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Mining Software Market by Component, Mining Type (Surface, Underground), Application (Exploration, Discovery/Assessment, Development, Production Operations, Reclamation/Closure), Deployment Type and Region - Global Forecast to 2028

April 2023 | 272 pages | ID: M063FFD89054EN
MarketsandMarkets

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The mining software market size is projected to grow from USD 10.1 billion in 2023 to USD 14.9 billion by 2028, at a CAGR of 8.1% during the forecast period. The global mining software market is witnessing significant growth, driven by the increasing demand for automation and digitalization in mining operations. The mining industry is adopting advanced technologies like artificial intelligence, automation, and robotics to enhance operational efficiency, reduce operating costs, and increase productivity. Mining software solutions like geological modeling and mine planning, resource estimation, production planning and scheduling, fleet management, and asset maintenance are crucial for optimizing the mining process, reducing operating costs, and increasing productivity, thereby driving the growth of the mining software market.

'Based On Application, Production Operations Segment Expected To Hold Largest Market Share During Forecast Period'

Mining firms can monitor and manage the production process, increase equipment usage, and decrease downtime with the use of production operations software solutions. Mining businesses may optimize production in both underground and surface mines utilizing these technologies, which will increase productivity and efficiency. In order to optimize their operations and find areas for improvement, businesses can use the software. This can ultimately lead to cost savings and higher profitability.

'By Mining Type, Surface Mining Segment Expected To Hold Largest Market Share During Forecast Period'

The market share can be attributed to the increasing adoption of surface mining techniques by mining companies to extract minerals & ores from the earth's surface. Surface mining is a less expensive and more efficient method of mining compared to underground mining, as it requires less labor and equipment. Moreover, surface mining is widely used to extract minerals such as coal, iron, copper, and gold, which are used in various industries such as energy, construction, and electronics. The adoption of mining software solutions in surface mining operations is increasing as mining companies seek to optimize their operations and improve productivity. Additionally, governments across the world are promoting surface mining operations as a way to boost economic growth and create employment opportunities, which is further driving the growth of the surface mining market.


'Based On Region, Asia Pacific Expected To Hold Largest Market Share During Forecast Period'

The market share can be credited to the mining industry's growing reliance on digital technologies in nations like Australia, China, and India. The demand for mining software solutions to increase operational efficiency, lower costs, and improve safety is being fueled by the region's large investments in mining operations. The demand for minerals and metals from sectors like construction, transportation, and electronics is also a major driver of the region's mining software industry growth.

Breakdown of primaries

The study contains insights from various industry experts, ranging from solution vendors to Tier 1 companies. The break-up of the primaries is as follows:
  • By Company Type: Tier 1 – 62%, Tier 2 – 23%, and Tier 3 – 15%
  • By Designation: C-level –38%, D-level – 30%, and Others – 32%
  • By Region: North America – 40%, Europe – 15%, Asia Pacific – 35%, Middle East- 5%, and Latin America-5%.
The major players operating in the mining software market are Hitachi (Japan), SAP (Germany), Microsoft (US), IBM(US), Hexagon AB (Sweden), Komatsu (Japan), Epiroc AB (Sweden), Sandvik AB (Sweden), RPM Global (Australia), Trimble (US), Rockwell Automation (US), Siemens (Germany), ABB(Switzerland), Cisco (US), Accenture (Ireland), Caterpillar (US). To increase their market positions in the mining software market, these firms are emphasizing on broadening their product portfolios and implementing a myriad of opportunities in this market like partnerships, agreements, and collaborations.

Research Coverage

The market study covers the mining software market size across different segments. It aims at estimating the market size and the growth potential across different segments including component, mining type, application, deployment type, and region. The study further includes an in-depth competitive analysis of the leading market players, along with their company profiles, key observations related to product and business offerings, recent developments, and market strategies.

