Name: AI in Mining Market by Offering (Software, Services), Mining Type (Surface, Underground), Deployment Mode (On-Premises, Cloud, Hybrid), Technology (Generative AI, Machine Learning, NLP), Application, Vertical, and Region - Global Forecast to 2032
Brand: MarketsandMarkets
SKU: SE9611
Price: 4950 USD
Availability: InStock

報告摘要

The AI in mining market is anticipated to grow from USD 2.60 billion in 2025 to USD 9.93 billion by 2032, at a CAGR of 21.1% between 2025 and 2032. The AI in mining market is driven by rapid digital transformation and the increasing deployment of IoT, cloud computing, and 5G connectivity across mining sites. The expanding adoption of autonomous haulage systems, smart drilling, and fleet management platforms accelerates automation and enables remote operations, particularly in complex and inaccessible mining locations. “Generative AI technology segment is estimated to hold the largest market share in 2030.” The generative AI technology segment is expected to account for the largest share of the AI in mining market in 2030 due to its ability to enhance operational efficiency, decision-making, and predictive capabilities across mining processes. Generative AI can analyze massive volumes of geological, operational, and sensor data to generate actionable insights, simulations, and predictive models, enabling mining companies to optimize exploration, drilling, and extraction strategies. By producing accurate 3D models of ore bodies, predicting equipment failures, and simulating mining scenarios, generative AI reduces operational risks, downtime, and costs. Additionally, it accelerates design and planning workflows, allowing engineers to test multiple approaches virtually before implementation. The technology also supports environmental compliance and safety management by generating predictive alerts for hazardous conditions and tailings management. Its integration with other AI tools, such as computer vision and IoT analytics, further amplifies value across end-to-end mining operations. Given the growing demand for advanced analytics, automation, and smarter resource utilization, generative AI provides a scalable and intelligent solution that addresses both operational and strategic challenges, securing its position as the leading technology segment in the AI in mining market. “Services segment is estimated to record the highest CAGR during the forecast period.” The services segment is expected to grow at the highest CAGR in the AI in mining market during the forecast period due to the increasing reliance of mining companies on consulting, system integration, training, and managed services to successfully deploy and scale advanced AI solutions. As mining operations become more complex and digitally connected, companies require specialized expertise to integrate AI platforms with existing equipment, IoT devices, enterprise systems, and remote operational centers. Services are crucial in customizing AI use cases, such as predictive maintenance, fleet optimization, geological modeling, and safety monitoring, to meet site-specific challenges and regulatory requirements. Additionally, the shortage of skilled AI and data science professionals within the mining sector pushes operators to depend heavily on third-party service providers for ongoing support, real-time performance monitoring, and continuous model improvements. Managed services and subscription-based deployment models further drive the demand by reducing upfront investment costs and ensuring long-term ROI through outcome-based performance contracts. As AI transitions from pilot projects to full-scale implementation, service providers become essential partners, fueling the segmental growth. “Asia Pacific is projected to hold the largest share of the AI in mining market in 2030.” Asia Pacific is estimated to hold the largest market share in 2030 due to the massive mining infrastructure expansion, the growing industrial output, and the rising demand for metals, minerals, and coal required for energy production and manufacturing. China, Australia, India, and Indonesia are among the world’s largest producers of essential raw materials, including iron ore, copper, gold, lithium, and coal, leading to substantial investment in mining modernization. The increasing need for operational efficiency, cost optimization, and high productivity has accelerated the adoption of advanced AI technologies, such as predictive analytics, autonomous haulage systems, AI-powered drilling optimization, and real-time equipment monitoring. Government initiatives supporting digital transformation and Industry 4.0 integration in mining, along with large-scale public and private funding for automation, further strengthen AI deployment. Additionally, the high availability of skilled engineering talent and rapidly evolving digital infrastructure—5G connectivity and cloud computing platforms—enable seamless integration of AI solutions across remote mining sites. As the region continues to scale mineral extraction to support electronics, EV batteries, and renewable energy industries, it is positioned to lead the AI in mining market by 2030. Extensive primary interviews were conducted with key industry experts in the AI in mining to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakdown of primary participants for the report is provided below: The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows: • By Company Type: Tier 1–40%, Tier 2–35%, and Tier 3–25% • By Designation: C-level Executives–45%, Directors–40%, and Others–15% • By Region: North America–30%, Europe–20%, Asia Pacific–35%, and RoW–15% The report