コネクテッドマイニング市場:提供サービス(ソリューション(資産追跡と最適化、フリート管理)、サービス(プロフェッショナル、マネージド))、採掘タイプ(地表、地下)、用途、展開モード、地域別 - 2028年までの世界予測Connected Mining Market by Offering (Solutions (Asset Tracking and Optimization, Fleet Management) and Services (Professional, Managed)), Mining Type (Surface, Underground), Application, Deployment Mode and Region - Global Forecast to 2028 世界のコネクテッドマイニング市場は、2023年に133億ドル規模、2028年には227億ドル規模になると予測され、予測期間中のCAGRは11.3%で成長する。コネクテッド・マイニング市場は、技術の進歩とオペレーショナル... もっと見る
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サマリー世界のコネクテッドマイニング市場は、2023年に133億ドル規模、2028年には227億ドル規模になると予測され、予測期間中のCAGRは11.3%で成長する。コネクテッド・マイニング市場は、技術の進歩とオペレーショナル・エクセレンスの追求によって著しい成長を遂げている。業界は、プロセスの最適化、作業員の安全確保、全体的な効率改善において、コネクテッド・マイニング・ソリューションの可能性を実感している。コネクテッド・マイニングは、IoT、クラウド・コンピューティング、データ分析を活用し、リアルタイムのモニタリング、リモート・コラボレーション、情報に基づく意思決定を可能にする。この革新的なアプローチは、鉱業を再構築し、生産性、持続可能性、費用対効果を促進します。探鉱から資源管理に至るまで、コネクテッド・マイニング・ソリューションはシームレスで統合されたアプローチを提供し、操業パフォーマンスを向上させ、ダイナミックな採鉱環境における競争力を維持します。予測期間中に高い市場シェアを記録するソリューションセグメント 予測期間中、コネクテッドマイニング市場では、ソリューション部門が高い市場シェアを記録すると予想される。コネクテッド・マイニング・ソリューションは、鉱山会社が操業を最適化し、生産性を向上させることを可能にする包括的な技術とソフトウェア・アプリケーションを包含している。業界がデジタルトランスフォーメーションと業務効率化を優先し続ける中、統合されカスタマイズされたソリューションへの需要が急増するだろう。ソリューション部門は、鉱業会社が特定の課題に対処し、競争の激しい状況で持続可能な成長を達成するためのツールと機能を提供し、市場を支配する態勢を整えている。 予測期間中に高い市場シェアを記録する資産追跡と最適化セグメント コネクテッドマイニング市場では、予測期間中、資産追跡・最適化分野がより高い市場シェアを記録すると予想される。このセグメントは、鉱山会社が車両、設備、機械などの資産を追跡し、最適化することを可能にするソリューションに焦点を当てている。IoT、GPS、高度な分析などの技術を活用することで、鉱山会社は資産をリアルタイムで可視化し、業務効率を高め、生産性を最大化することができる。資産の位置、性能、利用状況を監視できることで、鉱山会社はデータ主導の意思決定を行い、メンテナンス計画を改善し、資源配分を最適化することができます。コスト削減とオペレーションの卓越性のために資産追跡と最適化の重要性を認識する鉱山会社が増えているため、資産追跡と最適化部門は市場を支配し、技術革新を促進し、鉱山資産の管理方法を再構築する態勢を整えている。 予測期間中、アジア太平洋地域のCAGRが上昇 予測期間中、アジア太平洋地域はコネクテッドマイニング市場の年平均成長率(CAGR)が高くなると予測される。アジア太平洋地域は重要な鉱物埋蔵量を誇っており、採掘活動の大幅な成長を目の当たりにしている。この地域の鉱業では、IoT、AI、クラウドコンピューティングなどの先進技術の採用が増加しており、コネクテッドマイニングソリューションの需要を促進している。さらに、急速な工業化、都市化、インフラ整備が、効率的な資源管理と最適化された採鉱作業の必要性を煽っている。その結果、アジア太平洋地域はコネクテッド・マイニング・ソリューション・プロバイダーにとって有利な機会を提供し、予測期間中の主要成長市場として位置づけられている。 主な内訳 本調査には、ソリューションベンダーからTier 1企業まで、さまざまな業界専門家による洞察が含まれています。主な内訳は以下の通りである: - 企業タイプ別ティア1:35%、ティア2:45%、ティア3:20 - 役職別Cレベル:35%、役員:25%、その他:40 - 地域別北米 -45%、欧州 -20%、APAC -30%、ROW -5 コネクテッド・マイニング市場の主要プレーヤーは、ABB(スイス)、IBM(米国)、SAP(ドイツ)、シスコ(米国)、シュナイダー・エレクトリック(フランス)、コマツ(日本)、ヘキサゴン(スウェーデン)、キャタピラー(米国)、ロックウェル・オートメーション(米国)、トリンブル(米国)である、シーメンス(ドイツ)、ハウデン(スコットランド)、アクセンチュア(アイルランド)、PTC(米国)、日立製作所(日本)、ユーロテック・コミュニケーション(イスラエル)、ウィプロ(インド)、MSTグローバル(米国)、GEデジタル(米国)、シンボティックウェア(カナダ)、ゲタック(台湾)、IntelliSense.io(英国)、Zyfra(フィンランド)、Axora(英国)、GroundHog(米国)、SmartMining SpA(チリ)、Applied Vehicle Analysis(アフリカ)。これらのプレーヤーは、コネクテッド・マイニング市場での足跡を拡大するために、パートナーシップ、契約・提携、製品の発売・強化、買収など、さまざまな成長戦略を採用している。 調査対象範囲 この調査レポートは、さまざまなセグメントにわたるコネクテッドマイニング市場を対象としています。この調査は、提供サービス、アプリケーション、エンドユーザー、用途、地域に基づいて、さまざまなセグメントにわたる市場規模と成長の可能性を推定することを目的としています。また、主要市場プレイヤーの詳細な競合分析、企業プロフィール、製品および事業提供に関する主な見解、最近の動向、主要市場戦略も含まれています。 レポート購入の主な利点 本レポートは、世界のコネクテッドマイニング市場とそのサブセグメントにおける収益数の最も近い近似値に関する情報を提供し、市場リーダー/新規参入者に役立ちます。本レポートは、利害関係者が競争状況を理解し、事業をより良く位置づけ、適切な市場参入戦略を計画するための洞察を得るのに役立ちます。さらに、本レポートは、市場の脈動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供するために、利害関係者に洞察を提供します。 本レポートは、以下のポイントに関する洞察を提供します: コネクテッドマイニング市場レポートは、鉱業における業務効率、安全性、持続可能性に対する需要の高まりなど、市場成長の主な促進要因をいくつか特定しています。採掘作業の複雑化と規模拡大により、シームレスな通信とデータ駆動型の意思決定が必要となり、コネクテッドマイニングソリューションの採用を促進している。さらに、IoT、AI、クラウドコンピューティングなどの技術の進歩により、採掘プロセスのリアルタイム監視、自動化、最適化が可能になる。同レポートは、熟練した専門家の必要性や規制遵守といった潜在的な課題を認識する一方で、資源管理の改善、ダウンタイムの削減、作業員の安全性向上といった成長の大きな機会を強調している。