Connected Mining Market Analysis North America,APAC,South America,Middle East and Africa,Europe - US,Canada,South Africa,China,Australia - Size and Forecast 2023-2027

Published: Oct 2023 Pages: 170 SKU: IRTNTR41638

Connected Mining Market Forecast 2023-2027

The connected mining market size is estimated to increase by USD 28.44 billion and grow at a CAGR of 20.44% between 2022 and 2027. Market expansion relies on numerous factors, including the burgeoning mining industry, advancements in automated mining equipment technology, and the heightened integration of artificial intelligence, machine learning, and deep learning. However, challenges confront the market, including cybersecurity risks, mine closures, and technical obstacles exacerbated by inadequate information and communications technology (ICT) infrastructure. Despite these hurdles, the mining sector's robust growth trajectory, coupled with ongoing innovations in automated equipment and AI technologies, continues to fuel market expansion. Addressing cybersecurity concerns, mitigating the impact of mine closures, and bolstering ICT infrastructure are critical steps to overcoming market challenges. By navigating these obstacles and leveraging technological advancements, the equipment market can capitalize on emerging opportunities and sustain its growth momentum in the face of evolving industry dynamics.

What will be the Size of the Connected Mining Market During the Forecast Period?

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Segmentation

This report extensively covers market segmentation by type (surface mining and underground mining), product type (automated equipment and component), and geography (North America, APAC, South America, Middle East and Africa, and Europe). It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

Type Segment Analysis: 

The surface mining segment will account for a major share of the market's growth during the forecast period. The surface industry is undergoing digital transformation through the adoption of advanced technologies such as 5G networks, 5G technology, AI, and automation. Open-pit mining remains the most common surface mining technique, utilizing a range of equipment, including trucks, dozers, and excavators. However, the industry is evolving with the integration of digital technologies like IoT, machine learning, and data science. Capital expenditure for solutions includes investment in high-speed internet, cloud computing, and cloud-based deployment. Communication and collaboration are enhanced through advanced technology components like AI-driven equipment simulator systems and cybermine training simulators. Implementation of these technologies faces challenges such as financial constraints, interoperability, and cybersecurity measures including data encryption protocols and cybersecurity training.

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The surface mining segment was valued at USD 7.50 billion in 2017 and continued to grow until 2021. Environmental stewardship remains a priority, with digitalization and automation technologies contributing to machine visibility and maintenance efficiency. Autonomous vehicles and automated equipment are key components of the market, with AI and machine learning enabling real-time data analysis and predictive maintenance. Digitalization also supports industrial IoT and big data applications, driving operational efficiency and productivity. Despite these advancements, the industry must address cyber threats and ensure cybersecurity measures are in place to protect sensitive data and operations. Overall, the market represents a significant investment in digital technologies to optimize surface mining operations on the Earth's surface. With the shift of major centers to emerging economies, the surface segment is expected to grow during the forecast period.

Product Type Segment Analysis:

Based on product type, the market has been segmented into automated equipment and component. The Market encompasses the use of advanced technology in the extraction of minerals and metals through mining operations. This market includes various types, such as surface mining, and employs on-premise deployment of automated systems, including load haul dumps, drillers and breakers, and other mining equipment. Real-time data sharing and remote monitoring enable operational efficiency and plant safety while standardizing communication protocols and sensor networks ensure productivity and productivity challenges are addressed. Professional expertise and technologically skilled employees collaborate with technology providers to implement two-way communications, simulation technology, and third-party applications. Sustainability and safety and security are essential considerations, with a focus on workforce retraining and continuous improvement. Such factors will increase the segment growth during the forecast period.

Regional Analysis

North America is estimated to contribute 34% to the growth by 2027. Technavio’s analysts have elaborately explained the regional trends, drivers, and challenges that are expected to shape the market during the forecast period.

