デジタルマイニング市場規模、シェア、動向、2030年までの世界予測

Digital Mining Market - Global Forecast To 2030

デジタルマイニング市場 - サービス(アドバイザリー、テクニカル、ビジネス、マネージドIT)、採掘タイプ(露天採掘、地下採掘)、用途(探査、評価、開発、生産オペレーション、再生) - 2030年までの世界予測
Digital Mining Market by Services (Advisory, Technical, Business, Managed IT), Mining Type (Surface Mining, Underground Mining), and Application (Exploration, Assessment, Development, Production Operation, Reclamation) - Global Forecast to 2030

商品番号 : SMB-90145

出版社 MarketsandMarkets
出版年月2025年11月
ページ数234
図表数308
価格タイプシングルユーザライセンス
価格USD 4,950
種別英文調査報告書

デジタルマイニング市場は2025年には4億5,000万米ドル規模となり、年平均成長率(CAGR)10.8%で成長し、2030年には7億4,000万米ドルに達するとMarketsandMarketsでは予測しています。主な市場成長促進要因としてはエネルギー転換と電気自動車の生産に不可欠なリチウムと銅の需要急増が挙げられます。こうした需要増加に加え、操業コストの上昇や鉱石品位の低下も相まって、より高い効率性が求められています。探査とプロセス最適化のためのAI導入、安全性と生産性向上のための自動化とロボット技術の導入、そして予知保全のためのIoTセンサーの設置が、その鍵となります。また、厳格なESG規制も、企業にコンプライアンスと持続可能性のためのデジタル監視ツールの導入を迫っています。

MarketsandMarkets(マーケッツアンドマーケッツ)「デジタルマイニング市場 – サービス(アドバイザリー、テクニカル、ビジネス、マネージドIT)、採掘タイプ(露天採掘、地下採掘)、用途(探査、評価、開発、生産オペレーション、再生) – 2030年までの世界予測 – Digital Mining Market by Services (Advisory, Technical, Business, Managed IT), Mining Type (Surface Mining, Underground Mining), and Application (Exploration, Assessment, Development, Production Operation, Reclamation) – Global Forecast to 2030」は採鉱の電子化やデジタル採鉱などと呼ばれる、鉱業においてデジタル技術を活用するデジタルマイニングの世界市場を主要セグメント別に分析・予測を行っています。

Digital Mining Market - Global Forecast To 2030 - MarketsandMarkets本市場調査は、デジタルマイニング市場の規模を様々なセグメントにわたって調査しています。サービス(アドバイザリー、テクニカル、ビジネス、マネージドIT)、採掘タイプ(露天掘り、地下採掘)、アプリケーション(探査、評価、開発、生産操業、再生)、地域など、様々なセグメントにおける市場規模と成長ポテンシャルを推定することを目的としています。本調査には、主要市場プレーヤーの詳細な競合分析、企業プロフィール、製品および事業内容に関する主要な考察、最近の動向、市場戦略が含まれています。

本レポートは、市場リーダーと新規参入企業にとって、世界のデジタルマイニング市場の収益数値とサブセグメントに関する近似値に関する情報を提供するのに役立ちます。また、ステークホルダーが競争環境を理解し、自社のポジショニングを改善し、適切な市場開拓戦略を策定するための洞察を深めるのに役立ちます。さらに、本レポートは、市場の動向に関する洞察に加え、主要な市場牽引要因、制約要因、課題、そして機会に関する情報も提供します。

このレポートでは、以下の点について洞察を提供しています。

  • デジタルマイニング市場の成長に影響を与える主な推進要因(持続可能性とESGコンプライアンスへの関心の高まり、自動化とロボット工学の導入、重要鉱物の需要増加とエネルギー転換)、制約要因(高い資本投資要件、遠隔地におけるネットワークインフラの制限、商品価格の変動と経済の不確実性)、機会(デジタルツイン技術の拡大、クラウドベースのマイニング管理プラットフォームの成長、再生可能エネルギーの統合と脱炭素化)、課題(手動システムから自動システムへの移行における運用リスク、データの相互運用性と標準化の問題)の分析
  • 製品開発/イノベーション:デジタルマイニング市場における今後の技術、研究開発活動、新製品・新サービスの投入に関する詳細な洞察
  • 市場開発:収益性の高い市場に関する包括的な情報 ― 本レポートでは、様々な地域のデジタルマイニング市場を分析しています
  • 市場多様化:デジタルマイニング市場における新製品・サービス、未開拓地域、最近の動向、投資に関する包括的な情報
  • 競合評価:Wipro(インド)、Metso(フィンランド)、ABB(スイス)、Rockwell Automation(米国)、Cyient(インド)、FLSmidth(デンマーク)、Caterpillar(米国)、Sandvik(スウェーデン)、Schneider Electric(フランス)、Accenture(アイルランド)、Microsoft(米国)、IBM(米国)、Siemens(ドイツ)など、主要企業の市場シェア、成長戦略、サービス提供に関する詳細な評価

Report Description

The digital mining market is estimated to be USD 0.45 billion in 2025 and is projected to reach USD 0.74 billion by 2030, at a CAGR of 10.8%. The market is primarily driven by surging demand for lithium and copper, which are essential for the energy transition and the production of electric vehicles. This pressure, along with rising operational costs and declining ore grades, requires greater efficiency. The adoption of AI for exploration and process optimization, the deployment of automation and robotics to enhance safety and productivity, and the installation of IoT sensors for predictive maintenance are key enablers. Strict ESG regulations are also compelling companies to implement digital monitoring tools for compliance and sustainability.

“Business services segment is projected to register the highest CAGR during the forecast period”

Business services are expected to register the highest CAGR because mining operators increasingly outsource the specialist expertise needed to deploy, scale, and sustain digital solutions. Integrating IoT, AI, automation, and analytics across dispersed, asset-intensive sites requires systems integration, custom development, commissioning, and ongoing optimization that many mines cannot deliver internally. Legacy systems, harsh operating environments, and skilled labor shortages further drive demand for managed services, remote operations centers, and predictive maintenance programs.

Regulatory and ESG reporting needs create demand for verified data pipelines, audit-ready analytics, and third-party assurance services. Vendors that offer outcome-based contracts, subscription-based monitoring, and tiered support capture recurring revenue while de-risking adoption for operators. Business services also accelerate time-to-value by converting pilots into multi-site rollouts via standardized deployment templates, local service hubs, and training programs. Strategic partnerships with OEMs, engineering firms, and cloud providers expand capability stacks and market access. As miners prioritize measurable KPI improvements such as reduced downtime, lower cost per ton, and demonstrable emissions reductions, service providers that deliver verifiable outcomes will command premium pricing and sustained growth across the digital mining lifecycle.

“Surface mining segment is expected to hold the largest market share during the forecast period”

Surface mining is poised to hold the largest market share because its large, open-pit operations naturally align with digital solutions that deliver rapid, measurable returns. Surface sites operate large equipment fleets and extensive logistics networks, making fleet orchestration, autonomous haulage, and telematics highly impactful in reducing the cost per ton and improving uptime. The uniform terrain and centralized processing plants simplify sensor deployment, digital twin creation, and drone surveying, accelerating scale-up from pilot to multi-site rollouts.