コネクテッドマイニングソリューションの採用が増加し、業界がデジタルトランスフォーメーションに注力していることから、本レポートでは予測期間中のコネクテッドマイニング市場の見通しを示しています。 製品開発/イノベーション:コネクテッドマイニング市場における今後の技術、研究開発活動、製品&ソリューションの発表に関する詳細な洞察 市場開発:有利な市場に関する包括的情報 - 当レポートでは、様々な地域のコネクテッドマイニング市場を分析しています。 市場の多様化:開発中の新製品&ソリューション、未開拓の地域、最近の開発、コネクテッドマイニング市場における投資に関する網羅的な情報 競争力評価:ABB社(スイス)、IBM社(米国)、SAP社(ドイツ)、Cisco社(米国)、Schneider Electric社(フランス)、コマツ(日本)、Hexagon社(スウェーデン)、Caterpillar社(米国)などの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、ロックウェル・オートメーション(米国)、トリンブル(米国)、シーメンス(ドイツ)、ハウデン(スコットランド)、アクセンチュア(アイルランド)、PTC(米国)、日立製作所(日本)、ユーロテック・コミュニケーション(イスラエル)、ウィプロ(インド)、MSTグローバル(米国)、GEデジタル(米国)、シンボティックウェア(カナダ)、ゲタック(台湾)、IntelliSense.io(英国)、Zyfra(フィンランド)、Axora(英国)、GroundHog(米国)、SmartMining SpA(チリ)、Applied Vehicle Analysis(アフリカ)。 目次1 INTRODUCTION 401.1 STUDY OBJECTIVES 40 1.2 MARKET DEFINITION 40 1.2.1 INCLUSIONS AND EXCLUSIONS 40 1.3 MARKET SCOPE 41 1.3.1 MARKET SEGMENTATION 41 1.3.2 REGIONS COVERED 42 1.3.3 YEARS CONSIDERED 42 1.4 CURRENCY CONSIDERED 43 TABLE 1 USD EXCHANGE RATE, 2019–2022 43 1.5 STAKEHOLDERS 43 1.6 SUMMARY OF CHANGES 43 2 INTRODUCTION 44 2.1 RESEARCH DATA 44 FIGURE 1 CONNECTED MINING MARKET: RESEARCH DESIGN 44 2.1.1 SECONDARY DATA 45 2.1.2 PRIMARY DATA 46 2.1.2.1 Breakdown of primary interviews 46 2.2 MARKET BREAKUP AND DATA TRIANGULATION 47 2.3 MARKET SIZE ESTIMATION 48 FIGURE 2 RESEARCH METHODOLOGY: APPROACH 48 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY-SIDE): REVENUE OF OFFERINGS IN MARKET 49 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2 (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL OFFERINGS IN MARKET 49 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2 (DEMAND-SIDE): CONNECTED MINING MARKET 50 2.4 COMPANY EVALUATION MATRIX RESEARCH METHODOLOGY 51 FIGURE 6 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 51 2.5 MARKET FORECAST 52 TABLE 2 FACTOR ANALYSIS 52 2.6 RESEARCH ASSUMPTIONS 53 TABLE 3 STUDY ASSUMPTIONS 53 2.7 STUDY LIMITATIONS 54 2.8 RECESSION IMPACT 54 FIGURE 7 RECESSION IMPACT: CONNECTED MINING MARKET 54 3 EXECUTIVE SUMMARY 55 FIGURE 8 CONNECTED MINING MARKET, 2022–2028 55 FIGURE 9 LEADING SEGMENTS IN CONNECTED MINING MARKET IN 2023 56 FIGURE 10 CONNECTED MINING MARKET: REGIONAL SNAPSHOT 56 FIGURE 11 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS DURING 2023–2028 57 4 PREMIUM INSIGHTS 58 4.1 BRIEF OVERVIEW OF CONNECTED MINING MARKET 58 FIGURE 12 NEED FOR OPERATIONAL EFFICIENCY IN MINING TO IMPACT MARKET GROWTH 58 4.2 NORTH AMERICA: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 58 FIGURE 13 NORTH AMERICA: ASSET TRACKING & OPTIMIZATION AND SURFACE SEGMENT TO ACCOUNT FOR LARGEST RESPECTIVE MARKET SHARES 58 4.3 EUROPE: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 59 FIGURE 14 EUROPE: ASSET TRACKING & OPTIMIZATION AND SURFACE MINING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARES 59 4.4 ASIA PACIFIC: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 59 FIGURE 15 ASIA PACIFIC: ASSET TRACKING & OPTIMIZATION AND SURFACE MINING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARES 59 5 MARKET OVERVIEW AND INDUSTRY TRENDS 60 5.1 INTRODUCTION 60 5.2 MARKET DYNAMICS 61 FIGURE 16 CONNECTED MINING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 61 5.2.1 DRIVERS 61 5.2.1.1 Mining 4.0 initiative in industries paving way for connected mining 61 5.2.1.2 Usage of sensors to improve operational and automated processes 62 5.2.1.3 Greater adoption of IoT to accelerate