-not-instructions"}]}