Additionally, surface operations face intense scrutiny regarding fuel use, dust, and water management. Therefore, analytics for emissions, energy optimization, and environmental monitoring directly support ESG goals and regulatory compliance. Industry examples illustrate this trend: Rio Tinto’s Pilbara iron ore operations serve as a benchmark for autonomous haulage and remote operations.

BHP has implemented digital twins and process optimization in its open-pit operations, while Freeport-McMoRan has conducted analytics pilots at major surface copper sites to enhance ore control and maintenance planning. Since digital technologies provide evident benefits in productivity, safety, and sustainability on surface operations, vendors and operators focus their investments there. This preference accelerates market concentration and quicker adoption compared to underground or specialized mining segments.

“Asia Pacific will register the highest growth rate and will hold the largest market share during the forecast period”

The Asia Pacific region commands the largest market share in digital mining, owing to its vast, high-volume operations and a broad mix of critical minerals that favor rapid digital adoption. Large surface mines in Australia, such as Rio Tinto’s Pilbara and Fortescue operations, have already deployed autonomous haulage and remote operations centers, proving clear ROI. Indonesia’s Sulawesi nickel projects and Mongolia’s Oyu Tolgoi copper mine illustrate scale and strategic importance. China’s dominance in rare earth processing and India’s expanding coal and iron ore sectors further concentrate procurement of fleet orchestration, telemetry, and process optimization solutions across the region.

Asia Pacific’s high CAGR is driven by surging demand for batteries, electrification, and infrastructure that require copper, nickel, lithium, and rare earths, prompting rapid investment in digital workflows. Government incentives, targeted funding for critical minerals, and national programs for smart manufacturing accelerate deployments of AI, IoT, and digital twins. Local suppliers, OEMs, and service providers offer retrofit kits, managed services, and remote operations expertise that reduce deployment risk. Examples include Pilbara autonomous fleets scaling across sites, Indonesia’s nickel operations integrating telemetry for supply chain traceability, and China piloting AI analytics in large processing complexes.

Breakdown of primaries

The study contains insights from various industry experts, from solution vendors to Tier 1 companies. The break-up of the primaries is as follows:

  • By Company Type: Tier 1 – 40%, Tier 2 – 25%, and Tier 3 – 35%
  • By Designation: C-level – 25%, D-level – 40%, and Managers – 35%
  • By Region: North America – 39%, Europe – 25%, Asia Pacific – 19%, Rest of the World – 17%.

The major players in the digital mining market are Wipro (India), Metso (Finland), ABB (Switzerland), Rockwell Automation (US), Cyient (India), FLSmidth (Denmark), Caterpillar (US), Sandvik (Sweden), Schneider Electric (France), Accenture (Ireland), Microsoft (US), IBM (US), and Siemens (Germany). These players have adopted various growth strategies, such as partnerships, agreements, collaborations, new product launches, product enhancements, and acquisitions, to expand their digital mining footprint.

Research Coverage

The market study covers the digital mining market size across different segments. It aims to estimate the market size and the growth potential across various segments, including services (advisory, technical, business, managed it), mining type (surface mining, underground mining), and application (exploration, assessment, development, production operation, reclamation), and regions. The study includes an in-depth competitive analysis of the leading market players, 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 market leaders and new entrants with information on the closest approximations of the global digital mining market’s revenue numbers and subsegments. It will also 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 stakeholders with insights into the market’s pulse, as well as information on key market drivers, restraints, challenges, and opportunities.

The report provides insights into the following pointers:

  • Analysis of key drivers (Rising focus on sustainability and ESG compliance; Adoption of automation and robotics; Growing Demand for Critical Minerals and Energy Transition), restraints (High capital investment requirements; Limited network infrastructure in remote areas; Commodity Price Volatility and Economic Uncertainty), opportunities (Expansion of digital twin technology; Growth of cloud-based mining management platforms; Renewable Energy Integration and Decarbonization), and challenges (Operational risk in transitioning from manual to automated systems; Data interoperability and standardization issues) influencing the growth of the digital mining market
  • Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product and service launches in the digital mining market
  • Market Development: Comprehensive information about lucrative markets – the report analyses various regions’ digital mining markets
  • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the digital mining market
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as Wipro (India), Metso (Finland), ABB (Switzerland), Rockwell Automation (US), Cyient (India), FLSmidth (Denmark), Caterpillar (US), Sandvik (Sweden), Schneider Electric (France), Accenture (Ireland), Microsoft (US), IBM (US), and Siemens (Germany)

Table of Contents

1               INTRODUCTION              24

1.1           STUDY OBJECTIVES       24

1.2           MARKET DEFINITION   24

1.3           STUDY SCOPE   25

1.3.1        MARKET SEGMENTATION AND REGIONS COVERED                 25

1.3.2        INCLUSIONS AND EXCLUSIONS 25

1.4           YEARS CONSIDERED      26

1.5           CURRENCY CONSIDERED            26

1.6           STAKEHOLDERS               27

2               RESEARCH METHODOLOGY       28

2.1           RESEARCH DATA              28

2.1.1        SECONDARY DATA          29

2.1.2        PRIMARY DATA 29

2.1.2.1    Primary interviews with experts         29

2.1.2.2    Breakdown of primary profiles           30

2.1.2.3    Key insights from industry experts    30

2.2           MARKET SIZE ESTIMATION         30

2.2.1        TOP-DOWN APPROACH                31

2.2.2        BOTTOM-UP APPROACH              32

2.2.3        DIGITAL MINING MARKET ESTIMATION: DEMAND-SIDE ANALYSIS 33

2.3           DATA TRIANGULATION                34

2.4           RISK ASSESSMENT           35

2.5           RESEARCH ASSUMPTIONS           35

2.6           RESEARCH LIMITATIONS             36

3               EXECUTIVE SUMMARY  37

3.1           KEY INSIGHTS AND MARKET HIGHLIGHTS          37

3.2           KEY MARKET PARTICIPANTS: INSIGHTS AND STRATEGIC DEVELOPMENTS    38

3.3           DISRUPTIVE TRENDS SHAPING MARKET               39

3.4           HIGH-GROWTH SEGMENTS & EMERGING FRONTIERS                 40

3.5           SNAPSHOT: GLOBAL MARKET SIZE, GROWTH RATE, AND FORECAST                41

4               PREMIUM INSIGHTS       42

4.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL MINING MARKET           42