use of digital solutions in developing connected mines 62 5.2.1.4 Provision of ventilation systems in mines to enhance safety and security of workers 62 5.2.2 RESTRAINTS 62 5.2.2.1 Depletion of natural resources and increase in population 62 5.2.3 OPPORTUNITIES 63 5.2.3.1 Rise in demand for digitalization 63 5.2.3.2 Need for metals and minerals 63 5.2.3.3 Emergence of 5G technology 63 5.2.4 CHALLENGES 64 5.2.4.1 Shortage of skilled labor 64 5.2.4.2 Differences in standards, models, interfaces, and protocols would impact convergence of IT and OT 64 5.3 VALUE CHAIN ANALYSIS 64 FIGURE 17 CONNECTED MINING MARKET: VALUE CHAIN ANALYSIS 65 5.4 ECOSYSTEM 65 TABLE 4 CONNECTED MINING MARKET: ECOSYSTEM 65 5.5 PORTER’S FIVE FORCES MODEL 66 TABLE 5 CONNECTED MINING MARKET: PORTER'S FIVE FORCES 66 5.5.1 THREAT OF NEW ENTRANTS 67 5.5.2 THREAT OF SUBSTITUTES 67 5.5.3 BARGAINING POWER OF SUPPLIERS 67 5.5.4 BARGAINING POWER OF BUYERS 67 5.5.5 INTENSITY OF COMPETITIVE RIVALRY 68 5.6 PATENT ANALYSIS 68 FIGURE 18 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS 68 TABLE 6 TOP TWENTY PATENT OWNERS (US) 68 FIGURE 19 NUMBER OF PATENTS GRANTED DURING 2011–2022 69 5.7 PRICING ANALYSIS 70 5.7.1 PRICING, BY INTEGRATED SOLUTION 70 TABLE 7 PRICING, BY INTEGRATED SOLUTION 70 5.7.2 PRICING, BY STANDALONE SOLUTION 70 TABLE 8 PRICING, BY STANDALONE SOLUTION 70 5.8 TECHNOLOGY ANALYSIS 71 5.8.1 ARTIFICIAL INTELLIGENCE 71 5.8.2 BLOCKCHAIN 71 5.8.3 INTERNET OF THINGS 71 5.8.4 CLOUD COMPUTING 71 5.8.5 ROBOTICS 72 5.8.6 BIG DATA AND ANALYTICS 72 5.9 KEY CONFERENCES AND EVENTS IN 2023–2024 72 TABLE 9 CONNECTED MINING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 72 5.10 REGULATORY LANDSCAPE 73 5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73 5.10.1.1 Workplace Safety Law 73 5.10.1.2 Health and Safety at Work Act 73 5.10.1.3 Occupational Safety and Health Act 73 5.10.1.4 Small Business Regulatory Enforcement Fairness Act 73 5.10.1.5 General Data Protection Regulation 73 5.10.1.6 Cloud Standard Customer Council 74 5.10.1.7 Health Insurance Portability and Accountability Act 74 5.10.1.8 ISO 45001:2018 74 5.10.1.9 International Labour Organization 74 5.10.1.10 National Institute for Occupational Safety and Health 75 5.10.1.11 National Safety Council 75 5.11 CASE STUDY ANALYSIS 75 5.11.1 CASE STUDY 1: IMPLEMENTATION OF ACCENTURE LIFE SAFETY SOLUTION TO ACHIEVE OPERATIONAL EFFICIENCY 75 5.11.2 CASE STUDY 2: SHELL AND IBM DEVELOPED OREN TO SUPPORT DIGITAL TRANSFORMATION FOR MINING INDUSTRY 76 5.11.3 CASE STUDY 3: SIGNIFICANT GROWTH IN PRODUCTION CAPACITY OBSERVED WITH HELP OF HITACHI MACHINERY 76 5.11.4 CASE STUDY 4: DEPLOYMENT OF CISCO’S CONNECTED MINING SOLUTIONS TO SUPPORT DIGITAL TRANSFORMATION 77 5.11.5 CASE STUDY 5: DEPLOYMENT OF VELOCITY EHS TO IMPROVE SAFETY STANDARDS 77 5.11.6 CASE STUDY 6: RIO TINTO CHOSE CATERPILLAR TO CREATE CONNECTED VALUE CHAIN IN GUDAI-DARRI MINE 78 5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 78 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 78 FIGURE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%) 78 TABLE 10 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS 79 5.12.2 BUYING CRITERIA 79 FIGURE 21 KEY BUYING CRITERIA 79 TABLE 11 KEY BUYING CRITERIA FOR CONNECTED MINING 79 5.13 EVOLUTION OF CONNECTED MINING TECHNOLOGY 80 5.13.1 EARLY ADOPTERS AND WIRELESS COMMUNICATION (LATE 1990S–EARLY 2000S) 80 5.13.2 SENSOR INTEGRATION AND