Key Benefits of Buying the Report

The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the global mining software market and its subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. Moreover, the report will provide insights for stakeholders to understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
  • Analysis of key drivers (Demand for advanced data analytics, Increasing emphasis on environmental sustainability, Need for enhanced safety and security, Growing adoption of automation and robotics, Need for better efficiency and productivity), restraints (Integration with existing systems, Customization to meet unique needs of different mining operations, Limited market penetration in developing countries, Resistance to change and traditional mindsets), opportunities (Growing demand for automation and digitalization in emerging markets, Increasing adoption of Internet of Things (IoT) in the mining industry, Rising demand for predictive maintenance solutions in mining operations, Growing focus on sustainable mining practices and technologies, Increasing need for remote monitoring and control of mining operations), and challenges (Integration with existing systems, Customization to meet unique needs of different mining operations, Limited market penetration in developing countries, Resistance to change and traditional mindsets) influencing the growth of the mining software market.
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the mining software market.
  • Market Development: Comprehensive information about lucrative markets – the report analyses the mining software market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the mining software market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Hitachi (Japan), SAP (Germany), Microsoft (US), IBM(US), Hexagon AB (Sweden), Komatsu (Japan), Epiroc AB (Sweden), Sandvik AB (Sweden), RPM Global (Australia), Trimble (US), Rockwell Automation (US), Siemens (Germany), ABB(Switzerland), Cisco (US), Accenture (Ireland), Caterpillar (US).
1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
  1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
  1.3.1 MARKETS COVERED
FIGURE 1 MINING SOFTWARE MARKET SEGMENTATION
  1.3.2 GEOGRAPHIC SCOPE
FIGURE 2 MINING SOFTWARE MARKET: GEOGRAPHIC SCOPE
  1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATES, 2019–2022
1.5 STAKEHOLDERS

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
FIGURE 3 MINING SOFTWARE MARKET: RESEARCH DESIGN
  2.1.1 SECONDARY DATA
    2.1.1.1 Secondary sources
  2.1.2 PRIMARY DATA
    2.1.2.1 Primary interviews with experts
    2.1.2.2 List of key primary interview participants
    2.1.2.3 Breakdown of primary profiles
    2.1.2.4 Primary sources
    2.1.2.5 Key industry insights
2.2 MARKET SIZE ESTIMATION
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE) - REVENUE FROM SOLUTIONS/SERVICES
  2.2.1 BOTTOM-UP APPROACH
FIGURE 5 BOTTOM-UP APPROACH
FIGURE 6 MARKET SIZE ESTIMATION USING BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES
  2.2.2 TOP-DOWN APPROACH
FIGURE 7 TOP-DOWN APPROACH
  2.2.3 MINING SOFTWARE MARKET ESTIMATION: DEMAND-SIDE ANALYSIS
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS
2.3 DATA TRIANGULATION
FIGURE 9 DATA TRIANGULATION
2.4 FACTOR ANALYSIS
TABLE 2 FACTOR ANALYSIS
2.5 ASSUMPTIONS
2.6 LIMITATIONS
2.7 MINING SOFTWARE MARKET: RECESSION IMPACT

3 EXECUTIVE SUMMARY

FIGURE 10 MINING SOFTWARE MARKET, 2021–2028
FIGURE 11 SHARES OF KEY MARKET SEGMENTS, 2023
FIGURE 12 ASIA PACIFIC TO GROW AT HIGHEST CAGR FROM 2023 TO 2028

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES IN MINING SOFTWARE MARKET
FIGURE 13 INCREASED ADOPTION OF IOT IN MINING INDUSTRY TO PROPEL MARKET GROWTH DURING FORECAST PERIOD
4.2 MINING SOFTWARE MARKET IN NORTH AMERICA, BY COMPONENT AND COUNTRY
FIGURE 14 SOLUTIONS SEGMENT AND US TO LEAD MINING SOFTWARE MARKET IN 2023
4.3 MINING SOFTWARE MARKET IN ASIA PACIFIC, BY COMPONENT AND TOP 2 COUNTRIES
FIGURE 15 SOLUTIONS SEGMENT AND CHINA TO LEAD MINING SOFTWARE MARKET IN 2023
4.4 MINING SOFTWARE MARKET: MAJOR COUNTRIES
FIGURE 16 UAE TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD

5 MARKET OVERVIEW

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 17 MINING SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  5.2.1 DRIVERS
    5.2.1.1 Rise in demand for advanced data analytics
    5.2.1.2 Increased emphasis on environmental sustainability
    5.2.1.3 Increased need for enhanced safety and security
    5.2.1.4 Extensive adoption of automation and robotics
    5.2.1.5 Increased need for improved efficiency and productivity
  5.2.2 RESTRAINTS
    5.2.2.1 Compatibility issues pertaining to integration with existing systems
    5.2.2.2 Requirement of customized solutions to meet unique needs of different mining operations
  5.2.3 OPPORTUNITIES
    5.2.3.1 Rise in demand for automation and digitalization in emerging markets
    5.2.3.2 Increased adoption of IoT in mining industry
    5.2.3.3 Rise in demand for predictive maintenance solutions in mining operations
    5.2.3.4 Increased focus on environmentally sustainable mining practices
    5.2.3.5 Increased need for remote monitoring and control of mining operations
  5.2.4 CHALLENGES
    5.2.4.1 Limited penetration in emerging countries
    5.2.4.2 Resistance to change and traditional mindsets
5.3 INDUSTRY TRENDS
  5.3.1 VALUE CHAIN ANALYSIS
FIGURE 18 MINING SOFTWARE MARKET: VALUE CHAIN ANALYSIS
  5.3.2 ECOSYSTEM ANALYSIS
TABLE 3 MINING SOFTWARE MARKET: ECOSYSTEM
  5.3.3 REGULATORY LANDSCAPE
TABLE 4 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 5 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 6 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 7 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  5.3.4 CASE STUDY ANALYSIS
    5.3.4.1 Boliden chose Komatsu to introduce automated haulage at its copper mine in Sweden
    5.3.4.2 Rio Tinto used FactoryTalk suite of Rockwell Automation to improve transparency in mining operations
    5.3.4.3 Rio Tinto chose Caterpillar to create connected value chain at its Gudai-Darri mine
    5.3.4.4 Maptek provided AI-based algorithms to boost efficiency of drilling and blasting operations of Newmont Corporation
    5.3.4.5 Hexagon provided predictive analytics for fleet management to Anglo American
    5.3.4.6 Surpac offered geostatistical modeling for mining operations to Barrick Gold
    5.3.4.7 IBM offered real-time data analytics for maintenance of mining equipment to Barrick Gold
    5.3.4.8 SAP provided real-time analytics for mining supply chain management to Rio Tinto
  5.3.5 PATENT ANALYSIS
    5.3.5.1 Methodology
    5.3.5.2 Innovation and patent applications
FIGURE 19 NUMBER OF PATENTS GRANTED ANNUALLY, 2012–2022
      5.3.5.2.1 Top applicants
FIGURE 20 TOP 10 PATENT APPLICANTS WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2012–2022
TABLE 8 TOP 20 PATENT OWNERS, 2012–2022
  5.3.6 AVERAGE PRICING ANALYSIS
  5.3.7 PORTER’S FIVE FORCES ANALYSIS
FIGURE 21 IMPACT OF PORTER’S FIVE FORCES MODEL ON MINING SOFTWARE MARKET
TABLE 9 MINING SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS
    5.3.7.1 Threat of new entrants
    5.3.7.2 Threat of substitutes
    5.3.7.3 Bargaining power of suppliers
    5.3.7.4 Bargaining power of buyers
    5.3.7.5 Intensity of competitive rivalry
  5.3.8 TECHNOLOGY ANALYSIS
    5.3.8.1 Artificial Intelligence (AI)
    5.3.8.2 Cloud computing
    5.3.8.3 Digital twin
    5.3.8.4 Internet of Things
    5.3.8.5 Blockchain
    5.3.8.6 Augmented reality
    5.3.8.7 Robotics
    5.3.8.8 Data analytics
    5.3.8.9 Geospatial technology
    5.3.8.10 Wearable technology
  5.3.9 KEY CONFERENCES AND EVENTS, 2022–2023
TABLE 10 MINING SOFTWARE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2022–2023