4.2           DIGITAL MINING MARKET, BY MINING TYPE     42

4.3           DIGITAL MINING MARKET, BY SERVICE 43

4.4           DIGITAL MINING MARKET, BY APPLICATION     43

4.5           NORTH AMERICA: DIGITAL MINING MARKET, BY SERVICE AND COUNTRY               44

5               MARKET OVERVIEW       45

5.1           INTRODUCTION              45

5.2           MARKET DYNAMICS       45

5.2.1        DRIVERS               46

5.2.1.1    Rising focus on sustainability and ESG compliance        46

5.2.1.2    Adoption of automation and robotics                46

5.2.1.3    Growing demand for critical minerals and energy transition                 46

5.2.2        RESTRAINTS      47

5.2.2.1    High capital investment requirements              47

5.2.2.2    Limited network infrastructure in remote areas              47

5.2.2.3    Commodity price volatility and economic uncertainty   48

5.2.3        OPPORTUNITIES              48

5.2.3.1    Expansion of digital twin technology 48

5.2.3.2    Growth of cloud-based mining management platforms 49

5.2.3.3    Renewable energy integration and decarbonization       49

5.2.4        CHALLENGES    49

5.2.4.1    Operational risk in transitioning from manual to automated systems  49

5.2.4.2    Data interoperability and standardization issues             50

5.3           INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES              50

5.3.1        INTERCONNECTED MARKETS   50

5.3.2        CROSS-SECTOR OPPORTUNITIES             51

5.4           STRATEGIC MOVES BY TIER-1/2/3 PLAYERS        51

6               INDUSTRY TRENDS         52

6.1           PORTER’S FIVE FORCES ANALYSIS           52

6.1.1        THREAT OF NEW ENTRANTS      53

6.1.2        THREAT OF SUBSTITUTES          53

6.1.3        BARGAINING POWER OF SUPPLIERS       54

6.1.4        BARGAINING POWER OF BUYERS             54

6.1.5        INTENSITY OF COMPETITIVE RIVALRY 54

6.2           MACROECONOMIC OUTLOOK  55

6.2.1        INTRODUCTION              55

6.2.2        GDP TRENDS AND FORECAST   55

6.2.3        TRENDS IN GLOBAL MINING INDUSTRY               57

6.3           SUPPLY CHAIN ANALYSIS             57

6.3.1        HARDWARE & INFRASTRUCTURE SUPPLIERS     58

6.3.2        SOFTWARE & PLATFORM DEVELOPERS 58

6.3.3        SYSTEM INTEGRATORS & SERVICE PROVIDERS 58

6.3.4        END-USE MINING OPERATIONS                58

6.4           ECOSYSTEM ANALYSIS  58

6.5           PRICING ANALYSIS          59

6.5.1        AVERAGE SELLING PRICE OF DIGITAL MINING SOLUTIONS, BY KEY PLAYER, 2024            60

6.5.2        INDICATIVE PRICING ANALYSIS, BY MINING TYPE, 2024                 61

6.6           KEY CONFERENCES AND EVENTS, 2025–2026        61

6.7           TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            62

6.8           INVESTMENT AND FUNDING SCENARIO               63

6.9           CASE STUDY ANALYSIS 63

6.9.1        ABB AND BOLIDEN LEVERAGED DIGITAL TWIN TECHNOLOGY FOR COMMINUTION PROCESS OPTIMIZATION                 63

6.9.2        SCHNEIDER ELECTRIC DELIVERED END-TO-END DIGITAL SOLUTION FOR ROY HILL IRON ORE OPERATIONS                 64