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The market in the region is expected to gain traction during the forecast period owing to increased investment from emerging market vendors. The Minerals and metals industry in North America is experiencing significant growth, with the Market expanding at a rate of 19.98% during the forecast period. This growth is attributed to the vast untapped mineral resources in regions such as Alaska and Nevada, making North America an attractive destination for new investments. The US leads in revenue contribution, with a focus on gold, silver, and lead mines. Connected mining operations utilize various types, including surface mining, and deploy on-premise technology for enhanced Operational efficiency and Plant safety. Real-time data sharing and remote monitoring through Platforms enable Technically skilled employees to address Productivity challenges. Sensor networks and Simulation technology standardize communication protocols, ensuring Safety and security. Sustainability is a priority, with Technology providers integrating Third-party applications, Two-way communications, and Workforce retraining to optimize Resource extraction. Mining companies invest in advanced Sensor networks, Simulation technology, and Safety and security measures to maintain high levels of Professional expertise. The integration of Real-time data sharing, Remote monitoring, and Standardizing communication protocols increases Productivity and ensures Operational efficiency.

Technavio’s Exclusive Market Customer Landscape

Our analysis of the adoption life cycle of the market indicates its movement between the innovator’s stage and the laggard’s stage. The report illustrates the lifecycle of the market, focusing on the adoption rates of the major countries. Technavio has included key purchase criteria, adoption rates, adoption lifecycles, and drivers of price sensitivity to help companies evaluate and develop growth strategies from 2022 to 2027. 

Market Customer Landscape

Market Dynamics and Customer Landscape

In the industry, the adoption of Industrial IoT (Internet of Things) is driving digital transformation through the integration of Big Data, Simulation technology, and Machine Visibility. This connected mining approach enables real-time data sharing between People and Machines, facilitating advanced technologies such as AI (Artificial Intelligence) and two-way communications. The Cloud serves as a platform for implementing these solutions, allowing for the integration of third-party applications and enhancing Plant Safety. The implementation process of Connected Mining involves addressing Financial constraints through Operational Efficiency and Productivity improvements. Workforce retraining is essential to ensure a smooth transition to Digitalization and the effective use of Advanced technologies. Safety and Sustainability are key benefits, with real-time data enabling proactive maintenance and reducing downtime. It represents a significant shift in the mining industry, enabling Communication and Collaboration between various stakeholders and improving overall efficiency. By leveraging Advanced technologies, mining companies can optimize their operations, enhance productivity, and remain competitive in the market. 

Key Market Driver

The growth of the mining industry is the key factor driving the growth of the market. The industry, a significant contributor to the global economy, is experiencing a resurgence due to the recovery of commodity prices and cost-cutting measures. Advanced technologies, including 5G networks and AI, are revolutionizing the sector through automation, autonomous vehicles, and digitalization. High-speed internet enables the implementation of Industrial IoT, Big data, and cloud-based deployment. Cybersecurity measures, such as data encryption protocols and cybermine training simulators, are crucial to mitigate cyber threats.

Digital transformation includes machine learning, data science, and machine visibility, enhancing maintenance and manufacturing activities. Despite financial constraints, investment in advanced components and equipment simulator systems is essential for environmental stewardship and interoperability. The deployment mode of these technologies requires careful consideration to ensure a seamless integration with existing systems. Increased investments in R&D to develop machine learning capabilities so that the automated equipment can adapt to the changing surroundings are expected to drive the growth of the market during the forecast period.

Significant Trends

Increasing adoption of mobile-based technologies is the primary trend in the market. The Market is experiencing significant growth due to the integration of advanced technologies such as 5G networks, AI, machine learning, and IoT. Mining enterprises are leveraging digitalization and industrial IoT to optimize operations, enhance machine visibility, and improve communication and collaboration. Mobile solutions, including autonomous vehicles and cloud-based deployment, enable real-time data access and analysis, reducing capital expenditure and financial constraints.

However, cybersecurity measures, including data encryption protocols and cybermine training simulators, are essential to mitigate cyber threats. The implementation process involves interoperability between various components, including equipment simulator systems and big data analytics. Digital transformation in mining is driven by automation technologies, high-speed internet, and financial investment, with a focus on environmental stewardship and manufacturing activities. Thereby, the growing use of mobile devices and applications in the mining industry is likely to support the growth of the global market over the forecast period.

