100+ datasets found
  1. Industry 4.0 technologies to have greatest impact on organizations worldwide...

    • statista.com
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    Statista, Industry 4.0 technologies to have greatest impact on organizations worldwide 2020 [Dataset]. https://www.statista.com/statistics/1200006/industry-40-technology-greatest-impact-organizations-worldwide/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    Worldwide
    Description

    Industry 4.0 will be relying heavily on Internet of Things (IoT), artificial intelligence (AI), cloud infrastructure, and big data/analytics, forming the big four technologies. IoT is on the top of the list, with nearly ** percent of the respondents acknowledging this would be one of the most impactful industry 4.0 technologies within their organization.

  2. s

    Industry 4.0 Market Size, Growth, Trends & Forecast Report by 2033

    • straitsresearch.com
    pdf,excel,csv,ppt
    Updated Oct 4, 2023
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    Straits Research (2023). Industry 4.0 Market Size, Growth, Trends & Forecast Report by 2033 [Dataset]. https://straitsresearch.com/report/industry-4-0-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Oct 4, 2023
    Dataset authored and provided by
    Straits Research
    License

    https://straitsresearch.com/privacy-policyhttps://straitsresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    The global industry 4.0 market size was USD 159.56 billion in 2024 & is projected to grow from USD 188.89 billion in 2025 to USD 728.51 billion by 2033.
    Report Scope:

    Report MetricDetails
    Market Size in 2024 USD 159.56 Billion
    Market Size in 2025 USD 188.89 Billion
    Market Size in 2033 USD 728.51 Billion
    CAGR18.38% (2025-2033)
    Base Year for Estimation 2024
    Historical Data2021-2023
    Forecast Period2025-2033
    Report CoverageRevenue Forecast, Competitive Landscape, Growth Factors, Environment & Regulatory Landscape and Trends
    Segments CoveredBy Technology,By End-User,By Region.
    Geographies CoveredNorth America, Europe, APAC, Middle East and Africa, LATAM,
    Countries CoveredU.S., Canada, U.K., Germany, France, Spain, Italy, Russia, Nordic, Benelux, China, Korea, Japan, India, Australia, Singapore, Taiwan, South East Asia, UAE, Turkey, Saudi Arabia, South Africa, Egypt, Nigeria, Brazil, Mexico, Argentina, Chile, Colombia,

  3. Productivity and performance improvement from industry 4.0 adoption...

    • statista.com
    Updated May 3, 2021
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    Statista (2021). Productivity and performance improvement from industry 4.0 adoption Indonesia 2019 [Dataset]. https://www.statista.com/statistics/1235587/indonesia-improvements-from-industry-4-adoption/
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    Dataset updated
    May 3, 2021
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2019
    Area covered
    Indonesia
    Description

    According to a survey conducted in 2019, ** percent of companies surveyed in Indonesia experienced a 31 to 50 percent improvement in operational productivity and performance from industry 4.0 adoption. Industry 4.0 or the fourth industrial revolution is a term first introduced in the Hannover Fair in 2011 and describes the automation of manufacturing and industrial processes using modern, connected technology such as Internet of Things or IoT, among others.

  4. Industry 4.0 Market Size and Share | Statistics - 2030

    • nextmsc.com
    pdf,excel,csv,ppt
    Updated Nov 29, 2025
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    Next Move Strategy Consulting (2025). Industry 4.0 Market Size and Share | Statistics - 2030 [Dataset]. https://www.nextmsc.com/report/industry-40-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Next Move Strategy Consulting
    License

    https://www.nextmsc.com/privacy-policyhttps://www.nextmsc.com/privacy-policy

    Time period covered
    2023 - 2030
    Area covered
    Global
    Description

    In 2023, Industry 4.0 Market reached a value of USD 115.21 billion, and it is projected to surge to USD 432.99 billion by 2030

  5. Industry 4.0 Market Analysis, Size, and Forecast 2025-2029: North America...

    • technavio.com
    pdf
    Updated Jun 24, 2025
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    Technavio (2025). Industry 4.0 Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, Spain, and UK), APAC (China, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/industry-4-0-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jun 24, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Description

    Snapshot img

    Industry 4.0 Market Size 2025-2029

    The industry 4.0 market size is forecast to increase by USD 471.6 billion at a CAGR of 29.1% between 2024 and 2029.