6.9.3        OCEANAGOLD ACCELERATED DIGITAL TRANSFORMATION BY MIGRATING TO MICROSOFT AZURE CLOUD 64

6.10         IMPACT OF 2025 US TARIFF – DIGITAL MINING MARKET                 65

6.10.1      INTRODUCTION              65

6.10.2      KEY TARIFF RATES          66

6.10.3      PRICE IMPACT ANALYSIS             67

6.10.3.1  Strategic Shifts and Emerging Trends               67

6.10.4      IMPACT ON COUNTRY/REGION                67

6.10.4.1  US           67

6.10.4.2  China      68

6.10.4.3  Europe   68

6.10.4.4  Asia Pacific (excluding China)           68

6.10.5      IMPACT ON END-USER INDUSTRIES       68

6.10.5.1  Metals & Minerals                68

6.10.5.2  Energy & Power    69

6.10.5.3  Construction & Infrastructure            69

6.10.5.4  Other End-use Industries   69

7               STRATEGIC DISRUPTION THROUGH TECHNOLOGY, PATENTS, DIGITAL, AND AI ADOPTIONS              70

7.1           KEY EMERGING TECHNOLOGIES              70

7.1.1        HYPERSPECTRAL IMAGING         70

7.1.2        LIDAR & AERIAL MAPPING           70

7.1.3        IN-SITU MINING EXTRACTION  70

7.1.4        ROBOTICS & SWARM TECHNOLOGY       71

7.1.5        BIOLEACHING & BIOMINERAL PROCESSING       71

7.1.6        GEOSPATIAL ANALYTICS & VISUALIZATION       71

7.2           COMPLEMENTARY TECHNOLOGIES       72

7.2.1        INTERNET OF THINGS (IOT)      72

7.2.2        EDGE COMPUTING         72

7.2.3        5G CONNECTIVITY         72

7.2.4        DIGITAL TWIN TECHNOLOGY   72

7.2.5        AUGMENTED REALITY (AR) & VIRTUAL REALITY (VR)                 73

7.3           TECHNOLOGY ROADMAP            73

7.3.1        SHORT-TERM (2025–2026) | FOUNDATION & EARLY COMMERCIALIZATION 73

7.3.2        MID-TERM (2027–2028) | EXPANSION & STANDARDIZATION       73

7.3.3        LONG-TERM (2029–2030+) | MASS COMMERCIALIZATION & DISRUPTION 74

7.4           PATENT ANALYSIS          74

7.4.1        INTRODUCTION              74

7.4.2        METHODOLOGY              74

7.4.3        DOCUMENT TYPE           75

7.4.4        INSIGHTS            76

7.4.5        JURISDICTION ANALYSIS              76

7.4.6        TOP APPLICANTS            76

7.5           IMPACT OF AI/GEN AI ON DIGITAL MINING MARKET                 77

7.5.1        TOP USE CASES AND MARKET POTENTIAL          77

7.5.2        CASE STUDIES OF AI IMPLEMENTATION IN DIGITAL MINING MARKET              78

7.5.3        INTERCONNECTED ADJACENT ECOSYSTEMS AND IMPACT ON MARKET PLAYERS  78

7.5.4        CLIENTS’ READINESS TO ADOPT GENERATIVE AI IN DIGITAL MINING MARKET           78

7.6           SUCCESS STORIES AND REAL-WORLD APPLICATIONS                 79

7.6.1        MICROSOFT: DRIVING DIGITAL TRANSFORMATION IN MINING WITH AI AND ADAPTIVE CLOUD             79

7.6.2        WIPRO: IOT-ENABLED TRANSPORT OPTIMIZATION FOR LEADING ASIAN MINING COMPANY              79

7.6.3        METSO: DATA-DRIVEN PERFORMANCE SERVICES: TRANSFORMING MINING EFFICIENCY   79

8               SUSTAINABILITY AND REGULATORY LANDSCAPE                 80

8.1           REGIONAL REGULATIONS AND COMPLIANCE   80

8.1.1        INDUSTRY STANDARDS                82

8.2           SUSTAINABILITY INITIATIVES   83

8.2.1        CARBON IMPACT AND ECO-APPLICATIONS OF DIGITAL MINING                83

8.2.1.1    Carbon Impact Reduction   83

8.2.1.2    Eco-Applications  84

8.3           SUSTAINABILITY IMPACT AND REGULATORY POLICY INITIATIVES       85

8.3.1        SUSTAINABILITY IMPACT OF DIGITAL MINING 85

8.3.2        REGULATORY POLICY INITIATIVES        85

8.4           CERTIFICATIONS, LABELING, ECO-STANDARDS                 86

9               CUSTOMER LANDSCAPE & BUYER BEHAVIOR    87

9.1           DECISION-MAKING PROCESS     87

9.2           BUYER STAKEHOLDERS AND BUYING EVALUATION CRITERIA             89

9.2.1        KEY STAKEHOLDERS IN BUYING PROCESS           89

9.2.2        BUYING CRITERIA           90

9.3           UNMET NEEDS FROM VARIOUS END-USE INDUSTRIES                 91

10            DIGITAL MINING MARKET, BY SERVICE 92

10.1         INTRODUCTION              93

10.1.1      SERVICE: DIGITAL MINING MARKET DRIVERS    93

10.2         TECHNICAL SERVICES   94

10.2.1      FUELED BY AUTOMATION, IOT INTEGRATION, AND ASSET PERFORMANCE VISIBILITY            94

10.3         ADVISORY SERVICES      95

10.3.1      ACCELERATED BY DEMAND FOR STRATEGIC DIGITAL TRANSFORMATION AND PROCESS EFFICIENCY 95

10.4         BUSINESS SERVICES        96

10.4.1      DRIVEN BY NEED FOR REAL-TIME ANALYTICS AND VALUE CHAIN OPTIMIZATION  96

10.5         MANAGED IT SERVICES 96

10.5.1      PROPELLED BY NEED FOR SECURE, SCALABLE, AND UNINTERRUPTED DIGITAL INFRASTRUCTURE 96

11            DIGITAL MINING MARKET, BY MINING TYPE     98

11.1         INTRODUCTION              99

11.1.1      MINING TYPE: DIGITAL MINING MARKET DRIVERS                 99

11.2         SURFACE MINING            100

11.2.1      DRIVEN BY DEMAND FOR OPERATIONAL VISIBILITY AND LARGE-SCALE PROCESS AUTOMATION      100

11.3         UNDERGROUND MINING             101

11.3.1      DRIVEN BY NEED FOR SAFETY AUTOMATION AND REMOTE MONITORING IN HAZARDOUS CONDITIONS  101

12            DIGITAL MINING MARKET, BY APPLICATION     102

12.1         INTRODUCTION              103

12.1.1      APPLICATION: DIGITAL MINING MARKET DRIVERS                 103

12.2         PRODUCTION OPERATION         104

12.2.1      DRIVEN BY NEED FOR AUTOMATION AND REAL-TIME OPTIMIZATION OF PRODUCTION PROCESSES  104

12.3         DEVELOPMENT                105

12.3.1      DRIVEN BY NEED FOR DATA-DRIVEN DESIGN AND SIMULATION FOR PROJECT EFFICIENCY              105

12.4         ASSESSMENT     106

12.4.1      DRIVEN BY NEED FOR DATA-DRIVEN PERFORMANCE EVALUATION AND RISK MANAGEMENT                106

12.5         EXPLORATION  106

12.5.1      DRIVEN BY NEED FOR FASTER, DATA-DRIVEN MINERAL DISCOVERY AND RESOURCE ESTIMATION          106

12.6         RECLAMATION 107

12.6.1      DRIVEN BY GROWING EMPHASIS ON SUSTAINABILITY AND POST-MINING ENVIRONMENTAL RECOVERY           107

13            DIGITAL MINING MARKET, BY REGION 109

13.1         INTRODUCTION              110

13.2         NORTH AMERICA             111

13.2.1      NORTH AMERICA: MACROECONOMIC OUTLOOK                 111

13.2.2      US           114

13.2.2.1  Federal funding and industry leaders propel digital mining innovation              114

13.2.3      CANADA               116

13.2.3.1  Government innovation programs and tech investments accelerate digital mining     116

13.3         EUROPE               118

13.3.1      EUROPE: MACROECONOMIC OUTLOOK               118

13.3.2      UK          120

13.3.2.1  Government initiatives supported by collaborations and partnerships to drive UK market        120

13.3.3      GERMANY           122

13.3.3.1  Research partnerships and AI pilots drive digital mining                 122

13.3.4      FRANCE                124

13.3.4.1  State-backed geoscience and AI projects map critical minerals                 124

13.3.5      ITALY    126

13.3.5.1  National exploration programme with sensors and AI modernizes mining    126

13.3.6      REST OF EUROPE             128

13.4         ASIA PACIFIC     128

13.4.1      ASIA PACIFIC: MACROECONOMIC OUTLOOK     128

13.4.2      CHINA  131

13.4.2.1  State digital resource plan and industry deployment of smart mines      131

13.4.3      INDIA    133

13.4.3.1  AI mapping and research funding to boost mineral discovery                 133

13.4.4      JAPAN   135

13.4.4.1  Urban mining focus and global partnerships secure critical minerals 135

13.4.5      REST OF ASIA PACIFIC   137

13.5         MIDDLE EAST & AFRICA                137

13.5.1      MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK                 137

13.5.2      UNITED ARAB EMIRATES             140

13.5.2.1  Economic diversification and strategic partnerships emphasize mining    140

13.5.3      KINGDOM OF SAUDI ARABIA     142

13.5.3.1  Vision 2030 and data-driven partnerships propel mining expansion               142

13.5.4      SOUTH AFRICA 143

13.5.4.1  4IR tech integration and leadership commitment drive mining modernization       143

13.5.5      REST OF MIDDLE EAST & AFRICA             145

13.6         LATIN AMERICA                146

13.6.1      LATIN AMERICA: MACROECONOMIC OUTLOOK                 146

13.6.2      BRAZIL 148

13.6.2.1  Industry-driven automation and public R&D funds modernize mining    148

13.6.3      MEXICO                150

13.6.3.1  Mining modernizes with 5G/AI focus despite minimal tech investment             150

13.6.4      REST OF LATIN AMERICA             152

14            COMPETITIVE LANDSCAPE         153

14.1         INTRODUCTION              153

14.2         KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2025                 153

14.3         REVENUE ANALYSIS, 2020–2024  154

14.4         MARKET SHARE ANALYSIS, 2024                 155

14.5         BRAND/PRODUCT COMPARISON             157

14.5.1      ABB DIGITAL MINING SERVICES               158

14.5.2      SIEMENS XCELERATOR AND SIMINE PORTFOLIOS                 158

14.5.3      ROCKWELL FACTORYTALK         158

14.5.4      METSO LIFE CYCLE SERVICES    158

14.5.5      CATERPILLAR MINESTAR SOLUTIONS PLATFORM                 158

14.6         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024                 158

14.6.1      STARS   158

14.6.2      EMERGING LEADERS     158

14.6.3      PERVASIVE PLAYERS      159

14.6.4      PARTICIPANTS 159

14.6.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024         160

14.6.5.1  Company footprint               160

14.6.5.2  Region footprint   160

14.6.5.3  Mining type footprint           161

14.6.5.4  Service footprint   162

14.7         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024        162

14.7.1      PROGRESSIVE COMPANIES         162

14.7.2      RESPONSIVE COMPANIES            162

14.7.3      DYNAMIC COMPANIES  163

14.7.4      STARTING BLOCKS         163

14.7.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024                 164