MONITORING SYSTEMS (EARLY 2000S– MID-2010S) 80 5.13.3 INTERNET OF THINGS (IOT) AND DATA ANALYTICS (MID-2010S–PRESENT) 80 5.13.4 AUTOMATION AND ROBOTICS (LATE 2010S–PRESENT) 80 5.13.5 INTEGRATION WITH CLOUD COMPUTING AND ARTIFICIAL INTELLIGENCE (PRESENT AND FUTURE) 80 5.13.6 EMPHASIS ON SUSTAINABILITY AND ENVIRONMENTAL MONITORING (PRESENT AND FUTURE) 80 5.14 FUTURE DIRECTION OF CONNECTED MINING MARKET LANDSCAPE 81 5.14.1 ADVANCED AUTOMATION AND ROBOTICS 81 5.14.2 EDGE COMPUTING AND REAL-TIME ANALYTICS 81 5.14.3 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 81 5.14.4 ENHANCED SAFETY AND HEALTH MONITORING 81 5.14.5 SUSTAINABLE MINING PRACTICES 81 5.14.6 INTEGRATION OF BLOCKCHAIN AND SUPPLY CHAIN TRANSPARENCY 81 5.14.7 COLLABORATIVE ECOSYSTEMS AND DIGITAL TWINS 81 5.15 CONNECTED MINING MARKET: IMPACT ON ADJACENT NICHE TECHNOLOGIES 82 5.15.1 INTERNET OF THINGS (IOT) 82 5.15.2 BIG DATA AND ANALYTICS 82 5.15.3 ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING 82 5.15.4 ROBOTICS AND AUTOMATION 82 5.15.5 REMOTE SENSING AND GEOSPATIAL TECHNOLOGIES 82 5.15.6 COMMUNICATION AND CONNECTIVITY 82 6 CONNECTED MINING MARKET, BY OFFERING 83 6.1 INTRODUCTION 84 FIGURE 22 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 84 TABLE 12 CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 84 TABLE 13 CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 84 6.2 SOLUTIONS 85 6.2.1 SOLUTIONS: CONNECTED MINING MARKET DRIVERS 85 TABLE 14 SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 85 TABLE 15 SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 85 6.3 SERVICES 86 6.3.1 SERVICES: CONNECTED MINING MARKET DRIVERS 86 TABLE 16 SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 86 TABLE 17 SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 86 7 CONNECTED MINING MARKET, BY SOLUTION 87 7.1 INTRODUCTION 88 FIGURE 23 ASSET TRACKING & OPTIMIZATION SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 88 TABLE 18 CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 88 TABLE 19 CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 89 7.2 ASSET TRACKING AND OPTIMIZATION 89 7.2.1 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET DRIVERS 90 TABLE 20 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 90 TABLE 21 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 90 7.3 FLEET MANAGEMENT 91 7.3.1 FLEET MANAGEMENT: CONNECTED MINING MARKET DRIVERS 91 TABLE 22 FLEET MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 91 TABLE 23 FLEET MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 92 7.4 INDUSTRIAL SAFETY & SECURITY 92 7.4.1 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET DRIVERS 92 TABLE 24 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 93 TABLE 25 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 93 7.5 WORKFORCE MANAGEMENT 93 7.5.1 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET DRIVERS 94 TABLE 26 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 94 TABLE 27 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 94 7.6 ANALYTICS AND REPORTING 95 7.6.1 ANALYTICS & REPORTING: CONNECTED MINING MARKET DRIVERS 95 TABLE 28 ANALYTICS & REPORTING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 95 TABLE 29 ANALYTICS & REPORTING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 96 7.7 PROCESS CONTROL 96 7.7.1 PROCESS CONTROL: CONNECTED MINING MARKET DRIVERS 96 TABLE 30 PROCESS CONTROL: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 