profiles key players in the AI in mining market with their respective market ranking analysis. Prominent players profiled in this report are Caterpillar (US), Komatsu Ltd. (Japan), Sandvik AB (Sweden), Epiroc AB (Sweden), Hitachi Construction Machinery Co., Ltd. (Japan), Hexagon AB (Sweden), Rockwell Automation (US), Siemens (Germany), Trimble Inc. (US), ABB (Switzerland), Microsoft (US), and SAP SE (Germany), among others. Apart from this, IBM (US), RPMGLOBAL HOLDINGS LIMITED (Australia), Liebheer (Switzerland), GroundHog (US), Haultrax (Australia), Micromine (Australia), SYMX.AI (Canada), The Tomorrow Companies Inc. (US), VRIFY (US), IntelliSense.io (UK), Orica Limited. (Australia), MineSense Technologies Ltd. (Canada), Exyn Technologies (US), among others, are among the few other companies in the AI in mining market. Research Coverage: This research report categorizes the AI in mining market based on offering, mining type, deployment mode, technology, application, vertical, and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the AI in mining market and forecasts the same till 2032. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the AI in mining market ecosystem. Key Benefits of Buying the Report The report will help the market leaders/new entrants in this market with information on the closest approximations of the numbers for the overall AI in mining market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. The report provides insights into the following pointers: • Analysis of key drivers (strong focus on AI-enabled safety, efficiency, and productivity improvements), restraints (high deployment costs and complex integration with legacy systems), opportunities (inclination of mine operators toward digital technologies), and challenges (interoperability issues between AI platforms, sensors, and mining equipment) of the AI in mining market • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in mining market • Market Development: Comprehensive information about lucrative markets–the report analyzes the AI in mining market across varied regions. • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI in mining market • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as Caterpillar (US), Komatsu Ltd. (Japan), Sandvik AB (Sweden), Hitachi Construction Machinery Co., Ltd. (Japan), and Hexagon AB (Sweden) in the AI in mining market

目錄 Table of Contents

1 INTRODUCTION 26 1.1 STUDY OBJECTIVES 26 1.2 MARKET DEFINITION 26 1.3 STUDY SCOPE 27 1.3.1 MARKETS COVERED AND REGIONAL SCOPE 27 1.3.2 INCLUSIONS AND EXCLUSIONS 28 1.3.3 YEARS CONSIDERED 28 1.4 CURRENCY CONSIDERED 29 1.5 LIMITATIONS 29 1.6 STAKEHOLDERS 29 2 EXECUTIVE SUMMARY 30 2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 30 2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 31 2.3 DISRUPTIONS SHAPING AI IN MINING MARKET 32 2.4 HIGH-GROWTH SEGMENTS 32 2.5 SNAPSHOT: GLOBAL MARKET SIZE, GROWTH RATE, AND FORECAST 33 3 PREMIUM INSIGHTS 35 3.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI IN MINING MARKET 35 3.2 AI IN MINING MARKET, BY OFFERING 36 3.3 AI IN MINING MARKET, BY DEPLOYMENT MODE 36 3.4 AI IN MINING MARKET, BY TECHNOLOGY 37 3.5 AI IN MINING MARKET, BY MINING TECHNIQUE 37 3.6 AI IN MINING MARKET, BY MINING TYPE 38 3.7 AI IN MINING MARKET IN ASIA PACIFIC, BY OFFERING AND COUNTRY 38 3.8 AI IN MINING MARKET, BY GEOGRAPHY 39 4 MARKET OVERVIEW 40 4.1 INTRODUCTION 40 4.2 MARKET DYNAMICS 40 4.2.1 DRIVERS 41 4.2.1.1 Growing focus on AI-driven safety, efficiency, and productivity 41 4.2.1.2 Rising adoption of predictive maintenance and real-time monitoring solutions 42 4.2.1.3 High emphasis on data-driven sustainable mining operations 42 4.2.2 RESTRAINTS 43 4.2.2.1 High deployment costs and integration complexities 43 4.2.2.2 Poor data quality and limited digital infrastructure in remote mine sites 43 4.2.3 OPPORTUNITIES 44 4.2.3.1 Inclination toward digital technologies to optimize mining operations 44 4.2.3.2 Rising adoption of smart, connected mining practices 45 4.2.3.3 Reliance on AI for advanced geological modeling and exploration 45 4.2.4 CHALLENGES 46 4.2.4.1 Interoperability issues between AI platforms, sensors, and mining equipment 46 4.2.4.2 Rising sustainability concerns hindering tech-led mining 47 4.3 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 47 4.4 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 48 5 INDUSTRY TRENDS 50 5.1 PORTER’S FIVE FORCES ANALYSIS 50 5.1.1 THREAT OF NEW ENTRANTS 51 5.1.2 THREAT OF SUBSTITUTES 52 5.1.3 BARGAINING POWER OF SUPPLIERS 52 5.1.4 BARGAINING POWER OF BUYERS 52 5.1.5 INTENSITY OF COMPETITIVE RIVALRY 52 5.2 MACROECONOMIC OUTLOOK 53 5.2.1 INTRODUCTION 53 5.2.2 GDP TRENDS AND FORECAST 53 5.2.3 TRENDS IN GLOBAL MINING INDUSTRY 56 5.2.4 TRENDS IN GLOBAL AI INDUSTRY 56 5.3 VALUE CHAIN ANALYSIS 56 5.4 ECOSYSTEM ANALYSIS 58 5.5 PRICING ANALYSIS 59 5.5.1 PRICING RANGE OF AI-POWERED MINING SOFTWARE, BY OFFERING, 2024 60 5.5.2 PRICING RANGE OF AI-POWERED MINING SOFTWARE, BY KEY PLAYER, 2024 60 5.5.3 AVERAGE SELLING PRICE TREND OF AI-POWERED MINING SOFTWARE, BY REGION, 2021–2024 61 5.6 TRADE ANALYSIS 62 5.6.1 IMPORT SCENARIO (HS CODE 8429) 62 5.6.2 EXPORT SCENARIO (HS CODE 8429) 63 5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 64 5.8 INVESTMENT AND FUNDING SCENARIO 64 5.9 KEY CONFERENCES AND EVENTS, 2026 65 5.10 CASE STUDY ANALYSIS 66 5.10.1 ROCKWELL AUTOMATION OFFERS CONTROL SYSTEMS AND VISUALIZATION SOLUTIONS TO MINIMIZE DOWNTIME AND OPERATIONAL COST IN MINING PLANT 66 5.10.2 KOMATSU PROVIDES AUTONOMOUS HAULAGE SYSTEM TO ENHANCE PRODUCTIVITY AND SAFETY IN AITIK COPPER MINE 66 5.10.3 ROCKWELL AUTOMATION DEPLOYS