14.7.5.1  Detailed list of key startups/SMEs    164

14.7.5.2  Competitive benchmarking of key startups/SMEs          164

14.8         COMPANY VALUATION AND FINANCIAL METRICS                 165

14.9         COMPETITIVE SCENARIO             166

14.9.1      PRODUCT LAUNCHES   166

14.9.2      DEALS  167

15            COMPANY PROFILES      169

15.1         MAJOR PLAYERS               169

15.1.1      WIPRO  169

15.1.1.1  Business overview 169

15.1.1.2  Products/Solutions/Services offered 170

15.1.1.3  Recent developments           171

15.1.1.3.1                Product launches  171

15.1.1.3.2                Deals      171

15.1.1.4  MnM view              172

15.1.1.4.1                Right to win           172

15.1.1.4.2                Strategic choices   172

15.1.1.4.3                Weaknesses and competitive threats 172

15.1.2      METSO 173

15.1.2.1  Business overview 173

15.1.2.2  Products/Solutions/Services offered 174

15.1.2.3  Recent developments           175

15.1.2.3.1                Product launches  175

15.1.2.3.2                Deals      175

15.1.2.4  MnM view              176

15.1.2.4.1                Right to win           176

15.1.2.4.2                Strategic choices   176

15.1.2.4.3                Weaknesses and competitive threats 176

15.1.3      ABB        177

15.1.3.1  Business overview 177

15.1.3.2  Products/Solutions/Services offered 178

15.1.3.3  Recent developments           179

15.1.3.3.1                Product launches  179

15.1.3.3.2                Deals      180

15.1.3.4  MnM view              181

15.1.3.4.1                Right to win           181

15.1.3.4.2                Strategic choices   181

15.1.3.4.3                Weaknesses and competitive threats 181

15.1.4      ROCKWELL AUTOMATION          182

15.1.4.1  Business overview 182

15.1.4.2  Products/Solutions/Services offered 183

15.1.4.3  Recent developments           184

15.1.4.3.1                Product launches  184

15.1.4.3.2                Deals      184

15.1.4.4  MnM view              185

15.1.4.4.1                Right to win           185

15.1.4.4.2                Strategic choices   185

15.1.4.4.3                Weaknesses and competitive threats 185

15.1.5      KPMG    186

15.1.5.1  Business overview 186

15.1.5.2  Products/Solutions/Services offered 186

15.1.5.3  Recent developments           187

15.1.5.3.1                Product launches  187

15.1.5.3.2                Deals      187

15.1.5.4  MnM view              188

15.1.5.4.1                Right to win           188

15.1.5.4.2                Strategic choices   188

15.1.5.4.3                Weaknesses and competitive threats 188

15.1.6      CYIENT 189

15.1.6.1  Business overview 189

15.1.6.2  Products/Solutions/Services offered 190

15.1.6.3  Recent developments           191

15.1.6.3.1                Product launches  191

15.1.6.3.2                Deals      191

15.1.7      FLSMIDTH          192

15.1.7.1  Business overview 192

15.1.7.2  Products/Solutions/Services offered 193

15.1.7.3  Recent developments           194

15.1.7.3.1                Product launches  194

15.1.7.3.2                Deals      194

15.1.8      CATERPILLAR    196

15.1.8.1  Business overview 196

15.1.8.2  Products/Solutions/Services offered 197

15.1.8.3  Recent developments           198

15.1.8.3.1                Product launches  198

15.1.8.3.2                Deals      198

15.1.9      EY           199

15.1.9.1  Business overview 199

15.1.9.2  Products/Solutions/Services offered 199

15.1.9.3  Recent developments           200

15.1.9.3.1                Product launches  200

15.1.9.3.2                Deals      200

15.1.10   SANDVIK              201

15.1.10.1                 Business overview 201

15.1.10.2                 Products/Solutions/Services offered 202

15.1.10.3                 Recent developments           203

15.1.10.3.1             Product launches  203

15.1.10.3.2             Deals      203

15.1.11   SCHNEIDER ELECTRIC  205

15.1.11.1                 Business overview 205

15.1.11.2                 Products/Solutions/Services offered 206

15.1.11.3                 Recent developments           207

15.1.11.3.1             Product launches  207

15.1.11.3.2             Deals      208

15.1.12   ACCENTURE      209

15.1.12.1                 Business overview 209

15.1.12.2                 Products/Solutions/Services offered 210

15.1.12.3                 Recent developments           211

15.1.12.3.1             Product launches  211

15.1.12.3.2             Deals      211

15.1.13   MICROSOFT       213

15.1.13.1                 Business overview 213

15.1.13.2                 Products/Solutions/Services offered 214

15.1.13.3                 Recent developments           215

15.1.13.3.1             Product launches  215

15.1.13.3.2             Deals      215

15.1.14   IBM        216

15.1.14.1                 Business overview 216

15.1.14.2                 Products/Solutions/Services offered 217

15.1.14.3                 Recent developments           218

15.1.14.3.1             Product launches  218

15.1.14.3.2             Deals      218

15.1.15   SIEMENS              219

15.1.15.1                 Business overview 219

15.1.15.2                 Products/Solutions/Services offered 220

15.1.15.3                 Recent developments           221

15.1.15.3.1             Product launches  221

15.1.15.3.2             Deals      221

15.2         STARTUPS/SMES              222

15.2.1      MINEMAGMA    222

15.2.2      RPMGLOBAL      223

15.2.3      SPRINTSUITE    224

15.2.4      MAPTEK               224

15.2.5      ECOMINE CONSULTING               225

15.2.6      REACTORE          225

15.2.7      THOROUGHTEC SIMULATION  226

15.2.8      AMPCONTROL  227

16            APPENDIX           228

16.1         DISCUSSION GUIDE        228

16.2         KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL                230

16.3         CUSTOMIZATION OPTIONS        232

16.4         RELATED REPORTS         232

16.5         AUTHOR DETAILS           233

LIST OF TABLES

TABLE 1                USD EXCHANGE RATES, 2020–2024            26

TABLE 2                INTERCONNECTED MARKETS   50

TABLE 3                STRATEGIC MOVES BY TIER-1/2/3 PLAYERS                 51

TABLE 4                DIGITAL MINING MARKET: PORTER’S FIVE FORCES ANALYSIS           53

TABLE 5                GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2029              55

TABLE 6                ROLES OF COMPANIES IN DIGITAL MINING ECOSYSTEM       59

TABLE 7                AVERAGE SELLING PRICE OF DIGITAL MINING SOLUTIONS, BY KEY PLAYER, 2024            60

TABLE 8                INDICATIVE PRICING TREND OF DIGITAL MINING, BY MINING TYPE, 2024 61

TABLE 9                GRAPHENE MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2024–2026                 61

TABLE 10              US ADJUSTED RECIPROCAL TARIFF RATES                 66

TABLE 11              DIGITAL MINING MARKET: TOTAL NUMBER OF PATENTS,  JANUARY 2016–SEPTEMBER 2025       75

TABLE 12              TOP USE CASES AND MARKET POTENTIAL                 77

TABLE 13              DIGITAL MINING MARKET: CASE STUDIES RELATED TO GEN AI IMPLEMENTATION              78

TABLE 14              INTERCONNECTED ADJACENT ECOSYSTEM AND IMPACT ON MARKET PLAYERS        78

TABLE 15              NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES,  AND OTHER ORGANIZATIONS                 80