97 TABLE 31 PROCESS CONTROL: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 97 7.8 OTHER SOLUTIONS 97 7.8.1 OTHER SOLUTIONS: CONNECTED MINING MARKET DRIVERS 97 TABLE 32 OTHER SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 98 TABLE 33 OTHER SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 98 8 CONNECTED MINING MARKET, BY SERVICE 99 8.1 INTRODUCTION 100 FIGURE 24 PROFESSIONAL SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 100 TABLE 34 CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 100 TABLE 35 CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 101 8.2 PROFESSIONAL SERVICES 101 8.2.1 PROFESSIONAL SERVICES: CONNECTED MINING MARKET DRIVERS 101 FIGURE 25 INTEGRATION & DEPLOYMENT TO LEAD MARKET DURING FORECAST PERIOD 101 TABLE 36 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY TYPE, 2018–2022 (USD MILLION) 102 TABLE 37 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY TYPE, 2023–2028 (USD MILLION) 102 TABLE 38 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 39 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 102 8.2.2 CONSULTING 103 TABLE 40 CONSULTING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 103 TABLE 41 CONSULTING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 103 8.2.3 INTEGRATION & DEPLOYMENT 104 TABLE 42 INTEGRATION & DEPLOYMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 43 INTEGRATION & DEPLOYMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 104 8.2.4 SUPPORT & MAINTENANCE 105 TABLE 44 SUPPORT & MAINTENANCE: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 45 SUPPORT & MAINTENANCE: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 105 8.3 MANAGED SERVICES 106 8.3.1 MANAGED SERVICES: CONNECTED MINING MARKET DRIVERS 106 TABLE 46 MANAGED SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 106 TABLE 47 MANAGED SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 106 9 CONNECTED MINING MARKET, BY APPLICATION 107 9.1 INTRODUCTION 108 FIGURE 26 EXPLORATION SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 108 TABLE 48 CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 108 TABLE 49 CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 9.2 EXPLORATION 109 9.2.1 EXPLORATION: CONNECTED MINING MARKET DRIVERS 109 TABLE 50 EXPLORATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 51 EXPLORATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 110 9.3 PROCESSING & REFINING 110 9.3.1 PROCESSING & REFINING: CONNECTED MINING MARKET DRIVERS 110 TABLE 52 PROCESSING & REFINING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 53 PROCESSING & REFINING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 111 9.4 TRANSPORTATION 111 9.4.1 TRANSPORTATION: CONNECTED MINING MARKET DRIVERS 111 TABLE 54 TRANSPORTATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 55 TRANSPORTATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 112 10 CONNECTED MINING MARKET, BY DEPLOYMENT MODE 113 10.1 INTRODUCTION 114 FIGURE 27 CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 114 TABLE 56 CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 114 TABLE 57 CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 114 10.2 ON-PREMISES 115 10.2.1 ON-PREMISES: CONNECTED MINING MARKET DRIVERS 115 TABLE 58 ON-PREMISES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 115 TABLE 59 ON-PREMISES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 115 10.3 CLOUD 