FACTORYTALK SUITE AT AMRUN BAUXITE MINE TO IMPROVE OPERATIONAL VISIBILITY 67 5.10.4 HEXAGON OFFERS OPERATIONS MANAGEMENT SOLUTIONS TO STREAMLINE OPERATIONS AT VALTERRA PLATINUM LIMITED’S MINING SITES 67 5.11 IMPACT OF 2025 US TARIFF – AI IN MINING MARKET 67 5.11.1 INTRODUCTION 67 5.11.2 KEY TARIFF RATES 68 5.11.3 PRICE IMPACT ANALYSIS 69 5.11.4 IMPACT ON COUNTRIES/REGIONS 69 5.11.4.1 US 69 5.11.4.2 Europe 70 5.11.4.3 Asia Pacific 71 5.11.5 IMPACT ON MINING TYPES 71 6 TECHNOLOGICAL ADVANCEMENTS, AI-DRIVEN IMPACTS, PATENTS, AND INNOVATIONS 73 6.1 KEY TECHNOLOGIES 73 6.1.1 MACHINE LEARNING AND PREDICTIVE ANALYTICS 73 6.1.2 COMPUTER VISION AND AUTONOMOUS SYSTEMS 73 6.2 COMPLEMENTARY TECHNOLOGIES 73 6.2.1 IOT AND EDGE COMPUTING 73 6.2.2 HIGH-PRECISION MAPPING AND GEOSPATIAL ANALYTICS 74 6.3 PATENT ANALYSIS 74 7 REGULATORY LANDSCAPE 77 7.1 REGIONAL REGULATIONS AND COMPLIANCE 77 7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77 7.1.2 STANDARDS 79 8 CUSTOMER LANDSCAPE AND BUYER BEHAVIOR 81 8.1 INTRODUCTION 81 8.2 DECISION-MAKING PROCESS 81 8.3 KEY STAKEHOLDERS AND BUYING CRITERIA 83 8.3.1 KEY STAKEHOLDERS INVOLVED IN BUYING PROCESS AND THEIR EVALUATION CRITERIA 83 8.3.2 BUYING CRITERIA 84 8.4 ADOPTION BARRIERS AND INTERNAL CHALLENGES 84 8.5 UNMET NEEDS OF VARIOUS MINING TYPES 86 9 AI IN MINING MARKET, BY OFFERING 87 9.1 INTRODUCTION 88 9.2 SOFTWARE 89 9.2.1 HIGH EMPHASIS ON DIGITAL TRANSFORMATION, DATA‑DRIVEN DECISION‑MAKING, AND OPERATIONAL EFFICIENCY TO SPUR DEMAND 89 9.3 SERVICES 91 9.3.1 INCREASING USE OF ADVANCED ANALYTICS, MACHINE LEARNING, AND COMPUTER VISION IN MINING OPERATIONS TO DRIVE MARKET 91 10 AI IN MINING MARKET, BY DEPLOYMENT MODE 94 10.1 INTRODUCTION 95 10.2 ON-PREMISES 96 10.2.1 RELIABILITY, OPERATIONAL INDEPENDENCE, AND SUITABILITY FOR MISSION-CRITICAL MINING ACTIVITIES TO BOOST SEGMENTAL GROWTH 96 10.3 CLOUD-BASED 97 10.3.1 ABILITY TO PROVIDE SCALABLE COMPUTING AND CENTRALIZED DATA ACCESSIBILITY TO AUGMENT SEGMENTAL GROWTH 97 10.4 HYBRID 98 10.4.1 SUPPORT FOR REAL-TIME EDGE-BASED DECISION-MAKING TO CONTRIBUTE TO SEGMENTAL GROWTH 98 11 AI IN MINING MARKET, BY TECHNOLOGY 100 11.1 INTRODUCTION 101 11.2 GENERATIVE AI 102 11.2.1 MOUNTING ADOPTION IN EXPLORATION, MINE PLANNING, AND OPERATIONAL SIMULATION TO FOSTER SEGMENTAL GROWTH 102 11.2.2 RULE-BASED MODELS 103 11.2.3 STATISTICAL MODELS 103 11.2.4 DEEP LEARNING 103 11.2.5 GENERATIVE ADVERSARIAL NETWORKS (GANS) 104 11.2.6 AUTOENCODERS 104 11.2.7 CONVOLUTIONAL NEURAL NETWORKS (CNNS) 105 11.2.8 TRANSFORMER MODELS 105 11.3 MACHINE LEARNING 105 11.3.1 RISING NEED FOR PREDICTIVE AND PRESCRIPTIVE ANALYTICS TO ACCELERATE SEGMENTAL GROWTH 105 11.4 NATURAL LANGUAGE PROCESSING 106 11.4.1 STRONG FOCUS ON ANALYZING UNSTRUCTURED DATA TO DERIVE REAL-TIME ACTIONABLE INTELLIGENCE TO BOLSTER SEGMENTAL GROWTH 106 11.5 COMPUTER VISION 107 11.5.1 HIGH SUPPORT FOR REAL-TIME IMAGE AND VIDEO ANALYTICS TO EXPEDITE SEGMENTAL GROWTH 107 12 AI IN MINING MARKET, BY APPLICATION 108 12.1 INTRODUCTION 109 12.2 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT 110 12.2.1 RISING EQUIPMENT MAINTENANCE COSTS AND ASSET COMPLEXITY TO AUGMENT SEGMENTAL GROWTH 110 12.3 OPERATIONS & PROCESS OPTIMIZATION 112 12.3.1 STRONG FOCUS ON MAXIMIZING RECOVERY RATES AND OPTIMIZING OPERATING MARGINS TO FUEL SEGMENTAL GROWTH 112 12.4 EXPLORATION & GEOSCIENCES 115 12.4.1 URGENT NEED TO SECURE CRITICAL MINERALS FOR RENEWABLE ENERGY AND ELECTRIC VEHICLE SUPPLY CHAINS TO DRIVE MARKET 115 12.5 SAFETY, SECURITY & ENVIRONMENT 117 12.5.1 TIGHTENING ENVIRONMENTAL AND WORKER-SAFETY REGULATIONS TO CONTRIBUTE TO SEGMENTAL GROWTH 117 13 AI IN MINING MARKET, BY MINING TECHNIQUE 120 13.1 INTRODUCTION 121 13.2 SURFACE MINING 122 13.2.1 LOW OPERATIONAL COMPLEXITY, REDUCED SAFETY HAZARDS, AND COST ADVANTAGES TO BOOST SEGMENTAL GROWTH 122 13.3 UNDERGROUND MINING 123 13.3.1 STRONG FOCUS ON WORKER SAFETY, SUSTAINABILITY, AND PRODUCTIVITY TO FACILITATE SEGMENTAL GROWTH 123 14 AI IN MINING MARKET, BY MINING TYPE 125 14.1 INTRODUCTION 126 14.2 MINERAL MINING 127 14.2.1 EMPHASIS ON RESOURCE OPTIMIZATION AND COST-EFFICIENT PRODUCTION TO ACCELERATE SEGMENTAL GROWTH 127 14.3 METAL MINING 129 14.3.1 RISING DEMAND FOR CRITICAL MINERALS FOR ELECTRIC VEHICLES AND NEXT-GENERATION MANUFACTURING TO DRIVE MARKET 129 14.4 COAL MINING 132 14.4.1 FOCUS ON SAFETY, COST OPTIMIZATION, AND AUTOMATION TO BOOST SEGMENTAL GROWTH 132 15 AI IN MINING MARKET, BY REGION 135 15.1 INTRODUCTION 136 15.2 NORTH AMERICA 137 15.2.1 US 141 15.2.1.1 Rapid digitalization of surface and underground mining operations to bolster market growth 141 15.2.2 CANADA 142 15.2.2.1 Strong presence of mineral and metal reserves to fuel market growth 142 15.2.3 MEXICO 143 15.2.3.1 High emphasis on predictive maintenance and advanced geological modeling to augment market growth 143 15.3 EUROPE 144 15.3.1 RUSSIA 148 15.3.1.1 Rapid innovation in AI-powered survey and exploration tools to bolster market growth 148 15.3.2 GERMANY 149 15.3.2.1 Industrial modernization and energy transition to contribute to market growth 149 15.3.3 FRANCE 150 15.3.3.1 Emphasis on enhancing operational efficiency, safety, and sustainability to accelerate market growth 150 15.3.4 KAZAKHSTAN 151 15.3.4.1 Digital transformation and Industry 4.0 adoption to foster market growth 151 15.3.5 REST OF EUROPE 152 15.4 ASIA PACIFIC 153 15.4.1 CHINA 157 15.4.1.1 Energy security priorities and massive coal production scale to expedite market growth 157 15.4.2 INDIA 158 15.4.2.1 Need to enhance mineral discovery, improve operational efficiency, and strengthen regulatory compliance to drive market 158 15.4.3 AUSTRALIA 159 15.4.3.1 Vast mineral reserves and technology-driven mining ecosystem to facilitate market growth 159 15.4.4 INDONESIA 160 15.4.4.1 Mounting production of minerals for EV batteries and clean energy technologies to contribute to market growth 160 15.4.5 REST OF ASIA PACIFIC 161 15.5 ROW 162 15.5.1 MIDDLE EAST & AFRICA 166 15.5.1.1 Abundant mineral and energy resources to boost market growth 166 15.5.1.2 GCC countries 167 15.5.1.3 Africa & Rest of Middle East 168 15.5.2 SOUTH AMERICA 169 15.5.2.1 Global energy transition and thriving electric vehicle industry to expedite market growth 169 16 COMPETITIVE LANDSCAPE 171 16.1 OVERVIEW 171 16.