TABLE 16              EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           81

TABLE 17              ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES,  AND OTHER ORGANIZATIONS                 81

TABLE 18              ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           82

TABLE 19              GLOBAL INDUSTRY STANDARDS IN DIGITAL MINING MARKET              83

TABLE 20              SUSTAINABILITY IMPACT OF DIGITAL MINING                 85

TABLE 21              REGULATORY POLICY INITIATIVES        85

TABLE 22              CERTIFICATIONS, LABELING, ECO-STANDARDS IN DIGITAL MINING MARKET     86

TABLE 23              INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END-USE INDUSTRY (%)   90

TABLE 24              KEY BUYING CRITERIA, BY END-USE INDUSTRY                 90

TABLE 25              UNMET NEEDS IN DIGITAL MINING MARKET, BY END-USE INDUSTRY 91

TABLE 26              DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)       94

TABLE 27              DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)       94

TABLE 28              TECHNICAL SERVICES: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            94

TABLE 29              TECHNICAL SERVICES: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            95

TABLE 30              ADVISORY SERVICES: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            95

TABLE 31              ADVISORY SERVICES: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            95

TABLE 32              BUSINESS SERVICES: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            96

TABLE 33              BUSINESS SERVICES: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            96

TABLE 34              MANAGED IT SERVICES: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            97

TABLE 35              MANAGED IT SERVICES: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            97

TABLE 36              DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)            99

TABLE 37              DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)            100

TABLE 38              SURFACE MINING: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            100

TABLE 39              SURFACE MINING: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            100

TABLE 40              UNDERGROUND MINING: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            101

TABLE 41              UNDERGROUND MINING: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            101

TABLE 42              DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)            104

TABLE 43              DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)            104

TABLE 44              PRODUCTION OPERATION: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            104

TABLE 45              PRODUCTION OPERATION: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            105

TABLE 46              DEVELOPMENT: DIGITAL MINING MARKET, BY REGION,

2019–2024 (USD MILLION)            105

TABLE 47              DEVELOPMENT: DIGITAL MINING MARKET, BY REGION,

2025–2030 (USD MILLION)            105

TABLE 48              ASSESSMENT: DIGITAL MINING MARKET, BY REGION, 2019–2024 (USD MILLION)          106

TABLE 49              ASSESSMENT: DIGITAL MINING MARKET, BY REGION, 2025–2030 (USD MILLION)          106

TABLE 50              EXPLORATION: DIGITAL MINING MARKET, BY REGION, 2019–2024 (USD MILLION)          107

TABLE 51              EXPLORATION: DIGITAL MINING MARKET, BY REGION, 2025–2030 (USD MILLION)          107

TABLE 52              RECLAMATION: DIGITAL MINING MARKET, BY REGION, 2019–2024 (USD MILLION)          107

TABLE 53              RECLAMATION: DIGITAL MINING MARKET, BY REGION, 2025–2030 (USD MILLION)          108

TABLE 54              DIGITAL MINING MARKET, BY REGION, 2019–2024 (USD MILLION)       110

TABLE 55              DIGITAL MINING MARKET, BY REGION, 2025–2030 (USD MILLION)       111

TABLE 56              NORTH AMERICA: DIGITAL MINING MARKET, BY SERVICE,

2019–2024 (USD MILLION)            112

TABLE 57              NORTH AMERICA: DIGITAL MINING MARKET, BY SERVICE,

2025–2030 (USD MILLION)            112

TABLE 58              NORTH AMERICA: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            113

TABLE 59              NORTH AMERICA: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            113

TABLE 60              NORTH AMERICA: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            113

TABLE 61              NORTH AMERICA: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            113

TABLE 62              NORTH AMERICA: DIGITAL MINING MARKET, BY COUNTRY,

2019–2024 (USD MILLION)            114

TABLE 63              NORTH AMERICA: DIGITAL MINING MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            114

TABLE 64              US: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            114

TABLE 65              US: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            115

TABLE 66             US: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)            115

TABLE 67             US: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)            115

TABLE 68              US: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              115

TABLE 69              US: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              116

TABLE 70              CANADA: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         116

TABLE 71              CANADA: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         116

TABLE 72              CANADA: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)              117

TABLE 73              CANADA: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)              117

TABLE 74              CANADA: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              117

TABLE 75              CANADA: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              117

TABLE 76              EUROPE: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         118

TABLE 77              EUROPE: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         119

TABLE 78              EUROPE: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                119

TABLE 79              EUROPE: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                119

TABLE 80              EUROPE: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              119

TABLE 81              EUROPE: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              120

TABLE 82              EUROPE: DIGITAL MINING MARKET, BY COUNTRY, 2019–2024 (USD MILLION)     120

TABLE 83              EUROPE: DIGITAL MINING MARKET, BY COUNTRY, 2025–2030 (USD MILLION)     120

TABLE 84              UK: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            121

TABLE 85              UK: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            121

TABLE 86              UK: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                121

TABLE 87              UK: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                121

TABLE 88              UK: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              122

TABLE 89              UK: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              122

TABLE 90              GERMANY: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         123

TABLE 91              GERMANY: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         123

TABLE 92              GERMANY: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            123

TABLE 93              GERMANY: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            123

TABLE 94              GERMANY: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            124

TABLE 95              GERMANY: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            124

TABLE 96              FRANCE: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         124

TABLE 97              FRANCE: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         125

TABLE 98              FRANCE: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                125

TABLE 99              FRANCE: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                125

TABLE 100            FRANCE: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              125

TABLE 101            FRANCE: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              126

TABLE 102            ITALY: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            126

TABLE 103            ITALY: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            127

TABLE 104            ITALY: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                127

TABLE 105            ITALY: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                127

TABLE 106            ITALY: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              127

TABLE 107            ITALY: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              128

TABLE 108            ASIA PACIFIC: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         129

TABLE 109            ASIA PACIFIC: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         130

TABLE 110            ASIA PACIFIC: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            130

TABLE 111            ASIA PACIFIC: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            130

TABLE 112            ASIA PACIFIC: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            130

TABLE 113            ASIA PACIFIC: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            131

TABLE 114            ASIA PACIFIC: DIGITAL MINING MARKET, BY COUNTRY, 2019–2024 (USD MILLION)     131

TABLE 115            ASIA PACIFIC: DIGITAL MINING MARKET, BY COUNTRY, 2025–2030 (USD MILLION)     131

TABLE 116            CHINA: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            132

TABLE 117            CHINA: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            132

TABLE 118            CHINA: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                132

TABLE 119            CHINA: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                132

TABLE 120            CHINA: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              133

TABLE 121            CHINA: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              133

TABLE 122            INDIA: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            133

TABLE 123            INDIA: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            134

TABLE 124            INDIA: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                134

TABLE 125            INDIA: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                134

TABLE 126            INDIA: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              134

TABLE 127            INDIA: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              135

TABLE 128            JAPAN: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            135

TABLE 129            JAPAN: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            135

TABLE 130            JAPAN: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                136

TABLE 131            JAPAN: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                136

TABLE 132            JAPAN: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              136

TABLE 133            JAPAN: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              136