6 MINING SOFTWARE MARKET, BY COMPONENT

6.1 INTRODUCTION
FIGURE 22 SOLUTIONS TO BE LARGER SEGMENT DURING FORECAST PERIOD
TABLE 11 MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 12 MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
6.2 SOLUTIONS
  6.2.1 IMPLEMENTATION OF ADVANCED MINING SOFTWARE SOLUTIONS FOR EFFICIENT OPERATIONS TO DRIVE SEGMENT
  6.2.2 SOLUTIONS: MINING SOFTWARE MARKET DRIVERS
  6.2.3 SOLUTIONS: RECESSION IMPACT
FIGURE 23 PROCESS CONTROL, ANALYTICS, & REPORTING SEGMENT TO BE LARGEST MARKET DURING FORECAST PERIOD
TABLE 13 COMPONENT: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 14 COMPONENT: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 15 SOLUTIONS: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 16 SOLUTIONS: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.4 WORKFORCE MANAGEMENT
TABLE 17 WORKFORCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 18 WORKFORCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.5 ASSET MAINTENANCE MANAGEMENT
FIGURE 24 RELIABILITY-CENTRIC MAINTENANCE TO BE LARGEST SEGMENT OF ASSET MAINTENANCE MANAGEMENT MARKET DURING FORECAST PERIOD
TABLE 19 SOLUTIONS: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 20 SOLUTIONS: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 21 ASSET MAINTENANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 22 ASSET MAINTENANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.2.5.1 Asset health monitoring
TABLE 23 ASSET HEALTH MONITORING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 24 ASSET HEALTH MONITORING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.2.5.2 Asset performance management
TABLE 25 ASSET PERFORMANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 26 ASSET PERFORMANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.2.5.3 Reliability-centric maintenance
TABLE 27 RELIABILITY-CENTRIC MAINTENANCE: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 28 RELIABILITY-CENTRIC MAINTENANCE: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.6 PROCESS CONTROL, ANALYTICS, & REPORTING
TABLE 29 PROCESS CONTROL, ANALYTICS, & REPORTING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 30 PROCESS CONTROL, ANALYTICS, & REPORTING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.7 FLEET MANAGEMENT
TABLE 31 FLEET MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 32 FLEET MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.8 INDUSTRIAL SAFETY & SECURITY
TABLE 33 INDUSTRIAL SAFETY & SECURITY: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 34 INDUSTRIAL SAFETY & SECURITY: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.9 MINE SITE MODELING & PLANNING
TABLE 35 MINE SITE MODELING & PLANNING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 36 MINE SITE MODELING & PLANNING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.10 ENTERPRISE COLLABORATION
TABLE 37 ENTERPRISE COLLABORATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 38 ENTERPRISE COLLABORATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.2.11 COMPLIANCE MANAGEMENT
TABLE 39 COMPLIANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 40 COMPLIANCE MANAGEMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
6.3 SERVICES
  6.3.1 PROFICIENT SERVICES FOR EFFICIENT IMPLEMENTATION AND MAINTENANCE OF MINING SOFTWARE SOLUTIONS TO BOOST SEGMENT
  6.3.2 SERVICES: MINING SOFTWARE MARKET DRIVERS
  6.3.3 SERVICES: RECESSION IMPACT
FIGURE 25 PROFESSIONAL SERVICES TO BE LARGER SEGMENT DURING FORECAST PERIOD
TABLE 41 COMPONENT: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 42 COMPONENT: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 43 SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 44 SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.3.4 PROFESSIONAL SERVICES
FIGURE 26 TRAINING, SUPPORT, & MAINTENANCE TO BE LARGEST SEGMENT DURING FORECAST PERIOD
TABLE 45 SERVICES: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 46 SERVICES: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 47 PROFESSIONAL SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 48 PROFESSIONAL SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.3.4.1 Advisory
TABLE 49 ADVISORY: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 50 ADVISORY: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.3.4.2 Integration & deployment
TABLE 51 INTEGRATION & DEPLOYMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 52 INTEGRATION & DEPLOYMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
    6.3.4.3 Training, support, & maintenance
TABLE 53 TRAINING, SUPPORT, & MAINTENANCE: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 54 TRAINING, SUPPORT, & MAINTENANCE: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  6.3.5 MANAGED SERVICES
TABLE 55 MANAGED SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 56 MANAGED SERVICES: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)

7 MINING SOFTWARE MARKET, BY DEPLOYMENT TYPE

7.1 INTRODUCTION
FIGURE 27 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 57 MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 58 MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
7.2 ON-PREMISES
  7.2.1 MAXIMIZED CONTROL AND SECURITY TO DRIVE SEGMENT
  7.2.2 ON-PREMISES: MINING SOFTWARE MARKET DRIVERS
  7.2.3 ON-PREMISES: RECESSION IMPACT
TABLE 59 ON-PREMISES: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 60 ON-PREMISES: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
7.3 CLOUD
  7.3.1 ENHANCED EFFICIENCY AND SCALABILITY TO PROPEL SEGMENT
  7.3.2 CLOUD: MINING SOFTWARE MARKET DRIVERS
  7.3.3 CLOUD: RECESSION IMPACT
TABLE 61 CLOUD: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 62 CLOUD: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)

8 MINING SOFTWARE MARKET, BY MINING TYPE

8.1 INTRODUCTION
FIGURE 28 SURFACE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 63 MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 64 MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
8.2 SURFACE
  8.2.1 INCREASED DEMAND FOR MINERALS AND METALS FROM VARIOUS INDUSTRIES TO DRIVE SEGMENT
  8.2.2 SURFACE: MINING SOFTWARE MARKET DRIVERS
  8.2.3 SURFACE: RECESSION IMPACT
FIGURE 29 OPEN-PIT MINING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 65 MINING TYPE: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 66 MINING TYPE: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 67 SURFACE: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 68 SURFACE: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  8.2.4 STRIP MINING
TABLE 69 STRIP MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 70 STRIP MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  8.2.5 OPEN-PIT MINING
TABLE 71 OPEN-PIT MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 72 OPEN-PIT MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  8.2.6 OTHER SURFACE MINING
TABLE 73 OTHER SURFACE MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 74 OTHER SURFACE MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
8.3 UNDERGROUND
  8.3.1 RISE IN DEMAND FOR RARE EARTH MINERALS TO PROPEL SEGMENT
FIGURE 30 ROOM & PILLAR MINING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  8.3.2 UNDERGROUND: MINING SOFTWARE MARKET DRIVERS
  8.3.3 UNDERGROUND: RECESSION IMPACT
TABLE 75 MINING TYPE: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 76 MINING TYPE: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 77 UNDERGROUND MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 78 UNDERGROUND MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  8.3.4 ROOM AND PILLAR MINING
TABLE 79 ROOM AND PILLAR MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 80 ROOM AND PILLAR MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
  8.3.5 OTHER UNDERGROUND MINING
TABLE 81 OTHER UNDERGROUND MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 82 OTHER UNDERGROUND MINING: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)