Major Market Challenge

The risks associated with cybersecurity is a major challenge to the growth of the global market. In the Connected Mining Market, 5G networks and technology play a crucial role in facilitating advanced technologies such as AI, machine learning, and automation. However, the integration of these digital technologies brings about new challenges, particularly in the realm of cybersecurity. Vendors must invest heavily in upgrading their IT systems to adhere to the latest security guidelines and deploy cloud-based solutions for communication and collaboration. Cyber threats are a significant concern, necessitating the implementation of robust cybersecurity measures, including data encryption protocols and machine visibility.

Further, financial constraints and interoperability issues can hinder the digital transformation of the mining industry, which relies heavily on industrial IoT and Big Data. The deployment mode, whether on-premise or cloud-based, also impacts the investment required for implementing advanced technologies. Earth's surface mining operations require continuous maintenance, and component failures can lead to significant downtime. Cybermine training simulators and equipment simulator systems can help mitigate risks and ensure environmental stewardship. High-speed internet and autonomous vehicles are essential components of the connected mining ecosystem, enabling real-time data analysis and efficient manufacturing activities. This will have a negative impact on the growth of the global market during the forecast period.

Who are the Major Connected Mining Market Players?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

ABB Ltd. The company offers connected mining solutions such as abb ability Mine Optimize.

Accenture Plc: The company offers connected mines for operating responsibly, safely, sustainably, and profitably.

We also have detailed analyses of the market’s competitive landscape and offer information on 20 market vendors, including:

  • Caterpillar Inc.
  • Cisco Systems Inc.
  • Hexagon AB
  • Hitachi Ltd.
  • Komatsu Mining Corp.
  • Larsen and Toubro Ltd.
  • Mining TAG
  • Rockwell Automation Inc.
  • SAP SE
  • Telefonaktiebolaget LM Ericsson
  • Thales Group
  • Trimble Inc.
  • Wipro Ltd.
  • Alastri Software
  • Epiroc AB

Technavio report provides an in-depth analysis of the market and its players through combined qualitative and quantitative data. The analysis classifies vendors into categories based on their business approaches, including pure-play, category-focused, industry-focused, and diversified. Vendors are specially categorized into dominant, leading, strong, tentative, and weak, based on their quantitative data analysis.  

Segment Overview

The market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • Type Outlook
    • Surface mining
    • Underground mining
  • Product Type Outlook 
    • Automated equipment
    • Component
  • Region Outlook
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

In the dynamic and evolving mining industry, Connected Mining has emerged as a game-changer. This innovative approach leverages advanced technologies such as 5G networks, IoT sensors, and data analytics to optimize mining operations. With 5G technology, real-time data transfer and analysis become possible, enabling predictive maintenance and efficient resource utilization. Technologies like Artificial Intelligence and machine learning are used to analyze data from various sources, including drones and geological surveys, to improve exploration and extraction processes. Advanced analytics help in identifying trends, predicting equipment failures, and optimizing energy consumption. Companies like Caterpillar, Komatsu, and Cummins are investing in Connected Mining to enhance productivity, reduce costs, and ensure safety. The adoption of Connected Mining is expected to grow significantly in the coming years, driven by the increasing demand for efficient and sustainable mining practices.

Connected Mining Market Scope

Report Coverage

Details

Page number

170

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 20.44%

Market growth 2023-2027

USD 28.44 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

18.56

Regional analysis

North America, APAC, South America, Middle East and Africa, and Europe

Performing market contribution

North America at 34%

Key countries

US, Canada, South Africa, China, and Australia

Competitive landscape

Leading Vendors, Market Positioning of Vendors, Competitive Strategies, and Industry Risks

Key companies profiled

ABB Ltd., Accenture Plc, Caterpillar Inc., Cisco Systems Inc., Hexagon AB, Hitachi Ltd., Komatsu Mining Corp., Larsen and Toubro Ltd., Mining TAG, Rockwell Automation Inc., SAP SE, Telefonaktiebolaget LM Ericsson, Thales Group, Trimble Inc., Wipro Ltd., Alastri Software, Epiroc AB, Micromine Ltd., Symboticware Inc., and Intellisense.Io