TABLE 134            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY SERVICE,

2019–2024 (USD MILLION)            138

TABLE 135            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY SERVICE,

2025–2030 (USD MILLION)            138

TABLE 136            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            138

TABLE 137            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            138

TABLE 138            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            139

TABLE 139            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            139

TABLE 140            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY COUNTRY,

2019–2024 (USD MILLION)            139

TABLE 141            MIDDLE EAST & AFRICA: DIGITAL MINING MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            140

TABLE 142            UAE: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            140

TABLE 143            UAE: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            140

TABLE 144            UAE: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                141

TABLE 145            UAE: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                141

TABLE 146            UAE: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              141

TABLE 147            UAE: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              141

TABLE 148            KSA: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            142

TABLE 149            KSA: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            142

TABLE 150            KSA: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                142

TABLE 151            KSA: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                143

TABLE 152            KSA: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              143

TABLE 153            KSA: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              143

TABLE 154            SOUTH AFRICA: DIGITAL MINING MARKET, BY SERVICE,

2019–2024 (USD MILLION)            144

TABLE 155            SOUTH AFRICA: DIGITAL MINING MARKET, BY SERVICE,

2025–2030 (USD MILLION)            144

TABLE 156            SOUTH AFRICA: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            144

TABLE 157            SOUTH AFRICA: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            144

TABLE 158            SOUTH AFRICA: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            145

TABLE 159            SOUTH AFRICA: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            145

TABLE 160            LATIN AMERICA: DIGITAL MINING MARKET, BY SERVICE,

2019–2024 (USD MILLION)            146

TABLE 161            LATIN AMERICA: DIGITAL MINING MARKET, BY SERVICE,

2025–2030 (USD MILLION)            146

TABLE 162            LATIN AMERICA: DIGITAL MINING MARKET, BY MINING TYPE,

2019–2024 (USD MILLION)            147

TABLE 163            LATIN AMERICA: DIGITAL MINING MARKET, BY MINING TYPE,

2025–2030 (USD MILLION)            147

TABLE 164            LATIN AMERICA: DIGITAL MINING MARKET, BY APPLICATION,

2019–2024 (USD MILLION)            147

TABLE 165            LATIN AMERICA: DIGITAL MINING MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            147

TABLE 166            LATIN AMERICA: DIGITAL MINING MARKET, BY COUNTRY,

2019–2024 (USD MILLION)            148

TABLE 167            LATIN AMERICA: DIGITAL MINING MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            148

TABLE 168            BRAZIL: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)            148

TABLE 169            BRAZIL: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)            149

TABLE 170            BRAZIL: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                149

TABLE 171            BRAZIL: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                149

TABLE 172            BRAZIL: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              149

TABLE 173            BRAZIL: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              150

TABLE 174            MEXICO: DIGITAL MINING MARKET, BY SERVICE, 2019–2024 (USD MILLION)         150

TABLE 175            MEXICO: DIGITAL MINING MARKET, BY SERVICE, 2025–2030 (USD MILLION)         151

TABLE 176            MEXICO: DIGITAL MINING MARKET, BY MINING TYPE, 2019–2024 (USD MILLION)                151

TABLE 177            MEXICO: DIGITAL MINING MARKET, BY MINING TYPE, 2025–2030 (USD MILLION)                151

TABLE 178            MEXICO: DIGITAL MINING MARKET, BY APPLICATION, 2019–2024 (USD MILLION)              151

TABLE 179            MEXICO: DIGITAL MINING MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              152

TABLE 180            OVERVIEW OF STRATEGIES ADOPTED BY KEY DIGITAL MINING MARKET PLAYERS,  2022–2025                153

TABLE 181            DIGITAL MINING MARKET: DEGREE OF COMPETITION 156

TABLE 182            DIGITAL MINING MARKET: REGION FOOTPRINT       160

TABLE 183            DIGITAL MINING MARKET: MINING TYPE FOOTPRINT       161

TABLE 184            DIGITAL MINING MARKET: SERVICE FOOTPRINT       162

TABLE 185            DIGITAL MINING MARKET: LIST OF KEY STARTUPS/SMES              164

TABLE 186            DIGITAL MINING MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES          164

TABLE 187            DIGITAL MINING MARKET: PRODUCT LAUNCHES, JANUARY 2022–APRIL 2025   166

TABLE 188            DIGITAL MINING MARKET: DEALS, JANUARY 2022–APRIL 2025                167

TABLE 189            WIPRO: COMPANY OVERVIEW   169

TABLE 190            WIPRO: PRODUCTS/SOLUTIONS/SERVICES OFFERED             170

TABLE 191            WIPRO: PRODUCT LAUNCHES   171

TABLE 192            WIPRO: DEALS  171

TABLE 193            METSO: COMPANY OVERVIEW  173

TABLE 194            METSO: PRODUCTS/SOLUTIONS/SERVICES OFFERED             174

TABLE 195            METSO: PRODUCT LAUNCHES  175

TABLE 196            METSO: DEALS 175

TABLE 197            ABB: COMPANY OVERVIEW         177

TABLE 198            ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED             178

TABLE 199            ABB: PRODUCT LAUNCHES         179

TABLE 200            ABB: DEALS        180

TABLE 201            ROCKWELL AUTOMATION: COMPANY OVERVIEW          182

TABLE 202            ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    183

TABLE 203            ROCKWELL AUTOMATION: PRODUCT LAUNCHES          184

TABLE 204            ROCKWELL AUTOMATION: DEALS          184

TABLE 205            KPMG: COMPANY OVERVIEW    186

TABLE 206            KPMG: PRODUCTS/SOLUTIONS/SERVICES OFFERED             186

TABLE 207            KPMG: PRODUCT LAUNCHES    187

TABLE 208            KPMG: DEALS    187

TABLE 209            CYIENT: COMPANY OVERVIEW 189

TABLE 210            CYIENT: PRODUCTS/SOLUTIONS/SERVICES OFFERED             190

TABLE 211            CYIENT: PRODUCT LAUNCHES 191

TABLE 212            CYIENT: DEALS 191

TABLE 213            FLSMIDTH: COMPANY OVERVIEW           192

TABLE 214            FLSMIDTH: PRODUCTS/SOLUTIONS/SERVICES OFFERED             193

TABLE 215            FLSMIDTH: PRODUCT LAUNCHES           194

TABLE 216            FLSMIDTH: DEALS           194

TABLE 217            CATERPILLAR: COMPANY OVERVIEW    196

TABLE 218            CATERPILLAR: PRODUCTS/SOLUTIONS/SERVICES OFFERED    197

TABLE 219            CATERPILLAR: PRODUCT LAUNCHES    198

TABLE 220            CATERPILLAR: DEALS    198

TABLE 221            EY: COMPANY OVERVIEW            199

TABLE 222            EY: PRODUCTS/SOLUTIONS/SERVICES OFFERED             199

TABLE 223            EY: PRODUCT LAUNCHES            200

TABLE 224            EY: DEALS           200

TABLE 225            SANDVIK: COMPANY OVERVIEW               201

TABLE 226            SANDVIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED             202