9 MINING SOFTWARE MARKET, BY APPLICATION

9.1 INTRODUCTION
FIGURE 31 PRODUCTION OPERATION TO BE LARGEST SEGMENT DURING FORECAST PERIOD
TABLE 83 MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 84 MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
9.2 EXPLORATION
  9.2.1 MAXIMIZED RESOURCE DISCOVERY AND REDUCED EXPLORATION COSTS TO BOOST SEGMENT
  9.2.2 EXPLORATION: MINING SOFTWARE MARKET DRIVERS
  9.2.3 EXPLORATION: RECESSION IMPACT
TABLE 85 EXPLORATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 86 EXPLORATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
9.3 ASSESSMENT
  9.3.1 OPTIMIZED MINERAL RESOURCE ESTIMATION TO DRIVE SEGMENT
  9.3.2 ASSESSMENT: MINING SOFTWARE MARKET DRIVERS
  9.3.3 ASSESSMENT: RECESSION IMPACT
TABLE 87 ASSESSMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 88 ASSESSMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
9.4 DEVELOPMENT
  9.4.1 STREAMLINED PLANNING AND DESIGNING WITH USE OF INNOVATIVE SOFTWARE SOLUTIONS TO PROPEL SEGMENT
  9.4.2 DEVELOPMENT: MINING SOFTWARE MARKET DRIVERS
  9.4.3 DEVELOPMENT: RECESSION IMPACT
TABLE 89 DEVELOPMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 90 DEVELOPMENT: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
9.5 PRODUCTION OPERATION
  9.5.1 OPTIMIZED MINING OPERATIONS TO BOOST SEGMENT
  9.5.2 PRODUCTION OPERATION: MINING SOFTWARE MARKET DRIVERS
  9.5.3 PRODUCTION OPERATION: RECESSION IMPACT
TABLE 91 PRODUCTION OPERATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 92 PRODUCTION OPERATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
9.6 RECLAMATION
  9.6.1 RESPONSIBLE MINE CLOSURE AND SITE REHABILITATION TO PROPEL SEGMENT
  9.6.2 RECLAMATION: MINING SOFTWARE MARKET DRIVERS
  9.6.3 RECLAMATION: RECESSION IMPACT
TABLE 93 RECLAMATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 94 RECLAMATION: MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)