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021–2025 171 16.3 MARKET SHARE ANALYSIS, 2024 173 16.4 REVENUE ANALYSIS, 2020–2024 174 16.5 COMPANY VALUATION AND FINANCIAL METRICS 175 16.6 BRAND/PRODUCT COMPARISON 176 16.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 177 16.7.1 STARS 177 16.7.2 EMERGING LEADERS 177 16.7.3 PERVASIVE PLAYERS 177 16.7.4 PARTICIPANTS 177 16.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 179 16.7.5.1 Company footprint 179 16.7.5.2 Region footprint 180 16.7.5.3 Offering footprint 181 16.7.5.4 Mining technique footprint 182 16.7.5.5 Application footprint 183 16.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 184 16.8.1 PROGRESSIVE COMPANIES 184 16.8.2 RESPONSIVE COMPANIES 184 16.8.3 DYNAMIC COMPANIES 184 16.8.4 STARTING BLOCKS 184 16.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 186 16.8.5.1 Detailed list of key startups/SMEs 186 16.8.5.2 Competitive benchmarking of key startups/SMEs 187 16.9 COMPETITIVE SCENARIO 188 16.9.1 PRODUCT LAUNCHES 188 16.9.2 DEALS 189 17 COMPANY PROFILES 191 17.1 KEY PLAYERS 191 17.1.1 CATERPILLAR 191 17.1.1.1 Business overview 191 17.1.1.2 Products/Solutions/Services offered 192 17.1.1.3 Recent developments 193 17.1.1.3.1 Product launches 193 17.1.1.3.2 Deals 193 17.1.1.4 MnM view 194 17.1.1.4.1 Key strengths/Right to win 194 17.1.1.4.2 Strategic choices 194 17.1.1.4.3 Weaknesses/Competitive threats 194 17.1.2 KOMATSU LTD. 195 17.1.2.1 Business overview 195 17.1.2.2 Products/Solutions/Services offered 196 17.1.2.3 Recent developments 198 17.1.2.3.1 Deals 198 17.1.2.4 MnM view 199 17.1.2.4.1 Key strengths/Right to win 199 17.1.2.4.2 Strategic choices 199 17.1.2.4.3 Weaknesses/Competitive threats 199 17.1.3 SANDVIK AB 200 17.1.3.1 Business overview 200 17.1.3.2 Products/Solutions/Services offered 201 17.1.3.3 Recent developments 202 17.1.3.3.1 Product launches 202 17.1.3.3.2 Deals 202 17.1.3.4 MnM view 203 17.1.3.4.1 Key strengths/Right to win 203 17.1.3.4.2 Strategic choices 203 17.1.3.4.3 Weaknesses/Competitive threats 203 17.1.4 HITACHI CONSTRUCTION MACHINERY CO., LTD. 204 17.1.4.1 Business overview 204 17.1.4.2 Products/Solutions/Services offered 206 17.1.4.3 Recent developments 207 17.1.4.3.1 Product launches 207 17.1.4.3.2 Deals 208 17.1.4.4 MnM view 208 17.1.4.4.1 Key strengths/Right to win 208 17.1.4.4.2 Strategic choices 208 17.1.4.4.3 Weaknesses/Competitive threats 208 17.1.5 HEXAGON AB 209 17.1.5.1 Business overview 209 17.1.5.2 Products/Solutions/Services offered 211 17.1.5.3 Recent developments 212 17.1.5.3.1 Product launches 212 17.1.5.3.2 Deals 213 17.1.5.3.3 Expansions 213 17.1.5.4 MnM view 213 17.1.5.4.1 Key strengths/Right to win 213 17.1.5.4.2 Strategic choices 214 17.1.5.4.3 Weaknesses/Competitive threats 214 17.1.6 EPIROC AB 215 17.1.6.1 Business overview 215 17.1.6.2 Products/Solutions/Services offered 217 17.1.6.3 Recent developments 218 17.1.6.3.1 Deals 218 17.1.6.3.2 Expansions 218 17.1.7 ROCKWELL AUTOMATION 219 17.1.7.1 Business overview 219 17.1.7.2 Products/Solutions/Services offered 221 17.1.8 SIEMENS 222 17.1.8.1 Business overview 222 17.1.8.2 Products/Solutions/Services offered 224 17.1.8.3 Recent developments 225 17.1.8.3.1 Deals 225 17.1.9 TRIMBLE INC. 226 17.1.9.1 Business overview 226 17.1.9.2 Products/Solutions/Services offered 228 17.1.9.3 Recent developments 229 17.1.9.3.1 Product launches 229 17.1.9.3.2 Deals 229 17.1.10 ABB 230 17.1.10.1 Business overview 230 17.1.10.2 Products/Solutions/Services offered 232 17.1.10.3 Recent developments 233 17.1.10.3.1 Product launches 233 17.1.11 MICROSOFT 234 17.1.11.1 Business overview 234 17.1.11.2 Products/Solutions/Services offered 236 17.1.11.3 Recent developments 236 17.1.11.3.1 Deals 236 17.1.12 SAP SE 237 17.1.12.1 Business overview 237 17.1.12.2 Products/Solutions/Services offered 239 17.1.12.3 Recent developments 239 17.1.12.3.1 Deals 239 17.2 OTHER PLAYERS 240 17.2.1 IBM 240 17.2.2 RPMGLOBAL HOLDINGS LIMITED 241 17.2.3 LIEBHEER 242 17.2.4 GROUNDHOG 243 17.2.5 HAULTRAX 244 17.2.6 MICROMINE PTY LTD. 245 17.2.7 SYMX.AI 246 17.2.8 THE TOMORROW COMPANIES INC. 247 17.2.9 VRIFY 248 17.2.10 INTELLISENSE.IO 249 17.2.11 ORICA LIMITED 250 17.2.12 MINESENSE TECHNOLOGIES LTD. 251 17.2.13 EXYN TECHNOLOGIES 252 18 RESEARCH METHODOLOGY 253 18.1 RESEARCH DATA 253 18.2 SECONDARY AND PRIMARY RESEARCH 254 18.2.1 SECONDARY DATA 255 18.2.1.1 Key data from secondary sources 256 18.2.1.2 List of key secondary sources 256 18.2.2 PRIMARY DATA 256 18.2.2.1 Key data from primary sources 257 18.2.2.2 List of primary interview participants 257 18.2.2.3 Breakdown of primaries 258 18.2.2.4 Key industry insights 258 18.3 MARKET SIZE ESTIMATION 259 18.3.1 BOTTOM-UP APPROACH 260 18.3.2 TOP-DOWN APPROACH 260 18.3.3 MARKET SIZE CALCULATION FOR BASE YEAR 261 18.4 MARKET FORECAST APPROACH 262 18.4.1 SUPPLY SIDE 262 18.4.2 DEMAND SIDE 262 18.5 DATA TRIANGULATION 263 18.6 FACTOR ANALYSIS 264 18.7 RESEARCH ASSUMPTIONS 264 18.8 RESEARCH LIMITATIONS 265 18.9 RISK ANALYSIS 265 19 APPENDIX 266 19.1 DISCUSSION GUIDE 266 19.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 270 19.3 CUSTOMIZATION OPTIONS 272 19.4 RELATED REPORTS 272 19.5 AUTHOR DETAILS 273