TABLE 227            SANDVIK: PRODUCT LAUNCHES               203

TABLE 228            SANDVIK: DEALS              203

TABLE 229            SCHNEIDER ELECTRIC: COMPANY OVERVIEW                 205

TABLE 230            SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED    206

TABLE 231            SCHNEIDER ELECTRIC: PRODUCT LAUNCHES                 207

TABLE 232            SCHNEIDER ELECTRIC: DEALS  208

TABLE 233            ACCENTURE: COMPANY OVERVIEW       209

TABLE 234            ACCENTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED    210

TABLE 235            ACCENTURE: PRODUCT LAUNCHES       211

TABLE 236            ACCENTURE: DEALS       211

TABLE 237            MICROSOFT: COMPANY OVERVIEW        213

TABLE 238            MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED    214

TABLE 239            MICROSOFT: PRODUCT LAUNCHES        215

TABLE 240            MICROSOFT: DEALS       215

TABLE 241            IBM: COMPANY OVERVIEW         216

TABLE 242            IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED             217

TABLE 243            IBM: PRODUCT LAUNCHES         218

TABLE 244            IBM: DEALS        218

TABLE 245            SIEMENS: COMPANY OVERVIEW               219

TABLE 246            SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED             220

TABLE 247            SIEMENS: PRODUCT LAUNCHES               221

TABLE 248            SIEMENS: DEALS               221

LIST OF FIGURES

FIGURE 1              DIGITAL MINING MARKET: RESEARCH DESIGN                 28

FIGURE 2              BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION  30

FIGURE 3              DIGITAL MINING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES         31

FIGURE 4              MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE OF VENDORS IN DIGITAL MINING MARKET           32

FIGURE 5              MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2 (DEMAND SIDE): DIGITAL MINING MARKET                 32

FIGURE 6              MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS             33

FIGURE 7              MARKET SIZE ESTIMATION USING BOTTOM-UP APPROACH         33

FIGURE 8              DIGITAL MINING MARKET: DATA TRIANGULATION             34

FIGURE 9              KEY INSIGHTS AND MARKET HIGHLIGHTS                 37

FIGURE 10            GLOBAL DIGITAL MINING MARKET, 2025-2030                 38

FIGURE 11            MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN DIGITAL MINING MARKET (2020-2025)              38

FIGURE 12            DISRUPTIVE TRENDS IMPACTING GROWTH OF DIGITAL MINING MARKET DURING FORECAST PERIOD                 39

FIGURE 13            TECHNICAL SERVICES AND SURFACE MINING SEGMENT ACCOUNTED FOR LARGEST MARKET SHARE IN 2024                 40

FIGURE 14            ASIA PACIFIC TO REGISTER FASTEST GROWTH DURING FORECAST PERIOD       41

FIGURE 15            DEPLOYMENT OF DIGITAL SOLUTIONS FOR ENERGY MANAGEMENT, SUSTAINABILITY & ESG TO DRIVE MARKET               42

FIGURE 16            SURFACE MINING SEGMENT TO HOLD LARGER MARKET SHARE IN 2025 42

FIGURE 17            TECHNICAL SERVICES SEGMENT TO HOLD LARGEST MARKET SHARE IN 2025             43

FIGURE 18            PRODUCTION OPERATION SEGMENT TO LEAD MARKET IN 2025                43

FIGURE 19            TECHNICAL SERVICES AND US TO ACCOUNT FOR SIGNIFICANT MARKET SHARES

IN 2025  44

FIGURE 20            DIGITAL MINING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,  AND CHALLENGES      45

FIGURE 21            DIGITAL MINING MARKET: MINERALS USED IN CLEAN ENERGY TECHNOLOGIES COMPARED TO OTHER POWER GENERATION SOURCES                47

FIGURE 22            DIGITAL MINING MARKET: PORTER’S FIVE FORCES ANALYSIS           52

FIGURE 23            DIGITAL MINING MARKET: SUPPLY CHAIN ANALYSIS            57

FIGURE 24            DIGITAL MINING ECOSYSTEM  59

FIGURE 25            TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS   62

FIGURE 26            DIGITAL MINING MARKET: INVESTMENT AND FUNDING SCENARIO OF MAJOR PLAYERS, 2024 (USD BILLION)                 63

FIGURE 27            PATENT ANALYSIS, BY DOCUMENT TYPE, JANUARY 2016–SEPTEMBER 2025                75

FIGURE 28            PATENT PUBLICATION TRENDS, 2016−2025                 75

FIGURE 29            JURISDICTION OF US REGISTERED HIGHEST PERCENTAGE OF PATENTS,

JANUARY 2016–SEPTEMBER 2025                76

FIGURE 30            TOP PATENT APPLICANTS, JANUARY 2016–SEPTEMBER 2025              77

FIGURE 31            DIGITAL MINING MARKET: DECISION-MAKING FACTORS             89

FIGURE 32            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END-USE INDUSTRY            89

FIGURE 33            KEY BUYING CRITERIA, BY END-USE INDUSTRY                 90

FIGURE 34            BUSINESS SERVICES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD      93

FIGURE 35            UNDERGROUND MINING SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD   99

FIGURE 36            DEVELOPMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD      103

FIGURE 37            DIGITAL MINING MARKET: REGIONAL SNAPSHOT          110

FIGURE 38            NORTH AMERICA: MARKET SNAPSHOT 112

FIGURE 39            ASIA PACIFIC: MARKET SNAPSHOT          129

FIGURE 40            REVENUE ANALYSIS OF KEY PLAYERS IN DIGITAL MINING MARKET,

2020–2024 (USD MILLION)            155

FIGURE 41            SHARES OF LEADING COMPANIES IN DIGITAL MINING MARKET, 2024  155

FIGURE 42            DIGITAL MINING MARKET: BRAND/PRODUCT COMPARISON   157

FIGURE 43            DIGITAL MINING MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024         159

FIGURE 44            DIGITAL MINING MARKET: COMPANY FOOTPRINT       160

FIGURE 45            DIGITAL MINING MARKET: COMPANY EVALUATION MATRIX

(STARTUPS/SMES), 2024                163

FIGURE 46            COMPANY VALUATION OF KEY VENDORS, 2025                 165

FIGURE 47            FINANCIAL METRICS OF KEY VENDORS, 2025                 165

FIGURE 48            WIPRO: COMPANY SNAPSHOT  170

FIGURE 49            METSO: COMPANY SNAPSHOT  174

FIGURE 50            ABB: COMPANY SNAPSHOT        178

FIGURE 51            ROCKWELL AUTOMATION: COMPANY SNAPSHOT          183

FIGURE 52            CYIENT: COMPANY SNAPSHOT 190

FIGURE 53            FLSMIDTH: COMPANY SNAPSHOT           193

FIGURE 54            CATERPILLAR: COMPANY SNAPSHOT    197

FIGURE 55            SANDVIK: COMPANY SNAPSHOT              202

FIGURE 56            SCHNEIDER ELECTRIC: COMPANY SNAPSHOT                 206

FIGURE 57            ACCENTURE: COMPANY SNAPSHOT       210

FIGURE 58            MICROSOFT: COMPANY SNAPSHOT        214

FIGURE 59            IBM: COMPANY SNAPSHOT         217

FIGURE 60            SIEMENS: COMPANY SNAPSHOT               220