    The market is driven by the growing need for simplification in complex manufacturing activities. This trend is fueled by the increasing adoption of advanced technologies, such as virtualization of automation control systems, which enable real-time monitoring and optimization of production processes. Green technologies and climate change concerns are shaping the market, with an increasing focus on waste reduction and clean energy. However, the implementation of Industry 4.0 technologies presents several challenges. Technical hurdles, including interoperability issues and data security concerns, hinder the widespread adoption of these solutions.
    To navigate these challenges, organizations must invest in robust integration strategies and prioritize cybersecurity measures to ensure seamless data exchange and protection. Extended reality (XR) and digital twin technologies provide virtual representations of physical assets, enhancing operational efficiency and reducing downtime. By doing so, they can streamline their operations, enhance productivity, and ultimately, drive growth in the market. Companies must address these challenges to effectively capitalize on the opportunities presented by Industry 4.0 and remain competitive in the evolving manufacturing landscape.
    

    What will be the Size of the Industry 4.0 Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    In the market, smart factories are revolutionizing manufacturing processes with advanced sensors, robotics, and machine learning. Customer support is enhanced through virtual representations and AI algorithms, enabling real-time monitoring and resource optimization. Real-time data processing from sensor networks drives clean energy solutions and waste recycling, aligning with sustainability initiatives. Cloud computing and enterprise systems facilitate supply chain efficiency, while edge computing and embedded software manage physical assets.

    Sensor technologies and resource optimization play a crucial role in climate change mitigation efforts.The integration of 3D printing and AI algorithms in manufacturing processes further boosts efficiency and reduces waste. Overall, Industry 4.0 is transforming business operations with a focus on sustainability, efficiency, and real-time data processing.

    How is this Industry 4.0 Industry segmented?

    The industry 4.0 industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Application
    
      Industrial IoT
      Smart factory
      Industrial automation
    
    
    End-user
    
      Manufacturing
      Automotive
      Energy and utilities
      Oil and gas
      Others
    
    
    Component
    
      Hardware
      Software or platforms
      Services
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        Spain
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Application Insights

    The Industrial IoT segment is estimated to witness significant growth during the forecast period. In the evolving industrial landscape, the Internet of Things (IoT) is revolutionizing various sectors by connecting physical devices, machines, and sensors to the Internet for seamless data communication. This network of interconnected objects is transforming industries, from healthcare and transportation to manufacturing and energy, enabling real-time monitoring, predictive maintenance, and resource optimization. IoT devices integrated into manufacturing facilities streamline operations, reduce downtime, and enhance productivity by facilitating faster data transfer and automating repetitive tasks. Advanced sensors and machine learning algorithms help in continuous product quality improvement, while real-time data processing and Edge computing enable quicker decision-making. Cloud computing and collaborative solutions offer accessible training and medical research opportunities, while digitalization and automation in manufacturing plants ensure agile and lean production processes.

    Moreover, the implementation of green infrastructure development, waste-to-energy solutions, and carbon emission tracking supports sustainability and environmental consciousness. The transformative potential of these technologies is evident in the automotive, aerospace, and defense industries, where the adoption of industrial robots, automated manufacturing systems, and predictive maintenance is driving innovation and efficiency. The integration of advanced sensors, AI algorithms, and real-time data analysis in various ind