10 MINING SOFTWARE MARKET, BY REGION

10.1 INTRODUCTION
FIGURE 32 ASIA PACIFIC TO BE LARGEST MARKET FOR MINING SOFTWARE DURING FORECAST PERIOD
FIGURE 33 ASIA PACIFIC TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
TABLE 95 MINING SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION)
TABLE 96 MINING SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION)
10.2 NORTH AMERICA
  10.2.1 NORTH AMERICA: PESTLE ANALYSIS
  10.2.2 NORTH AMERICA: MARKET DRIVERS
  10.2.3 NORTH AMERICA: RECESSION IMPACT
FIGURE 34 NORTH AMERICA: MARKET SNAPSHOT
TABLE 97 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 98 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 99 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 100 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 101 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 102 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 103 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 104 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 105 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 106 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 107 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 108 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 109 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 110 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 111 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 112 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 113 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 114 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 115 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 116 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 117 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 118 NORTH AMERICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION)
  10.2.4 US
    10.2.4.1 Increased operational efficiency through use of advanced technologies to drive market
TABLE 119 US: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 120 US: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 121 US: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 122 US: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 123 US: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 124 US: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 125 US: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 126 US: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
  10.2.5 CANADA
    10.2.5.1 Extensive adoption of automation technologies to propel market
TABLE 127 CANADA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 128 CANADA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 129 CANADA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 130 CANADA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 131 CANADA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 132 CANADA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 133 CANADA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 134 CANADA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
10.3 EUROPE
  10.3.1 EUROPE: PESTLE ANALYSIS
  10.3.2 EUROPE: MARKET DRIVERS
  10.3.3 EUROPE: RECESSION IMPACT
TABLE 135 EUROPE: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 136 EUROPE: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 137 EUROPE: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 138 EUROPE: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 139 EUROPE: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 140 EUROPE: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 141 EUROPE: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 142 EUROPE: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 143 EUROPE: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 144 EUROPE: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 145 EUROPE: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 146 EUROPE: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 147 EUROPE: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 148 EUROPE: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 149 EUROPE: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 150 EUROPE: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 151 EUROPE: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 152 EUROPE: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 153 EUROPE: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 154 EUROPE: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 155 EUROPE: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 156 EUROPE: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION)
  10.3.4 RUSSIA
    10.3.4.1 Improved mining efficiency and safety to boost market
TABLE 157 RUSSIA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 158 RUSSIA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 159 RUSSIA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 160 RUSSIA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 161 RUSSIA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 162 RUSSIA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 163 RUSSIA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 164 RUSSIA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
  10.3.5 UK
    10.3.5.1 Focus on sustainable mining operations to propel market
  10.3.6 REST OF EUROPE
10.4 ASIA PACIFIC
  10.4.1 ASIA PACIFIC: PESTLE ANALYSIS
  10.4.2 ASIA PACIFIC: MARKET DRIVERS
  10.4.3 ASIA PACIFIC: RECESSION IMPACT
FIGURE 35 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 165 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 166 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 167 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 168 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 169 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 170 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 171 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 172 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 173 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 174 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 175 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 176 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 177 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 178 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 179 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 180 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 181 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 182 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 183 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 184 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 185 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 186 ASIA PACIFIC: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION)
  10.4.4 CHINA
    10.4.4.1 Increased digitalization and introduction of innovative technologies to drive market
TABLE 187 CHINA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 188 CHINA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 189 CHINA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 190 CHINA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 191 CHINA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 192 CHINA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 193 CHINA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 194 CHINA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
  10.4.5 AUSTRALIA
    10.4.5.1 Increased efficiency and sustainability to boost market
  10.4.6 REST OF ASIA PACIFIC
10.5 MIDDLE EAST & AFRICA
  10.5.1 MIDDLE EAST & AFRICA: PESTLE ANALYSIS
  10.5.2 MIDDLE EAST & AFRICA: MARKET DRIVERS
  10.5.3 MIDDLE EAST & AFRICA: RECESSION IMPACT
TABLE 195 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 196 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 197 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 198 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 199 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 200 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 201 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 202 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 203 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 204 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 205 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 206 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 207 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 208 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 209 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 210 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 211 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 212 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 213 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 214 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 215 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 216 MIDDLE EAST & AFRICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION)
  10.5.4 UAE
    10.5.4.1 Rise in efficiency and safety to boost market
  10.5.5 SOUTH AFRICA
    10.5.5.1 Sustainable mining practices through use of innovative software solutions to boost market
  10.5.6 REST OF MIDDLE EAST & AFRICA
10.6 LATIN AMERICA
  10.6.1 LATIN AMERICA: PESTLE ANALYSIS
  10.6.2 LATIN AMERICA: MARKET DRIVERS
  10.6.3 LATIN AMERICA: RECESSION IMPACT
TABLE 217 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION)
TABLE 218 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION)
TABLE 219 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018–2022 (USD MILLION)
TABLE 220 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SOLUTIONS, 2023–2028 (USD MILLION)
TABLE 221 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2018–2022 (USD MILLION)
TABLE 222 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY ASSET MAINTENANCE MANAGEMENT, 2023–2028 (USD MILLION)
TABLE 223 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2018–2022 (USD MILLION)
TABLE 224 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SERVICES, 2023–2028 (USD MILLION)
TABLE 225 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018–2022 (USD MILLION)
TABLE 226 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY PROFESSIONAL SERVICES, 2023–2028 (USD MILLION)
TABLE 227 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2018–2022 (USD MILLION)
TABLE 228 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 229 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2018–2022 (USD MILLION)
TABLE 230 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY MINING TYPE, 2023–2028 (USD MILLION)
TABLE 231 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2018–2022 (USD MILLION)
TABLE 232 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY SURFACE MINING, 2023–2028 (USD MILLION)
TABLE 233 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2018–2022 (USD MILLION)
TABLE 234 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY UNDERGROUND MINING, 2023–2028 (USD MILLION)
TABLE 235 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2018–2022 (USD MILLION)
TABLE 236 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 237 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 238 LATIN AMERICA: MINING SOFTWARE MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION)
  10.6.4 MEXICO
    10.6.4.1 Improved operational efficiency to drive market
  10.6.5 BRAZIL
    10.6.5.1 Enhanced safety and reduced environmental impact to propel market
  10.6.6 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

