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Digital Mining - Global Strategic Business Report

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    Report

  • 92 Pages
  • November 2024
  • Region: Global
  • Global Industry Analysts, Inc
  • ID: 5302999
The global market for Digital Mining was estimated at US$19.4 Billion in 2023 and is projected to reach US$43.2 Billion by 2030, growing at a CAGR of 12.1% from 2023 to 2030. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.

Global Digital Mining Market - Key Trends & Drivers Summarized

How Is Digital Transformation Revolutionizing the Mining Industry?

Digital mining encompasses the adoption of advanced technologies to enhance efficiency, safety, and productivity within the mining sector. By incorporating tools such as IoT, automation, data analytics, and artificial intelligence (AI), mining companies are increasingly able to optimize operations and decision-making processes. IoT sensors provide real-time data on equipment performance, resource utilization, and environmental conditions, enabling miners to make proactive adjustments that prevent downtime and improve resource allocation. In addition, automation of heavy machinery, such as trucks and drills, has transformed operational safety, reducing the need for human workers in hazardous areas and enabling remote control of equipment.

The transition to digital mining is driven by the need for greater transparency and sustainability. With advanced analytics, mining companies can monitor energy consumption, optimize water use, and reduce environmental impact. Furthermore, digital solutions enable predictive maintenance, allowing companies to anticipate equipment failures before they occur, leading to cost savings and extended machinery lifespan. As regulatory pressures on mining companies intensify and demand for sustainable mining practices grows, the digitalization of the mining industry has become essential. By integrating digital technologies, mining companies are modernizing workflows and aligning operations with higher sustainability standards.

What Role Do AI and Data Analytics Play in Digital Mining?

AI and data analytics have become central to digital mining, empowering companies to make informed, data-driven decisions. Machine learning algorithms analyze vast amounts of geological and operational data, identifying patterns and predicting outcomes, such as ore quality and mine yield. These insights guide decisions on where to focus drilling efforts, reducing waste and maximizing resource extraction. Moreover, AI-driven predictive models allow for real-time adjustments in production rates based on market demand, operational constraints, or environmental conditions, enabling mining companies to maintain a flexible and adaptive approach to extraction.

Data analytics further enhance efficiency by providing mining companies with an in-depth view of their operations. By analyzing performance data from equipment and workflows, mining companies can optimize resource usage and improve productivity. Additionally, digital twins, virtual models that simulate mining operations, allow companies to test various scenarios and identify potential bottlenecks without disrupting actual operations. As data analytics and AI continue to evolve, their role in digital mining is expected to deepen, enabling more precise and efficient extraction practices and helping companies stay competitive in a resource-intensive industry.

How Is Automation Enhancing Productivity and Safety in Mining?

Automation has introduced a new era of productivity and safety in mining, where traditionally high-risk tasks are now performed by autonomous vehicles, drones, and robotic machinery. Automated haul trucks, drilling rigs, and loaders are increasingly used in mining sites worldwide, allowing companies to operate in hazardous areas while keeping personnel at a safe distance. Drones provide an aerial perspective for mapping and surveying, helping to assess terrain and track environmental impact without placing workers at risk. Automation not only improves safety but also enhances productivity, as machines can operate continuously without the need for rest, significantly increasing output.

Furthermore, remote control and monitoring of equipment have made it possible to centralize mining operations, allowing operators to manage sites from miles away. With advances in wireless connectivity and IoT integration, mining companies can oversee and adjust processes in real-time, reducing operational delays and optimizing resource use. Automated equipment also requires less maintenance, thanks to predictive monitoring and diagnostics, resulting in fewer breakdowns and lower repair costs. Automation has, thus, become a driving force in mining, addressing both productivity goals and safety concerns in an industry where operational efficiency and worker well-being are critical.

What Are the Key Factors Driving the Growth of the Digital Mining Market?

The growth in the digital mining market is driven by several factors, including the need for increased operational efficiency and productivity amid rising demand for minerals and resources. With dwindling ore quality and increasing costs of extraction, mining companies are leveraging digital technologies like IoT, AI, and automation to streamline processes, optimize resource usage, and maximize yields. The industry's commitment to safety has also been a significant driver, as digital solutions allow companies to monitor, predict, and mitigate risks, reducing accidents and enhancing worker protection in hazardous mining environments.

The push toward sustainable and eco-friendly mining practices further fuels market growth, as digital solutions enable real-time environmental monitoring, helping companies reduce their ecological footprint. Regulatory pressures and community expectations around sustainability are prompting mining firms to adopt digital strategies that help minimize water consumption, lower emissions, and monitor land reclamation. Additionally, the integration of data analytics for predictive maintenance reduces equipment failures and extends machinery lifespan, leading to cost savings and operational continuity. Growing investments in digital mining technologies by major industry players are accelerating the digital transformation of mining, positioning it as a cornerstone of modern, sustainable mining practices.