  6. D

    Digital Twins for Industry 4.0 Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 16, 2025
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    Archive Market Research (2025). Digital Twins for Industry 4.0 Report [Dataset]. https://www.archivemarketresearch.com/reports/digital-twins-for-industry-40-59794
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Mar 16, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Digital Twins for Industry 4.0 market is experiencing robust growth, projected to reach $4149.8 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 21.2% from 2025 to 2033. This expansion is fueled by the increasing adoption of Industry 4.0 technologies across diverse sectors, including aerospace & defense, automotive & transportation, and energy & utilities. The convergence of technologies like IoT, AI, and advanced analytics empowers businesses to create virtual representations of physical assets and processes, enabling predictive maintenance, optimized operations, and accelerated innovation. The market is segmented by twin type (Asset, Process, System) and application, reflecting the diverse use cases driving market growth. Specific drivers include the need for improved efficiency, reduced downtime, enhanced product development, and better risk management. The rising complexity of industrial systems and the growing demand for real-time data analysis are further contributing to this surge. Key trends include the increasing integration of digital twins with cloud platforms for enhanced scalability and data accessibility, the rise of AI-powered digital twins for advanced analytics and predictive capabilities, and the growing adoption of digital twins in smart manufacturing initiatives. While challenges remain, such as the initial investment costs associated with implementing digital twin technologies and the need for skilled professionals to manage and interpret the vast amounts of data generated, these are being offset by the significant long-term benefits, ensuring continued market expansion. The leading companies in this space, including General Electric, PTC, Siemens, and Dassault Systèmes, are actively investing in research and development, fostering innovation and expanding market penetration. The geographic distribution of the market shows strong growth across North America, Europe, and Asia-Pacific, reflecting global adoption of Industry 4.0 principles.

  7. United States Industry 4.0 Market Size, Share, Growth and Industry Report

    • imarcgroup.com
    pdf,excel,csv,ppt
    Updated Apr 3, 2024
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    IMARC Group (2024). United States Industry 4.0 Market Size, Share, Growth and Industry Report [Dataset]. https://www.imarcgroup.com/united-states-industry-4-0-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 3, 2024
    Dataset provided by
    Imarc Group
    Authors
    IMARC Group
    License

    https://www.imarcgroup.com/privacy-policyhttps://www.imarcgroup.com/privacy-policy

    Time period covered
    2024 - 2032
    Area covered
    United States, Global
    Description

    United States industry 4.0 market size reached USD 40.7 Billion in 2024. Looking forward, IMARC Group expects the market to reach USD 242.4 Billion by 2033, exhibiting a growth rate (CAGR) of 19.54% during 2025-2033. The advancements in technology, the widespread adoption of the Internet of Things (IoT), the rise of artificial intelligence (AI) and machine learning (ML), a growing emphasis on sustainability, the expansion of fifth-generation (5G) technology, the impact of the COVID-19 pandemic, and government support for innovation are bolstering the market growth.

    Report Attribute
    Key Statistics
    Base Year
    2024
    Forecast Years
    2025-2033
    Historical Years
    2019-2024
    Market Size in 2024USD 40.7 Billion
    Market Forecast in 2033USD 242.4 Billion
    Market Growth Rate (2025-2033)19.54%

    IMARC Group provides an analysis of the key trends in each segment of the market, along with forecasts at the country level for 2025-2033. Our report has categorized the market based on component, technology type, and end use industry.

  8. I

    Industry 4.0 Market Report

    • promarketreports.com
    doc, pdf, ppt
    Updated Jan 18, 2025
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    Pro Market Reports (2025). Industry 4.0 Market Report [Dataset]. https://www.promarketreports.com/reports/industry-40-market-10522
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Jan 18, 2025
    Dataset authored and provided by
    Pro Market Reports
    License

    https://www.promarketreports.com/privacy-policyhttps://www.promarketreports.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The size of the Industry 4.0 Market market was valued at USD 102.27 billion in 2023 and is projected to reach USD 268.75 billion by 2032, with an expected CAGR of 14.80% during the forecast period. Recent developments include: June 2022: Industry NeXT, a revolutionary architecture from HCL Technologies (HCL), helps clients digitally reimagine their businesses. The Industry NeXT platform from HCL Technologies is based on the industry 4.0 (I4.0) framework and aids businesses worldwide in organizing themselves and smoothly transitioning to a collaborative setting. Linked interactions, robust processes, and the delivery of integrated physical and digital goods and services driven by cutting-edge digital technologies make this feasible., March 2020: For seamless data orchestration from Cisco IoT Edge to Azure IoT Cloud, Cisco Systems Inc. worked with Microsoft Corporation. Customers will benefit from this collaboration's pre-integrated edge-to-cloud application solution and seamless data flow through IoT edge.. Notable trends are: Rising adoption of industry 4.0 across industries to boost the market growth.