Market dynamics

Parent market analysis, Market forecasting, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the market growth and forecasting of the market between 2023 and 2027
  • Precise estimation of the size of the market size and its contribution to the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Growth of the market industry across Europe, North America, APAC, South America, and Middle East and Africa
  • Thorough market growth analysis of the market’s competitive landscape and detailed information about vendors
  • Comprehensive market analysis and report on the factors that will challenge the market research and growth of market companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Type
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Product Type
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global connected mining market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global connected mining market 2017 - 2021 ($ billion)
    • 4.2 Type Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Type Segment 2017 - 2021 ($ billion)
    • 4.3 Product Type Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Product Type Segment 2017 - 2021 ($ billion)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ billion)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ billion)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by Type

    • 6.1 Market segments
      • Exhibit 30: Chart on Type - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Type - Market share 2022-2027 (%)
    • 6.2 Comparison by Type
      • Exhibit 32: Chart on Comparison by Type
      • Exhibit 33: Data Table on Comparison by Type
    • 6.3 Surface mining - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Surface mining - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 35: Data Table on Surface mining - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 36: Chart on Surface mining - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Surface mining - Year-over-year growth 2022-2027 (%)
    • 6.4 Underground mining - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Underground mining - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 39: Data Table on Underground mining - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 40: Chart on Underground mining - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Underground mining - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by Type
      • Exhibit 42: Market opportunity by Type ($ billion)
      • Exhibit 43: Data Table on Market opportunity by Type ($ billion)