116 10.3.1 CLOUD: CONNECTED MINING MARKET DRIVERS 116 TABLE 60 CLOUD: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 116 TABLE 61 CLOUD: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 116 11 CONNECTED MINING MARKET, BY MINING TYPE 117 11.1 INTRODUCTION 118 FIGURE 28 SURFACE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 118 TABLE 62 CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 118 TABLE 63 CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 118 11.2 SURFACE 119 11.2.1 SURFACE: CONNECTED MINING MARKET DRIVERS 119 TABLE 64 SURFACE: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 119 TABLE 65 SURFACE: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 119 11.3 UNDERGROUND 120 11.3.1 UNDERGROUND: CONNECTED MINING MARKET DRIVERS 120 TABLE 66 UNDERGROUND: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 120 TABLE 67 UNDERGROUND: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 121 12 CONNECTED MINING MARKET, BY REGION 122 12.1 INTRODUCTION 123 FIGURE 29 ASIA PACIFIC TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 123 FIGURE 30 ASIA PACIFIC TO REGISTER HIGHEST CAGR FROM 2023 TO 2028 123 TABLE 68 CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 124 TABLE 69 CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 124 12.2 NORTH AMERICA 124 12.2.1 NORTH AMERICA: CONNECTED MINING MARKET DRIVERS 124 12.2.2 NORTH AMERICA: RECESSION IMPACT 125 12.2.3 NORTH AMERICA: REGULATORY NORMS 125 FIGURE 31 NORTH AMERICA: MARKET SNAPSHOT 125 TABLE 70 NORTH AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 126 TABLE 71 NORTH AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 126 TABLE 72 NORTH AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 126 TABLE 73 NORTH AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 127 TABLE 74 NORTH AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 127 TABLE 75 NORTH AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 127 TABLE 76 NORTH AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 127 TABLE 77 NORTH AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 128 TABLE 78 NORTH AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 128 TABLE 79 NORTH AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 128 TABLE 80 NORTH AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 128 TABLE 81 NORTH AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 129 TABLE 82 NORTH AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 129 TABLE 83 NORTH AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 129 TABLE 84 NORTH AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 129 TABLE 85 NORTH AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 130 12.2.4 UNITED STATES 130 TABLE 86 UNITED STATES: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 130 TABLE 87 UNITED STATES: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 131 TABLE 88 UNITED STATES: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 131 TABLE 89 UNITED STATES: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 131 TABLE 90 UNITED STATES: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 132 TABLE 91 UNITED STATES: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 132 TABLE 92 UNITED STATES: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 132 TABLE 93 UNITED STATES: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 132 TABLE 94 UNITED STATES: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 