  9. Industry 4.0 current and future use of data analytics, by business area, as...

    • statista.com
    Updated Apr 13, 2016
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    Statista (2016). Industry 4.0 current and future use of data analytics, by business area, as of 2016 [Dataset]. https://www.statista.com/statistics/549712/worldwide-survey-use-of-data-analytics-by-business-area/
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    Dataset updated
    Apr 13, 2016
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Nov 2015 - Jan 2016
    Area covered
    Worldwide
    Description

    This statistic shows the level of use of big data analytics in various business areas, according to a 2016 survey conducted by PwC. As of 2016, ** percent of respondents stated that their company was using big data analytics to improve manufacturing and operations planning and controlling, with a further ** percent saying they would potentially be using it in this area within five years.

  10. Global Industry 4.0 Market Size By Technology (Industrial IoT (IIoT),...

    • verifiedmarketresearch.com
    Updated Sep 22, 2025
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    VERIFIED MARKET RESEARCH (2025). Global Industry 4.0 Market Size By Technology (Industrial IoT (IIoT), Artificial Intelligence (AI), Big Data And Analytics), By End User Industry (Automotive, Electronics And Semiconductors, Aerospace And Defense), By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/global-industry-4-0-market-size-and-forecast/
    Explore at:
    Dataset updated
    Sep 22, 2025
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2026 - 2032
    Area covered
    Global
    Description

    Industry 4.0 Market size was valued at USD 151.81 Billion in 2024 and is projected to reach USD 646.46 Billion by 2032, growing at a CAGR of 19.86% from 2026 to 2032.Rising Adoption of Automation, Robotics, and Smart Manufacturing Technologies: The widespread adoption of automation, robotics, and smart manufacturing technologies is a primary driver of the Industry 4.0 market. Modern industrial robots are more than just automated arms; they are becoming collaborative (cobots) and intelligent, working alongside humans and performing complex, repetitive tasks with extreme precision.Increasing Demand for Real Time Data Analytics and Predictive Maintenance: The demand for real time data analytics and predictive maintenance is a powerful catalyst for the Industry 4.0 market.

  11. Industry 4.0 adoption rate among companies in Indonesia 2019

    • statista.com
    Updated May 3, 2021
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    Statista (2021). Industry 4.0 adoption rate among companies in Indonesia 2019 [Dataset]. https://www.statista.com/statistics/1235581/indonesia-state-of-industry-4-adoption/
    Explore at:
    Dataset updated
    May 3, 2021
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2019
    Area covered
    Indonesia
    Description

    According to a survey conducted in 2019, ** percent of companies surveyed in Indonesia were in the state of piloting in terms of adopting Industry 4.0 principles. Industry 4.0 or the fourth industrial revolution is a term first introduced in the Hannover Fair in 2011 and describes the automation of manufacturing and industrial processes using modern, connected technology such as Internet of Things or IoT, among others.

  12. Data from: A hierarchical model for industry 4.0 concepts

    • scielo.figshare.com
    • datasetcatalog.nlm.nih.gov
    tiff
    Updated May 31, 2023
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    Raphaella F. Cordeiro; Luciana P. Reis; June M. Fernandes (2023). A hierarchical model for industry 4.0 concepts [Dataset]. http://doi.org/10.6084/m9.figshare.22650089.v1
    Explore at:
    tiffAvailable download formats
    Dataset updated
    May 31, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    Raphaella F. Cordeiro; Luciana P. Reis; June M. Fernandes
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Abstract Purpose: This research aims to structure a hierarchical model that integrates the industry 4.0 (I4.0) concepts and standardizes concepts based on the literature. Originality/value: Kamble et al. (2018) point out the lack of architecture to represent I4.0 concepts. This paper brings an approach to the relationship between these concepts of I4.0. It expands the studies by Ghobakhloo (2018) and Liao et al. (2017) and homogenizes terms present in the literature. Design/methodology/approach: From a systematic review of the literature in the Scopus and ScienceDirect databases, from 2011 to 2019, 91 articles were reviewed, of which 58 articles were analyzed. Findings: From the literature, the terms related to I4.0 were grouped into three categories: technologies, principles, and dimensions. Technology clusters represent tools used to promote changes and transformations in the processes, here called principles. These changes and transformations create new industry standards, enabling process integration for problem-solving, and contributing to implementing intelligent management. The relationship between these categories results in a hierarchical model for I4.0 concepts. This hierarchical model can be used to identify opportunities for future research, demonstrating associations between categories that have not yet been explored. It opens possibilities for organizations to enter the fourth industrial revolution. The results help practitioners and researchers to understand this new process in detail and facilitate the construction of a valid and operational intelligent manufacturing platform.