How Is Digital Mining Shaping the Future of Resource Extraction?

Digital mining is set to redefine the future of resource extraction by fostering a more efficient, safe, and sustainable industry. Advanced digital technologies, such as AI, machine learning, and automation, are not only enhancing current operations but also enabling the industry to explore new frontiers, including deep-sea and asteroid mining. With predictive analytics and digital twins, companies can simulate extraction in remote or challenging environments, allowing for better risk management and planning. These capabilities are crucial as mining companies face the dual challenge of meeting rising global demand for resources while addressing environmental and ethical concerns.

Moreover, the digital transformation of mining is empowering companies to improve transparency and accountability, both of which are increasingly valued by stakeholders and regulatory bodies. Blockchain technology is even beginning to influence the industry by providing secure and transparent records of mineral sourcing, helping to combat issues related to “conflict minerals” and ensuring compliance with ethical sourcing standards. As digital mining continues to evolve, it promises not only to improve operational outcomes but also to elevate industry standards, fostering a more responsible approach to resource extraction that aligns with global expectations for sustainability and corporate responsibility.

Key Insights:

  • Market Growth: Understand the significant growth trajectory of the Automation & Robotics Technology segment, which is expected to reach US$17.1 Billion by 2030 with a CAGR of a 10.6%. The Cybersecurity Technology segment is also set to grow at 13.8% CAGR over the analysis period.
  • Regional Analysis: Gain insights into the U.S. market, which was estimated at $5.1 Billion in 2023, and China, forecasted to grow at an impressive 15.9% CAGR to reach $10.3 Billion by 2030. Discover growth trends in other key regions, including Japan, Canada, Germany, and the Asia-Pacific.

Why You Should Buy This Report:

  • Detailed Market Analysis: Access a thorough analysis of the Global Digital Mining Market, covering all major geographic regions and market segments.
  • Competitive Insights: Get an overview of the competitive landscape, including the market presence of major players across different geographies.
  • Future Trends and Drivers: Understand the key trends and drivers shaping the future of the Global Digital Mining Market.
  • Actionable Insights: Benefit from actionable insights that can help you identify new revenue opportunities and make strategic business decisions.

Key Questions Answered:

  • How is the Global Digital Mining Market expected to evolve by 2030?
  • What are the main drivers and restraints affecting the market?
  • Which market segments will grow the most over the forecast period?
  • How will market shares for different regions and segments change by 2030?
  • Who are the leading players in the market, and what are their prospects?

Report Features:

  • Comprehensive Market Data: Independent analysis of annual sales and market forecasts in US$ Million from 2023 to 2030.
  • In-Depth Regional Analysis: Detailed insights into key markets, including the U.S., China, Japan, Canada, Europe, Asia-Pacific, Latin America, Middle East, and Africa.
  • Company Profiles: Coverage of major players in the Digital Mining market such as ABB Ltd., Caterpillar Inc., Cisco Systems, Inc., General Electric Company, Hatch Ltd. and more.
  • Complimentary Updates: Receive free report updates for one year to keep you informed of the latest market developments.

Some of the 36 companies featured in this Digital Mining market report include:

  • ABB Ltd.
  • Caterpillar Inc.
  • Cisco Systems, Inc.
  • General Electric Company
  • Hatch Ltd.
  • Hexagon AB
  • Huawei
  • IBM Corporation
  • Itelligence
  • Komatsu Mining Corp
  • Rockwell Automation, Inc.
  • Sandvik AB
  • SAP SE
  • Siemens
  • Wipro