圖表清單 List of Tables & Figures

TABLE 1 AI IN MINING MARKET: INCLUSIONS AND EXCLUSIONS 28 TABLE 2 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 48 TABLE 3 STRATEGIC MOVES ADOPTED BY TIER-1/2/3 PLAYERS 48 TABLE 4 IMPACT OF PORTER’S FIVE FORCES 50 TABLE 5 GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2030 53 TABLE 6 ROLE OF COMPANIES IN AI IN MINING ECOSYSTEM 59 TABLE 7 PRICING RANGE OF AI-POWERED MINING SOFTWARE, 2024 (USD) 60 TABLE 8 PRICING RANGE OF AI-POWERED MINING SOFTWARE OFFERED BY KEY PLAYERS, 2024 (USD/YEAR) 60 TABLE 9 AVERAGE SELLING PRICE TREND OF AI-POWERED MINING SOFTWARE, BY REGION, 2021–2024 (USD THOUSAND) 61 TABLE 10 IMPORT DATA FOR HS CODE 8429-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 62 TABLE 11 EXPORT DATA FOR HS CODE 8429-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 63 TABLE 12 LIST OF KEY CONFERENCES AND EVENTS, 2026 65 TABLE 13 CONTROL SYSTEMS AND VISUALIZATION SOLUTIONS ENSURE INTEGRATED CONTROL AND SAFETY IN MINING PLANT 66 TABLE 14 FRONTRUNNER AUTONOMOUS HAULAGE SYSTEM IMPROVES PRODUCTIVITY AND ASSET UTILIZATION IN AITIK OPEN-PIT COPPER MINE 66 TABLE 15 FACTORYTALK SUITE AUTOMATION SOLUTIONS MAINTAIN CRITICAL OPERATIONS AT AMRUN BAUXITE MINE 67 TABLE 16 J5 OPERATIONS MANAGEMENT SOLUTIONS STREAMLINES OPERATIONS AT MINING SITES OF VALTERRA PLATINUM LIMITED 67 TABLE 17 US-ADJUSTED RECIPROCAL TARIFF RATES 68 TABLE 18 LIST OF KEY PATENTS, 2023–2024 75 TABLE 19 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77 TABLE 20 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 21 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 22 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79 TABLE 23 AI IN MINING STANDARDS 80 TABLE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY MINING TYPE (%) 83 TABLE 25 KEY BUYING CRITERIA FOR MINING TYPES 84 TABLE 26 UNMET NEEDS IN AI IN MINING MARKET, BY MINING TYPE 86 TABLE 27 AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 88 TABLE 28 AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 88 TABLE 29 SOFTWARE: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 90 TABLE 30 SOFTWARE: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 90 TABLE 31 SOFTWARE: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 90 TABLE 32 SOFTWARE: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 91 TABLE 33 SERVICES: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 92 TABLE 34 SERVICES: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 92 TABLE 35 SERVICES: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 92 TABLE 36 SERVICES: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 93 TABLE 37 AI IN MINING MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 95 TABLE 38 AI IN MINING MARKET, BY DEPLOYMENT MODE, 2025–2032 (USD MILLION) 96 TABLE 39 ON-PREMISES: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 96 TABLE 40 ON-PREMISES: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 97 TABLE 41 CLOUD-BASED: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 98 TABLE 42 CLOUD-BASED: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 98 TABLE 43 HYBRID: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 99 TABLE 44 HYBRID: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 99 TABLE 45 AI IN MINING MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 101 TABLE 46 AI IN MINING MARKET, BY TECHNOLOGY, 2025–2032 (USD MILLION) 102 TABLE 47 AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 109 TABLE 48 AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 110 TABLE 49 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 111 TABLE 50 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 111 TABLE 51 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 111 TABLE 52 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 111 TABLE 53 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 112 TABLE 54 PREDICTIVE MAINTENANCE & ASSET MANAGEMENT: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 112 TABLE 55 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 113 TABLE 56 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 113 TABLE 57 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 113 TABLE 58 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 114 TABLE 59 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 114 TABLE 60 OPERATIONS & PROCESS OPTIMIZATION: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 114 TABLE 61 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 115 TABLE 62 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 115 TABLE 63 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 116 TABLE 64 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 116 TABLE 65 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 116 TABLE 66 EXPLORATION & GEOSCIENCE: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 116 TABLE 67 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 117 TABLE 68 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 118 TABLE 69 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 118 TABLE 70 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 118 TABLE 71 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 118 TABLE 72 SAFETY, SECURITY & ENVIRONMENTAL: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 119 TABLE 73 AI IN MINING MARKET, BY MINING TECHNIQUE, 2021–2024 (USD MILLION) 121 TABLE 74 AI IN MINING MARKET, BY MINING TECHNIQUE, 2025–2032 (USD MILLION) 122 TABLE 75 SURFACE MINING: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 122 TABLE 76 