  13. s

    Europe Industry 4.0 Market Size, Share, Trends & Insights Report by 2033

    • straitsresearch.com
    pdf,excel,csv,ppt
    Updated Nov 11, 2024
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    Straits Research (2024). Europe Industry 4.0 Market Size, Share, Trends & Insights Report by 2033 [Dataset]. https://straitsresearch.com/report/industry-4.0-market/europe
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Nov 11, 2024
    Dataset authored and provided by
    Straits Research
    License

    https://straitsresearch.com/privacy-policyhttps://straitsresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Europe, Global
    Description

    The Europe Industry 4.0 market revenue is expected to grow from USD 47.03 billion in 2025 to reach USD 136.06 billion by 2033, growing at a CAGR of 14.2% during the forecast period (2025-2033).
    Report Scope:

    Report MetricDetails
    Market Size in 2024 USD 41.18 Billion
    Market Size in 2025 USD 47.03 Billion
    Market Size in 2033 USD 136.06 Billion
    CAGR14.2% (2025-2033)
    Base Year for Estimation 2024
    Historical Data2021-2023
    Forecast Period2025-2033
    Report CoverageRevenue Forecast, Competitive Landscape, Growth Factors, Environment & Regulatory Landscape and Trends
    Segments CoveredBy Technology,By End-User,By Region.

  14. M

    Smart Manufacturing Statistics 2025 By Enhanced Growth

    • scoop.market.us
    Updated Jan 14, 2025
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    Market.us Scoop (2025). Smart Manufacturing Statistics 2025 By Enhanced Growth [Dataset]. https://scoop.market.us/smart-manufacturing-statistics/
    Explore at:
    Dataset updated
    Jan 14, 2025
    Dataset authored and provided by
    Market.us Scoop
    License

    https://scoop.market.us/privacy-policyhttps://scoop.market.us/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    Introduction

    Smart Manufacturing Statistics: Smart manufacturing represents a contemporary industrial strategy using cutting-edge technologies.

    Like the Internet of Things (IoT), Artificial Intelligence (AI), big data analysis, automation, and additive manufacturing.

    To optimize manufacturing processes, boost effectiveness, minimize downtimes, elevate quality control, and provide tailored solutions.

    This transformative approach, although promising substantial advantages, presents difficulties. Such as initial capital requirements, concerns regarding data security, demands for workforce training, intricacies in integrating with existing systems, and adherence to regulatory standards.

    The prospects for smart manufacturing look positive, with continuous technological progress anticipated to enhance accessibility. Which plays a crucial role in the ongoing transformation of manufacturing within Industry 4.0.

    Whereas, Industry 5.0 represents the next evolution in the industrial sector, focusing on the integration of advanced technologies and human creativity.

    https://scoop.market.us/wp-content/uploads/2023/11/Smart-Manufacturing-Statistics.png" alt="Smart Manufacturing Statistics" class="wp-image-39155">
  15. F

    Industry 4.0 Market By Technology [Artificial Intelligence, 5G, Internet of...