Table of Contents

I. METHODOLOGYII. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
  • Influencer Market Insights
  • World Market Trajectories
  • Global Economic Update
  • Digital Mining - Global Key Competitors Percentage Market Share in 2024 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
  • Growing Adoption of Automation in Mining Operations Drives Demand for Advanced Digital Mining Platforms and Technologies
  • Increasing Need for Operational Efficiency and Cost Reduction in Mining Boosts Adoption of Digital Mining Solutions
  • Rising Implementation of Internet of Things (IoT) in Mining Operations Expands Market for Real-Time Digital Monitoring Solutions
  • Advancements in Artificial Intelligence and Machine Learning Propel Growth in Predictive Maintenance for Digital Mining
  • Focus on Environmental Sustainability and Reduction of Carbon Footprint Strengthens Business Case for Digital Mining
  • Emergence of Autonomous Haulage and Drilling Systems Expands Demand for Digital Mining Platforms with Remote Control Capabilities
  • Integration of Cloud Computing in Mining Operations Provides Scalable Data Storage and Analysis Solutions
  • Growing Use of Drones and Robotics for Mapping and Surveying Expands Opportunities for Digital Mining Platforms
  • Use of Big Data Analytics in Mining to Optimize Ore Extraction and Processing Expands Application of Digital Mining Platforms
  • Increased Adoption of Blockchain for Transparent and Secure Supply Chain Management in Mining Boosts Market Growth
  • Growing Investment in Mineral Exploration and Extraction in Emerging Markets Expands Digital Mining Market Potential
  • Demand for Remote Operability and Monitoring in Harsh Environments Spurs Adoption of Rugged Digital Mining Platforms
  • Shift Toward Predictive Analytics in Mining for Equipment Maintenance and Risk Management Drives Digital Mining Market
4. GLOBAL MARKET PERSPECTIVE
  • Table 1: World Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 2: World Historic Review for Digital Mining by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 3: World 16-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2024 & 2030
  • Table 4: World Recent Past, Current & Future Analysis for Automation & Robotics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 5: World Historic Review for Automation & Robotics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 6: World 16-Year Perspective for Automation & Robotics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 7: World Recent Past, Current & Future Analysis for Cybersecurity by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 8: World Historic Review for Cybersecurity by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 9: World 16-Year Perspective for Cybersecurity by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 10: World Recent Past, Current & Future Analysis for Real Time Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 11: World Historic Review for Real Time Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 12: World 16-Year Perspective for Real Time Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 13: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 14: World Historic Review for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 15: World 16-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 16: World Recent Past, Current & Future Analysis for Iron & Ferro Alloys by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 17: World Historic Review for Iron & Ferro Alloys by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 18: World 16-Year Perspective for Iron & Ferro Alloys by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 19: World Recent Past, Current & Future Analysis for Non-Ferrous Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 20: World Historic Review for Non-Ferrous Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 21: World 16-Year Perspective for Non-Ferrous Metals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 22: World Recent Past, Current & Future Analysis for Precious Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 23: World Historic Review for Precious Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 24: World 16-Year Perspective for Precious Metals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
  • Table 25: World Digital Mining Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
III. MARKET ANALYSIS
UNITED STATES
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
  • Table 26: USA Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 27: USA Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 28: USA 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 29: USA Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 30: USA Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 31: USA 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
CANADA
  • Table 32: Canada Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 33: Canada Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 34: Canada 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 35: Canada Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 36: Canada Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 37: Canada 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
JAPAN
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
  • Table 38: Japan Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 39: Japan Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 40: Japan 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 41: Japan Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 42: Japan Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 43: Japan 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
CHINA
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
  • Table 44: China Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 45: China Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 46: China 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 47: China Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 48: China Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 49: China 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
EUROPE
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
  • Table 50: Europe Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 51: Europe Historic Review for Digital Mining by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 52: Europe 16-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2024 & 2030
  • Table 53: Europe Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 54: Europe Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 55: Europe 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 56: Europe Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 57: Europe Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 58: Europe 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
FRANCE
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
  • Table 59: France Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 60: France Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 61: France 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 62: France Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 63: France Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 64: France 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
GERMANY
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
  • Table 65: Germany Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 66: Germany Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 67: Germany 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 68: Germany Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 69: Germany Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 70: Germany 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
ITALY
  • Table 71: Italy Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 72: Italy Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 73: Italy 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 74: Italy Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 75: Italy Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 76: Italy 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
UNITED KINGDOM
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
  • Table 77: UK Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 78: UK Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 79: UK 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 80: UK Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 81: UK Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 82: UK 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
SPAIN
  • Table 83: Spain Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 84: Spain Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 85: Spain 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 86: Spain Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 87: Spain Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 88: Spain 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
RUSSIA
  • Table 89: Russia Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 90: Russia Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 91: Russia 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 92: Russia Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 93: Russia Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 94: Russia 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
REST OF EUROPE
  • Table 95: Rest of Europe Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 96: Rest of Europe Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 97: Rest of Europe 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 98: Rest of Europe Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 99: Rest of Europe Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 100: Rest of Europe 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
ASIA-PACIFIC
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
  • Table 101: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • Table 102: Asia-Pacific Historic Review for Digital Mining by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 103: Asia-Pacific 16-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2024 & 2030
  • Table 104: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 105: Asia-Pacific Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 106: Asia-Pacific 16-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2014, 2024 & 2030
  • Table 107: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • Table 108: Asia-Pacific Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
  • Table 109: Asia-Pacific 16-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2014, 2024 & 2030
AUSTRALIA
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
INDIA
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
SOUTH KOREAREST OF ASIA-PACIFIC
LATIN AMERICA
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
ARGENTINABRAZILMEXICOREST OF LATIN AMERICA
MIDDLE EAST
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
IRANISRAELSAUDI ARABIAUNITED ARAB EMIRATESREST OF MIDDLE EAST
AFRICA
  • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
IV. COMPETITION

Companies Mentioned

  • ABB Ltd.
  • Caterpillar Inc.
  • Cisco Systems, Inc.
  • General Electric Company
  • Hatch Ltd.
  • Hexagon AB
  • Huawei
  • IBM Corporation
  • Itelligence
  • Komatsu Mining Corp
  • Rockwell Automation, Inc.
  • Sandvik AB
  • SAP SE
  • Siemens
  • Wipro

Table Information