11.1 INTRODUCTION
11.2 STRATEGIES ADOPTED BY KEY PLAYERS
TABLE 239 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN MINING SOFTWARE MARKET
11.3 KEY MARKET DEVELOPMENTS
  11.3.1 PRODUCT LAUNCHES
TABLE 240 MINING SOFTWARE MARKET: PRODUCT LAUNCHES, FEBRUARY 2021–FEBRUARY 2023
  11.3.2 DEALS
TABLE 241 MINING SOFTWARE MARKET: DEALS, JULY 2022–MARCH 2023
11.4 HISTORICAL REVENUE ANALYSIS
FIGURE 36 HISTORICAL REVENUE ANALYSIS OF LEADING PLAYERS, 2019–2021 (USD MILLION)
11.5 COMPANY EVALUATION QUADRANT
  11.5.1 METHODOLOGY AND DEFINITIONS
TABLE 242 PRODUCT FOOTPRINT WEIGHTAGE
  11.5.2 STARS
  11.5.3 EMERGING LEADERS
  11.5.4 PERVASIVE PLAYERS
  11.5.5 PARTICIPANTS
FIGURE 37 MINING SOFTWARE MARKET: COMPANY EVALUATION QUADRANT, 2022
11.6 COMPANY PRODUCT FOOTPRINT ANALYSIS
TABLE 243 COMPANY FOOTPRINT
TABLE 244 COMPANY FOOTPRINT, BY MINING TYPE
TABLE 245 COMPANY FOOTPRINT, BY COMPONENT
TABLE 246 COMPANY FOOTPRINT, BY REGION
11.7 MARKET SHARE ANALYSIS, 2022
TABLE 247 MINING SOFTWARE MARKET: DEGREE OF COMPETITION
11.8 COMPANY MARKET RANKING ANALYSIS
FIGURE 38 RANKING OF KEY PLAYERS IN MINING SOFTWARE MARKET, 2022
11.9 STARTUPS/SMES EVALUATION QUADRANT
  11.9.1 METHODOLOGY AND DEFINITIONS
FIGURE 39 STARTUPS/SMES EVALUATION MATRIX: WEIGHTAGE CRITERIA
  11.9.2 PROGRESSIVE COMPANIES
  11.9.3 RESPONSIVE COMPANIES
  11.9.4 DYNAMIC COMPANIES
  11.9.5 STARTING BLOCKS
FIGURE 40 MINING SOFTWARE MARKET STARTUPS/SMES: COMPANY EVALUATION MATRIX, 2022
11.10 DETAILED LIST OF KEY STARTUPS/SMES