SURFACE MINING: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 123 TABLE 77 UNDERGROUND MINING: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 124 TABLE 78 UNDERGROUND MINING: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 124 TABLE 79 AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 126 TABLE 80 AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 127 TABLE 81 MINERAL MINING: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 127 TABLE 82 MINERAL MINING: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 128 TABLE 83 MINERAL MINING: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 128 TABLE 84 MINERAL MINING: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 128 TABLE 85 MINERAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2021–2024 (USD MILLION) 129 TABLE 86 MINERAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2025–2032 (USD MILLION) 129 TABLE 87 METAL MINING: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 130 TABLE 88 METAL MINING: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 130 TABLE 89 METAL MINING: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 130 TABLE 90 METAL MINING: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 131 TABLE 91 METAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2021–2024 (USD MILLION) 131 TABLE 92 METAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2025–2032 (USD MILLION) 131 TABLE 93 COAL MINING: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 132 TABLE 94 COAL MINING: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 132 TABLE 95 COAL MINING: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 133 TABLE 96 COAL MINING: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 133 TABLE 97 COAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2021–2024 (USD MILLION) 133 TABLE 98 COAL MINING: AI IN MINING MARKET, BY MINING TECHNIQUE, 2025–2032 (USD MILLION) 134 TABLE 99 AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 136 TABLE 100 AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 137 TABLE 101 NORTH AMERICA: AI IN MINING MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 138 TABLE 102 NORTH AMERICA: AI IN MINING MARKET, BY COUNTRY, 2025–2032 (USD MILLION) 138 TABLE 103 NORTH AMERICA: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 139 TABLE 104 NORTH AMERICA: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2025–2032 (USD MILLION) 139 TABLE 105 NORTH AMERICA: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 139 TABLE 106 NORTH AMERICA: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 139 TABLE 107 NORTH AMERICA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 140 TABLE 108 NORTH AMERICA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 140 TABLE 109 NORTH AMERICA: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 140 TABLE 110 NORTH AMERICA: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 140 TABLE 111 US: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 141 TABLE 112 US: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 142 TABLE 113 CANADA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 142 TABLE 114 CANADA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 143 TABLE 115 MEXICO: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 144 TABLE 116 MEXICO: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 144 TABLE 117 EUROPE: AI IN MINING MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 145 TABLE 118 EUROPE: AI IN MINING MARKET, BY COUNTRY, 2025–2032 (USD MILLION) 146 TABLE 119 EUROPE: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 146 TABLE 120 EUROPE: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2025–2032 (USD MILLION) 146 TABLE 121 EUROPE: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 146 TABLE 122 EUROPE: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 147 TABLE 123 EUROPE: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 147 TABLE 124 EUROPE: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 147 TABLE 125 EUROPE: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 147 TABLE 126 EUROPE: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 148 TABLE 127 RUSSIA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 148 TABLE 128 RUSSIA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 149 TABLE 129 GERMANY: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 149 TABLE 130 GERMANY: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 150 TABLE 131 FRANCE: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 150 TABLE 132 FRANCE: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 151 TABLE 133 KAZAKHSTAN: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 151 TABLE 134 KAZAKHSTAN: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 152 TABLE 135 REST OF EUROPE: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 152 TABLE 136 REST OF EUROPE: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 153 TABLE 137 ASIA PACIFIC: AI IN MINING MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 154 TABLE 138 ASIA PACIFIC: AI IN MINING MARKET, BY COUNTRY, 2025–2032 (USD MILLION) 155 TABLE 139 ASIA PACIFIC: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 155 TABLE 140 ASIA PACIFIC: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2025–2032 (USD MILLION) 155 TABLE 141 ASIA PACIFIC: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 155 TABLE 142 ASIA PACIFIC: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 156 TABLE 143 ASIA PACIFIC: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 156 TABLE 144 ASIA PACIFIC: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 156 TABLE 145 ASIA PACIFIC: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 