    • fnfresearch.com
    pdf
    Updated Oct 31, 2025
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    Facts and Factors (2025). Industry 4.0 Market By Technology [Artificial Intelligence, 5G, Internet of Things (IoT), Blockchain, Augmented Reality & Virtual Reality, and 3D Printing], By End-User (Energy & Power, Aerospace, Logistics, Automotive, and Others), And By Region: Global Industry Outlook, Market Size, Business Intelligence, Consumer Preferences, Statistical Surveys, Comprehensive Analysis, Historical Developments, Current Trends, and Forecast 2021–2028 [Dataset]. https://www.fnfresearch.com/global-industry-40-market-by-technology-artificial-intelligence-963
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Oct 31, 2025
    Dataset authored and provided by
    Facts and Factors
    License

    https://www.fnfresearch.com/privacy-policyhttps://www.fnfresearch.com/privacy-policy

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    [188+ Pages Report] The global Industry 4.0 market witnessed a size of USD 84.59 billion in 2020 and with growth at a CAGR of 19.4% is expected to reach a value of USD 334.18 billion by 2028.

  16. Data from: ‘Evolutions’ and ‘revolutions’ in manufacturers’ implementation...

    • figshare.com
    xlsx
    Updated May 30, 2021
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    Armando Calabrese; Nathan Levialdi Ghiron; Luigi Tiburzi (2021). ‘Evolutions’ and ‘revolutions’ in manufacturers’ implementation of industry 4.0: a literature review, a multiple case study, and a conceptual framework [Dataset]. http://doi.org/10.6084/m9.figshare.11770512.v1
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    May 30, 2021
    Dataset provided by
    Taylor & Francishttps://taylorandfrancis.com/
    Authors
    Armando Calabrese; Nathan Levialdi Ghiron; Luigi Tiburzi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This study addresses Industry 4.0 from a managerial perspective. A systematic literature review is used to identify the Industry 4.0 enabling technologies, strengths, weaknesses, opportunities, and threats, i.e. its ‘E-SWOT’ elements. Then, these elements are analysed interviewing the managers of 39 companies of different sizes, industrial sectors, and service levels. The results show that there are differences in the adoption rates of the enabling technologies depending on the size of the firms, across the four industrial sectors represented. On the other hand, no difference in the adoption rates has been observed among manufacturers with different service levels. The managers view Industry 4.0 as a bundle of technologies facilitating end-to-end industrial process monitoring, and fail to perceive the prospects of developing value-added solutions for their customers. Furthermore, managers are worried that the wave of ‘4.0 innovation’ could enable big and ‘savvy’ tech companies to enter their market and threaten their survival. Based on these results, the research argues that Industry 4.0 represents an ‘evolution’ in factory operations and a potential ‘revolution’ in the manufacturers’ value proposition, and concludes that most manufacturers have so far failed to seise the Industry’s 4.0 revolutionary opportunities.

  17. n

    Data from: Designing industry 4.0 implementation from the initial background...

    • data.niaid.nih.gov
    • datadryad.org
    zip
    Updated Nov 3, 2021
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    Valérie Rocchi; Daniel Brissaud (2021). Designing industry 4.0 implementation from the initial background and context of companies [Dataset]. http://doi.org/10.5061/dryad.qrfj6q5h6
    Explore at:
    zipAvailable download formats
    Dataset updated
    Nov 3, 2021
    Dataset provided by
    Université Grenoble Alpes
    Authors
    Valérie Rocchi; Daniel Brissaud
    License

    https://spdx.org/licenses/CC0-1.0.htmlhttps://spdx.org/licenses/CC0-1.0.html

    Description

    Industry 4.0 is a promising concept that allows industries to meet customers’ demands with flexible and resilient processes, and highly personalised products. This concept is made up of different dimensions. For a long time, innovative digital technology has been thought of as the only dimension to succeed in digital transformation projects. Next, other dimensions have been identified such as organisation, strategy, and human resources as being key while rolling out digital technology in factories. From these findings, researchers have designed industry 4.0 theoretical models and then, built readiness models that allow for analysing the gap between the company initial situation and the theoretical model. Nevertheless, this purely deductive approach does not take into consideration a company’s background and context, and eventually favours one single digital transformation model. This article aims at analysing four actual digital transformation projects and demonstrating that the digital transformation’s success or failure depends on the combination of two variables related to a company’s background and context. This research is based on a double approach: deductive and inductive. First, a literature review has been carried out to define industry 4.0 concept and its main dimensions and digital transformation success factors, as well as barriers, have been investigated. Second, a qualitative survey has been designed to study in-depth four actual industry digital transformation projects, their genesis as well as their execution, to analyse the key variables in succeeding or failing. 46 semi-structured interviews were carried out with projects’ members. The interviews have been analysed with thematic content analysis. Then, each digital transformation project has been modelled regarding the key variables and analysed with regards to succeeding or failing. Investigated projects have consolidated the models of digital transformation. Finally, nine digital transformation models have been identified. Industry practitioners could design their digital transformation project organisation and strategy according to the right model.