12 COMPANY PROFILES

12.1 MAJOR PLAYERS
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
  12.1.1 HITACHI
TABLE 248 HITACHI: BUSINESS OVERVIEW
FIGURE 41 HITACHI: COMPANY SNAPSHOT
TABLE 249 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 250 HITACHI: PRODUCT LAUNCHES
TABLE 251 HITACHI: DEALS
  12.1.2 MICROSOFT
TABLE 252 MICROSOFT: BUSINESS OVERVIEW
FIGURE 42 MICROSOFT: COMPANY SNAPSHOT
TABLE 253 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 254 MICROSOFT: DEALS
  12.1.3 IBM
TABLE 255 IBM: BUSINESS OVERVIEW
FIGURE 43 IBM: COMPANY SNAPSHOT
TABLE 256 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 257 IBM: DEALS
  12.1.4 HEXAGON
TABLE 258 HEXAGON: BUSINESS OVERVIEW
FIGURE 44 HEXAGON: COMPANY SNAPSHOT
TABLE 259 HEXAGON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 260 HEXAGON: PRODUCT LAUNCHES
TABLE 261 HEXAGON: DEALS
  12.1.5 KOMATSU
TABLE 262 KOMATSU: BUSINESS OVERVIEW
FIGURE 45 KOMATSU: COMPANY SNAPSHOT
TABLE 263 KOMATSU: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 264 KOMATSU: PRODUCT LAUNCHES
TABLE 265 KOMATSU: DEALS
  12.1.6 SAP
TABLE 266 SAP: BUSINESS OVERVIEW
FIGURE 46 SAP: COMPANY SNAPSHOT
TABLE 267 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 268 SAP: DEALS
  12.1.7 EPIROC
TABLE 269 EPIROC: BUSINESS OVERVIEW
FIGURE 47 EPIROC: COMPANY SNAPSHOT
TABLE 270 EPIROC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 271 EPIROC: DEALS
  12.1.8 SANDVIK
TABLE 272 SANDVIK: BUSINESS OVERVIEW
FIGURE 48 SANDVIK: COMPANY SNAPSHOT
TABLE 273 SANDVIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 274 SANDVIK: DEALS
  12.1.9 RPMGLOBAL
TABLE 275 RPMGLOBAL: BUSINESS OVERVIEW
FIGURE 49 RPMGLOBAL: COMPANY SNAPSHOT
TABLE 276 RPMGLOBAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 277 RPMGLOBAL: PRODUCT LAUNCHES
TABLE 278 RPMGLOBAL: DEALS
  12.1.10 TRIMBLE
TABLE 279 TRIMBLE: BUSINESS OVERVIEW
FIGURE 50 TRIMBLE: COMPANY SNAPSHOT
TABLE 280 TRIMBLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 281 TRIMBLE: PRODUCT LAUNCHES
TABLE 282 TRIMBLE: DEALS
  12.1.11 ROCKWELL AUTOMATION
TABLE 283 ROCKWELL AUTOMATION: COMPANY OVERVIEW
  12.1.12 SIEMENS
TABLE 284 SIEMENS: COMPANY OVERVIEW
  12.1.13 ABB
TABLE 285 ABB: COMPANY OVERVIEW
  12.1.14 CISCO
TABLE 286 CISCO: COMPANY OVERVIEW
  12.1.15 ACCENTURE
TABLE 287 ACCENTURE: COMPANY OVERVIEW
  12.1.16 CATERPILLAR
TABLE 288 CATERPILLAR: COMPANY OVERVIEW
12.2 STARTUPS/SMES
  12.2.1 SERVICEMAX
TABLE 289 SERVICEMAX: COMPANY OVERVIEW
  12.2.2 GROUNDHOG APPS
TABLE 290 GROUNDHOG APPS: COMPANY OVERVIEW
  12.2.3 RIO TINTO
TABLE 291 RIO TINTO: COMPANY OVERVIEW
  12.2.4 FASTRAK SOFTWORKS
TABLE 292 FASTRAK SOFTWORKS: COMPANY OVERVIEW
  12.2.5 ILOBBY
TABLE 293 ILOBBY: COMPANY OVERVIEW
  12.2.6 DINGO SOFTWARE
TABLE 294 DINGO SOFTWARE: COMPANY OVERVIEW
  12.2.7 INFOTEK SOFTWARE
TABLE 295 INFOTEK SOFTWARE: COMPANY OVERVIEW
  12.2.8 DATAMINE
TABLE 296 DATAMINE: COMPANY OVERVIEW
  12.2.9 TROBEXIS
TABLE 297 TROBEXIS: COMPANY OVERVIEW
  12.2.10 MAPTEK
TABLE 298 MAPTEK: COMPANY OVERVIEW
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.

13 ADJACENT/RELATED MARKETS

13.1 INTRODUCTION
  13.1.1 LIMITATIONS
13.2 WORKPLACE SAFETY MARKET – GLOBAL FORECAST TO 2027
  13.2.1 MARKET DEFINITION
  13.2.2 MARKET OVERVIEW
    13.2.2.1 Workplace safety market, by component
TABLE 299 WORKPLACE SAFETY MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 300 WORKPLACE SAFETY MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
    13.2.2.2 Workplace safety market, by system
TABLE 301 WORKPLACE SAFETY MARKET SIZE, BY SYSTEM, 2016–2021 (USD MILLION)
TABLE 302 WORKPLACE SAFETY MARKET SIZE, BY SYSTEM, 2022–2027(USD MILLION)
    13.2.2.3 Workplace safety market, by application
TABLE 303 WORKPLACE SAFETY MARKET SIZE, BY APPLICATION, 2016–2021 (USD MILLION)
TABLE 304 WORKPLACE SAFETY MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION)
    13.2.2.4 Workplace safety market, by deployment mode
TABLE 305 WORKPLACE SAFETY MARKET SIZE, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
TABLE 306 WORKPLACE SAFETY MARKET SIZE, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
    13.2.2.5 Workplace safety market, by end user
TABLE 307 WORKPLACE SAFETY MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 308 WORKPLACE SAFETY MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
    13.2.2.6 Workplace safety market, by region
TABLE 309 WORKPLACE SAFETY MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 310 WORKPLACE SAFETY MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
13.3 INTERNET OF THINGS IN ENERGY MARKET – GLOBAL FORECAST TO 2025
  13.3.1 MARKET DEFINITION
  13.3.2 MARKET OVERVIEW
    13.3.2.1 Network automation market, by component
TABLE 311 IOT IN ENERGY MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
    13.3.2.2 Network automation market, by solution
TABLE 312 IOT IN ENERGY MARKET SIZE, BY SOLUTIONS, 2018–2025 (USD MILLION)
    13.3.2.3 Network automation market, by service
TABLE 313 COMPONENT: IOT IN ENERGY MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)

14 APPENDIX

14.1 DISCUSSION GUIDE
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.3 CUSTOMIZATION OPTIONS
14.4 RELATED REPORTS
14.5 AUTHOR DETAILS


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