    7 Market Segmentation by Product Type

    • 7.1 Market segments
      • Exhibit 44: Chart on Product Type - Market share 2022-2027 (%)
      • Exhibit 45: Data Table on Product Type - Market share 2022-2027 (%)
    • 7.2 Comparison by Product Type
      • Exhibit 46: Chart on Comparison by Product Type
      • Exhibit 47: Data Table on Comparison by Product Type
    • 7.3 Automated equipment - Market size and forecast 2022-2027
      • Exhibit 48: Chart on Automated equipment - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 49: Data Table on Automated equipment - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 50: Chart on Automated equipment - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on Automated equipment - Year-over-year growth 2022-2027 (%)
    • 7.4 Component - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Component - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 53: Data Table on Component - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 54: Chart on Component - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Component - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Product Type
      • Exhibit 56: Market opportunity by Product Type ($ billion)
      • Exhibit 57: Data Table on Market opportunity by Product Type ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 59: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 60: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 61: Chart on Geographic comparison
      • Exhibit 62: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 APAC - Market size and forecast 2022-2027
      • Exhibit 67: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 68: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 69: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.5 South America - Market size and forecast 2022-2027
      • Exhibit 71: Chart on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 72: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 73: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 75: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 76: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 77: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.7 Europe - Market size and forecast 2022-2027
      • Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 87: Chart on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 88: Data Table on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 89: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 Australia - Market size and forecast 2022-2027
      • Exhibit 91: Chart on Australia - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 92: Data Table on Australia - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 93: Chart on Australia - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on Australia - Year-over-year growth 2022-2027 (%)
    • 9.11 Canada - Market size and forecast 2022-2027
      • Exhibit 95: Chart on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 96: Data Table on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 97: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.12 South Africa - Market size and forecast 2022-2027
      • Exhibit 99: Chart on South Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 100: Data Table on South Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 101: Chart on South Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on South Africa - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 103: Market opportunity by geography ($ billion)
      • Exhibit 104: Data Tables on Market opportunity by geography ($ billion)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 105: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 107: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 108: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 109: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 110: Matrix on vendor position and classification
            • 12.3 ABB Ltd.
              • Exhibit 111: ABB Ltd. - Overview
              • Exhibit 112: ABB Ltd. - Business segments
              • Exhibit 113: ABB Ltd. - Key offerings
              • Exhibit 114: ABB Ltd. - Segment focus
            • 12.4 Accenture Plc
              • Exhibit 115: Accenture Plc - Overview
              • Exhibit 116: Accenture Plc - Business segments
              • Exhibit 117: Accenture Plc - Key offerings
              • Exhibit 118: Accenture Plc - Segment focus
            • 12.5 Alastri Software
              • Exhibit 119: Alastri Software - Overview
              • Exhibit 120: Alastri Software - Product / Service
              • Exhibit 121: Alastri Software - Key offerings
            • 12.6 Caterpillar Inc.
              • Exhibit 122: Caterpillar Inc. - Overview
              • Exhibit 123: Caterpillar Inc. - Business segments
              • Exhibit 124: Caterpillar Inc. - Key offerings
              • Exhibit 125: Caterpillar Inc. - Segment focus
            • 12.7 Cisco Systems Inc.
              • Exhibit 126: Cisco Systems Inc. - Overview
              • Exhibit 127: Cisco Systems Inc. - Business segments
              • Exhibit 128: Cisco Systems Inc. - Key news
              • Exhibit 129: Cisco Systems Inc. - Key offerings
              • Exhibit 130: Cisco Systems Inc. - Segment focus
            • 12.8 Epiroc AB
              • Exhibit 131: Epiroc AB - Overview
              • Exhibit 132: Epiroc AB - Business segments
              • Exhibit 133: Epiroc AB - Key news
              • Exhibit 134: Epiroc AB - Key offerings
              • Exhibit 135: Epiroc AB - Segment focus
            • 12.9 Hexagon AB
              • Exhibit 136: Hexagon AB - Overview
              • Exhibit 137: Hexagon AB - Business segments
              • Exhibit 138: Hexagon AB - Key news
              • Exhibit 139: Hexagon AB - Key offerings
              • Exhibit 140: Hexagon AB - Segment focus
            • 12.10 Hitachi Ltd.
              • Exhibit 141: Hitachi Ltd. - Overview
              • Exhibit 142: Hitachi Ltd. - Business segments
              • Exhibit 143: Hitachi Ltd. - Key news
              • Exhibit 144: Hitachi Ltd. - Key offerings
              • Exhibit 145: Hitachi Ltd. - Segment focus
            • 12.11 Komatsu Mining Corp.
              • Exhibit 146: Komatsu Mining Corp. - Overview
              • Exhibit 147: Komatsu Mining Corp. - Business segments
              • Exhibit 148: Komatsu Mining Corp. - Key offerings
              • Exhibit 149: Komatsu Mining Corp. - Segment focus
            • 12.12 Micromine Ltd.
              • Exhibit 150: Micromine Ltd. - Overview
              • Exhibit 151: Micromine Ltd. - Product / Service
              • Exhibit 152: Micromine Ltd. - Key offerings
            • 12.13 Mining TAG
              • Exhibit 153: Mining TAG - Overview
              • Exhibit 154: Mining TAG - Product / Service
              • Exhibit 155: Mining TAG - Key offerings
            • 12.14 Rockwell Automation Inc.
              • Exhibit 156: Rockwell Automation Inc. - Overview
              • Exhibit 157: Rockwell Automation Inc. - Business segments
              • Exhibit 158: Rockwell Automation Inc. - Key news
              • Exhibit 159: Rockwell Automation Inc. - Key offerings
              • Exhibit 160: Rockwell Automation Inc. - Segment focus
            • 12.15 SAP SE
              • Exhibit 161: SAP SE - Overview
              • Exhibit 162: SAP SE - Business segments
              • Exhibit 163: SAP SE - Key news
              • Exhibit 164: SAP SE - Key offerings
              • Exhibit 165: SAP SE - Segment focus
            • 12.16 Telefonaktiebolaget LM Ericsson
              • Exhibit 166: Telefonaktiebolaget LM Ericsson - Overview
              • Exhibit 167: Telefonaktiebolaget LM Ericsson - Business segments
              • Exhibit 168: Telefonaktiebolaget LM Ericsson - Key news
              • Exhibit 169: Telefonaktiebolaget LM Ericsson - Key offerings
              • Exhibit 170: Telefonaktiebolaget LM Ericsson - Segment focus
            • 12.17 Trimble Inc.
              • Exhibit 171: Trimble Inc. - Overview
              • Exhibit 172: Trimble Inc. - Business segments
              • Exhibit 173: Trimble Inc. - Key offerings
              • Exhibit 174: Trimble Inc. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 175: Inclusions checklist
                • Exhibit 176: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 177: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 178: Research methodology
                • Exhibit 179: Validation techniques employed for market sizing
                • Exhibit 180: Information sources
              • 13.5 List of abbreviations
                • Exhibit 181: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

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