156 TABLE 146 ASIA PACIFIC: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 157 TABLE 147 CHINA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 158 TABLE 148 CHINA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 158 TABLE 149 INDIA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 159 TABLE 150 INDIA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 159 TABLE 151 AUSTRALIA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 160 TABLE 152 AUSTRALIA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 160 TABLE 153 INDONESIA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 161 TABLE 154 INDONESIA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 161 TABLE 155 REST OF ASIA PACIFIC: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 161 TABLE 156 REST OF ASIA PACIFIC: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 162 TABLE 157 ROW: AI IN MINING MARKET, BY REGION, 2021–2024 (USD MILLION) 163 TABLE 158 ROW: AI IN MINING MARKET, BY REGION, 2025–2032 (USD MILLION) 163 TABLE 159 ROW: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 164 TABLE 160 ROW: AI IN MINING MARKET, BY DEPLOYMENT MODE, 2025–2032 (USD MILLION) 164 TABLE 161 ROW: AI IN MINING MARKET, BY OFFERING, 2021–2024 (USD MILLION) 164 TABLE 162 ROW: AI IN MINING MARKET, BY OFFERING, 2025–2032 (USD MILLION) 164 TABLE 163 ROW: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 165 TABLE 164 ROW: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 165 TABLE 165 ROW: AI IN MINING MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 165 TABLE 166 ROW: AI IN MINING MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 165 TABLE 167 MIDDLE EAST & AFRICA: AI IN MINING MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 166 TABLE 168 MIDDLE EAST & AFRICA: AI IN MINING MARKET, BY COUNTRY, 2025–2032 (USD MILLION) 166 TABLE 169 MIDDLE EAST & AFRICA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 167 TABLE 170 MIDDLE EAST & AFRICA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 167 TABLE 171 GCC COUNTRIES: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 168 TABLE 172 GCC COUNTRIES: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 168 TABLE 173 AFRICA & REST OF MIDDLE: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 169 TABLE 174 AFRICA & REST OF MIDDLE: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 169 TABLE 175 SOUTH AMERICA: AI IN MINING MARKET, BY MINING TYPE, 2021–2024 (USD MILLION) 170 TABLE 176 SOUTH AMERICA: AI IN MINING MARKET, BY MINING TYPE, 2025–2032 (USD MILLION) 170 TABLE 177 AI IN MINING MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, JANUARY 2021–NOVEMBER 2025 171 TABLE 178 AI IN MINING MARKET: DEGREE OF COMPETITION, 2024 173 TABLE 179 AI IN MINING MARKET: REGION FOOTPRINT 180 TABLE 180 AI IN MINING MARKET: OFFERING FOOTPRINT 181 TABLE 181 AI IN MINING MARKET: MINING TECHNIQUE FOOTPRINT 182 TABLE 182 AI IN MINING MARKET: APPLICATION FOOTPRINT 183 TABLE 183 AI IN MINING MARKET: DETAILED LIST OF KEY STARTUPS/SMES 186 TABLE 184 AI IN MINING MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 187 TABLE 185 AI IN MINING MARKET: PRODUCT LAUNCHES, JANUARY 2021–NOVEMBER 2025 188 TABLE 186 AI IN MINING MARKET: DEALS, JANUARY 2021–NOVEMBER 2025 189 TABLE 187 CATERPILLAR: COMPANY OVERVIEW 191 TABLE 188 CATERPILLAR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 192 TABLE 189 CATERPILLAR: PRODUCT LAUNCHES 193 TABLE 190 CATERPILLAR: DEALS 193 TABLE 191 KOMATSU: COMPANY OVERVIEW 195 TABLE 192 KOMATSU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 196 TABLE 193 KOMATSU: DEALS 198 TABLE 194 SANDVIK AB: COMPANY OVERVIEW 200 TABLE 195 SANDVIK AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 201 TABLE 196 SANDVIK AB: PRODUCT LAUNCHES 202 TABLE 197 SANDVIK AB: DEALS 202 TABLE 198 HITACHI CONSTRUCTION MACHINERY CO., LTD.: COMPANY OVERVIEW 204 TABLE 199 HITACHI CONSTRUCTION MACHINERY CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 206 TABLE 200 HITACHI CONSTRUCTION MACHINERY CO., LTD.: PRODUCT LAUNCHES 207 TABLE 201 HITACHI CONSTRUCTION MACHINERY CO., LTD.: DEALS 208 TABLE 202 HEXAGON AB: COMPANY OVERVIEW 209 TABLE 203 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 211 TABLE 204 HEXAGON AB: PRODUCT LAUNCHES 212 TABLE 205 HEXAGON AB: DEALS 213 TABLE 206 HEXAGON AB: EXPANSIONS 213 TABLE 207 EPIROC AB: COMPANY OVERVIEW 215 TABLE 208 EPIROC AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 217 TABLE 209 EPIROC AB: DEALS 218 TABLE 210 EPIROC AB: EXPANSIONS 218 TABLE 211 ROCKWELL AUTOMATION: COMPANY OVERVIEW 219 TABLE 212 ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 221 TABLE 213 SIEMENS: COMPANY OVERVIEW 222 TABLE 214 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224 TABLE 215 SIEMENS: DEALS 225 TABLE 216 TRIMBLE INC.: COMPANY OVERVIEW 226 TABLE 217 TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 228 TABLE 218 TRIMBLE INC.: PRODUCT LAUNCHES 229 TABLE 219 TRIMBLE INC.: DEALS 229 TABLE 220 ABB: COMPANY OVERVIEW 230 TABLE 221 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 232 TABLE 222 ABB: PRODUCT LAUNCHES 233 TABLE 223 MICROSOFT: COMPANY OVERVIEW 234 TABLE 224 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 236 TABLE 225 MICROSOFT: DEALS 236 TABLE 226 SAP SE: COMPANY OVERVIEW 237 TABLE 227 SAP SE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 239 TABLE 228 SAP SE: DEALS 239 TABLE 229 IBM: COMPANY OVERVIEW 240 TABLE 230 RPMGLOBAL HOLDINGS LIMITED: COMPANY OVERVIEW 241 TABLE 231 LIEBHERR: COMPANY OVERVIEW 242 TABLE 232 GROUNDHOG: COMPANY OVERVIEW 243 TABLE 233 HAULTRAX: COMPANY OVERVIEW 244 TABLE 234 MICROMINE PTY LTD.: COMPANY OVERVIEW 245 TABLE 235 