    Methods This study relies on a qualitative survey carried on four french industries based on semi-structured interviews.

    The method used to analyse the collected data is the analysis content and especially thematic analysis.

  18. S

    Global Industry 4.0 Technologies Market Strategic Recommendations 2025-2032

    • statsndata.org
    excel, pdf
    Updated Oct 2025
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    Stats N Data (2025). Global Industry 4.0 Technologies Market Strategic Recommendations 2025-2032 [Dataset]. https://www.statsndata.org/report/industry-40-technologies-market-378910
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    pdf, excelAvailable download formats
    Dataset updated
    Oct 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Industry 4.0 Technologies market represents a transformative shift in manufacturing and industrial processes, characterized by the integration of advanced technologies such as the Internet of Things (IoT), artificial intelligence (AI), robotics, and big data analytics. This fourth industrial revolution is not me

  19. B

    Big Data in Manufacturing Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 2, 2025
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    Data Insights Market (2025). Big Data in Manufacturing Report [Dataset]. https://www.datainsightsmarket.com/reports/big-data-in-manufacturing-1364082
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    May 2, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Discover the explosive growth of Big Data in Manufacturing. This comprehensive market analysis reveals key trends, drivers, restraints, and regional insights from 2019-2033, covering predictive maintenance, PLM, and more. Learn about leading companies and lucrative investment opportunities in this rapidly evolving sector.

  20. Supplementary Data: The Role of Industry 4.0 in Manufacturing Sustainability...

    • figshare.com
    • resodate.org
    zip
    Updated Sep 11, 2022
    + more versions
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    Devarajan Ramanujan; William Bernstein; Nancy Diaz Elsayed; Karl Haapala (2022). Supplementary Data: The Role of Industry 4.0 in Manufacturing Sustainability Assessment [Dataset]. http://doi.org/10.6084/m9.figshare.19317821.v3
    Explore at:
    zipAvailable download formats
    Dataset updated
    Sep 11, 2022
    Dataset provided by
    figshare
    Figsharehttp://figshare.com/
    Authors
    Devarajan Ramanujan; William Bernstein; Nancy Diaz Elsayed; Karl Haapala
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset contains the list of publications compiled for the meta-analysis of relevant literature (Section 3) in the above article. Please refer to the following article for details:

    Ramanujan D., Bernstein W.Z., Diaz-Elsayed N., & Haapala K. (2022). The Role of Industry 4.0 Technologies in Manufacturing Sustainability Assessment. ASME Journal of Manufacturing Science and Engineering (accepted)

    The CSV file "dataset_wide_review.csv" contains articles detailed in Section 3.1.1

    The CSV file "dataset_focused_review.csv" contains articles detailed in Section 3.1.2

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Statista, Industry 4.0 technologies to have greatest impact on organizations worldwide 2020 [Dataset]. https://www.statista.com/statistics/1200006/industry-40-technology-greatest-impact-organizations-worldwide/
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Industry 4.0 technologies to have greatest impact on organizations worldwide 2020

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9 scholarly articles cite this dataset (View in Google Scholar)
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2020
Area covered
Worldwide
Description

Industry 4.0 will be relying heavily on Internet of Things (IoT), artificial intelligence (AI), cloud infrastructure, and big data/analytics, forming the big four technologies. IoT is on the top of the list, with nearly ** percent of the respondents acknowledging this would be one of the most impactful industry 4.0 technologies within their organization.

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