SYMX.AI: COMPANY OVERVIEW 246 TABLE 236 THE TOMORROW COMPANIES INC.: COMPANY OVERVIEW 247 TABLE 237 VRIFY: COMPANY OVERVIEW 248 TABLE 238 INTELLISENSE.IO: COMPANY OVERVIEW 249 TABLE 239 ORICA LIMITED: COMPANY OVERVIEW 250 TABLE 240 MINESENSE TECHNOLOGIES LTD.: COMPANY OVERVIEW 251 TABLE 241 EXYN TECHNOLOGIES: COMPANY OVERVIEW 252 TABLE 242 MAJOR SECONDARY SOURCES 256 TABLE 243 PRIMARY INTERVIEW PARTICIPANTS 257 TABLE 244 AI IN MINING MARKET: RESEARCH ASSUMPTIONS 264 TABLE 245 AI IN MINING MARKET: RISK ANALYSIS 265 FIGURE 1 AI IN MINING MARKET SEGMENTATION AND REGIONAL SCOPE 27 FIGURE 2 AI IN MINING MARKET: DURATION COVERED 28 FIGURE 3 AI IN MINING MARKET SCENARIO 30 FIGURE 4 GLOBAL AI IN MINING MARKET SIZE, 2021–2032 31 FIGURE 5 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN AI IN MINING MARKET, 2021–2025 31 FIGURE 6 DISRUPTIONS INFLUENCING AI IN MINING MARKET GROWTH 32 FIGURE 7 HIGH-GROWTH SEGMENTS IN AI IN MINING MARKET, 2025–2032 32 FIGURE 8 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 33 FIGURE 9 ASIA PACIFIC LEADS GLOBAL GROWTH WITH EXPANDING ROBOTIC AUTOMATION ADOPTION 35 FIGURE 10 SOFTWARE SEGMENT TO DOMINATE AI IN MINING MARKET DURING FORECAST PERIOD 36 FIGURE 11 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2032 36 FIGURE 12 MACHINE LEARNING SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2025 37 FIGURE 13 SURFACE MINING SEGMENT TO CAPTURE LARGER MARKET SHARE IN 2032 37 FIGURE 14 METAL MINING SEGMENT TO HOLD LARGEST SHARE OF AI IN MINING MARKET IN 2032 38 FIGURE 15 SOFTWARE SEGMENT AND CHINA TO HOLD LARGEST SHARES OF ASIA PACIFIC AI IN MINING MARKET IN 2032 38 FIGURE 16 INDIA TO RECORD HIGHEST CAGR IN GLOBAL AI IN MINING MARKET FROM 2025 TO 2032 39 FIGURE 17 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 41 FIGURE 18 IMPACT ANALYSIS: DRIVERS 43 FIGURE 19 IMPACT ANALYSIS: RESTRAINTS 44 FIGURE 20 IMPACT ANALYSIS: OPPORTUNITIES 46 FIGURE 21 IMPACT ANALYSIS: CHALLENGES 47 FIGURE 22 PORTER’S FIVE FORCES ANALYSIS 51 FIGURE 23 AI IN MINING VALUE CHAIN ANALYSIS 57 FIGURE 24 AI IN MINING ECOSYSTEM 58 FIGURE 25 AVERAGE SELLING PRICE TREND OF AI-POWERED MINING SOFTWARE IN VARIOUS REGIONS, 2021–2024 61 FIGURE 26 IMPORT SCENARIO FOR HS CODE 8429-COMPLIANT PRODUCTS IN TOP FIVE COUNTRIES, 2020–2024 62 FIGURE 27 EXPORT SCENARIO FOR HS CODE 8429-COMPLIANT PRODUCTS IN TOP FIVE COUNTRIES, 2020–2024 63 FIGURE 28 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 64 FIGURE 29 INVESTMENT AND FUNDING SCENARIO, 2021–2021 65 FIGURE 30 PATENTS APPLIED AND GRANTED, 2015–2024 74 FIGURE 31 DECISION-MAKING FACTORS 82 FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY MINING TYPE 83 FIGURE 33 KEY BUYING CRITERIA, BY MINING TYPE 84 FIGURE 34 AI ADOPTION BARRIERS AND INTERNAL CHALLENGES IN MINING SECTOR 85 FIGURE 35 SOFTWARE SEGMENT TO DOMINATE AI IN MINING MARKET FROM 2025 TO 2032 88 FIGURE 36 ON-PREMISES SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 95 FIGURE 37 GENERATIVE AI SEGMENT TO EXHIBIT HIGHEST CAGR FROM 2025 TO 2032 101 FIGURE 38 OPERATIONS & PROCESS OPTIMIZATION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2025 109 FIGURE 39 UNDERGROUND MINING SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD 121 FIGURE 40 METAL MINING SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2032 126 FIGURE 41 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR BETWEEN 2025 AND 2032 136 FIGURE 42 NORTH AMERICA: AI IN MINING MARKET SNAPSHOT 138 FIGURE 43 EUROPE: MINING AUTOMATION MARKET SNAPSHOT 145 FIGURE 44 ASIA PACIFIC: MINING AUTOMATION MARKET SNAPSHOT 154 FIGURE 45 ROW: MINING AUTOMATION MARKET SNAPSHOT 163 FIGURE 46 MARKET SHARE ANALYSIS OF COMPANIES OFFERING AI MINING TECHNOLOGIES, 2024 173 FIGURE 47 AI IN MINING MARKET: REVENUE ANALYSIS OF TOP FOUR PLAYERS, 2020–2024 174 FIGURE 48 COMPANY VALUATION 175 FIGURE 49 FINANCIAL METRICS (EV/EBITDA) 175 FIGURE 50 BRAND/PRODUCT COMPARISON 176 FIGURE 51 AI IN MINING MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 178 FIGURE 52 AI IN MINING MARKET: COMPANY FOOTPRINT 179 FIGURE 53 AI IN MINING MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 185 FIGURE 54 CATERPILLAR: COMPANY SNAPSHOT 192 FIGURE 55 KOMATSU: COMPANY SNAPSHOT 196 FIGURE 56 SANDVIK AB: COMPANY SNAPSHOT 201 FIGURE 57 HITACHI CONSTRUCTION MACHINERY CO., LTD.: COMPANY SNAPSHOT 205 FIGURE 58 HEXAGON AB: COMPANY SNAPSHOT 210 FIGURE 59 EPIROC AB: COMPANY SNAPSHOT 216 FIGURE 60 ROCKWELL AUTOMATION: COMPANY SNAPSHOT 220 FIGURE 61 SIEMENS: COMPANY SNAPSHOT 223 FIGURE 62 TRIMBLE INC.: COMPANY SNAPSHOT 227 FIGURE 63 ABB: COMPANY SNAPSHOT 231 FIGURE 64 MICROSOFT: COMPANY SNAPSHOT 235 FIGURE 65 SAP SE: COMPANY SNAPSHOT 238 FIGURE 66 AI IN MINING MARKET: RESEARCH DESIGN 253 FIGURE 67 AI IN MINING MARKET: RESEARCH APPROACH 255 FIGURE 68 DATA CAPTURED FROM SECONDARY SOURCES 256 FIGURE 69 DATA CAPTURED FROM PRIMARY SOURCES 257 FIGURE 70 BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 258 FIGURE 71 CORE FINDINGS FROM INDUSTRY EXPERTS 258 FIGURE 72 AI IN MINING MARKET: RESEARCH FLOW 259 FIGURE 73 AI IN MINING MARKET: BOTTOM-UP APPROACH 260 FIGURE 74 AI IN MINING MARKET: TOP-DOWN APPROACH 260 FIGURE 75 AI IN MINING MARKET SIZE ESTIMATION (SUPPLY SIDE) 261 FIGURE 76 AI IN MINING MARKET: DATA TRIANGULATION 263 FIGURE 77 AI IN MINING MARKET: RESEARCH LIMITATIONS 265

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AI in Mining Market by Offering (Software, Services), Mining Type (Surface, Underground), Deployment Mode (On-Premises, Cloud, Hybrid), Technology (Generative AI, Machine Learning, NLP), Application, Vertical, and Region - Global Forecast to 2032

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