133 TABLE 95 UNITED STATES: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 133 TABLE 96 UNITED STATES: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 133 TABLE 97 UNITED STATES: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 133 TABLE 98 UNITED STATES: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 134 TABLE 99 UNITED STATES: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 134 12.2.5 CANADA 134 12.3 EUROPE 135 12.3.1 EUROPE: CONNECTED MINING MARKET DRIVERS 135 12.3.2 EUROPE: RECESSION IMPACT 135 12.3.3 EUROPE: REGULATORY NORMS 136 TABLE 100 EUROPE: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 136 TABLE 101 EUROPE: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 136 TABLE 102 EUROPE: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 136 TABLE 103 EUROPE: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 137 TABLE 104 EUROPE: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 137 TABLE 105 EUROPE: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 137 TABLE 106 EUROPE: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 137 TABLE 107 EUROPE: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 138 TABLE 108 EUROPE: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 138 TABLE 109 EUROPE: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 138 TABLE 110 EUROPE: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 138 TABLE 111 EUROPE: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 139 TABLE 112 EUROPE: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 139 TABLE 113 EUROPE: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 139 TABLE 114 EUROPE: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 139 TABLE 115 EUROPE: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 140 12.3.4 RUSSIA 140 TABLE 116 RUSSIA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 140 TABLE 117 RUSSIA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 140 TABLE 118 RUSSIA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 141 TABLE 119 RUSSIA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 141 TABLE 120 RUSSIA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 141 TABLE 121 RUSSIA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 142 TABLE 122 RUSSIA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 142 TABLE 123 RUSSIA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 142 TABLE 124 RUSSIA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 142 TABLE 125 RUSSIA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 143 TABLE 126 RUSSIA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 143 TABLE 127 RUSSIA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 143 TABLE 128 RUSSIA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 143 TABLE 129 RUSSIA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 144 12.3.5 UK 144 12.3.6 GERMANY 144 12.3.7 REST OF EUROPE 144 12.4 ASIA PACIFIC 145 12.4.1 ASIA PACIFIC: CONNECTED MINING MARKET DRIVERS 145 12.4.2 ASIA PACIFIC: RECESSION IMPACT 145 12.4.3 ASIA PACIFIC: REGULATORY NORMS 145 FIGURE 32 ASIA PACIFIC: MARKET SNAPSHOT 146 TABLE 130 ASIA PACIFIC: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 146 TABLE 131 ASIA PACIFIC: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 147 TABLE 132 ASIA PACIFIC: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 147 TABLE 133 ASIA PACIFIC: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 147 TABLE 134 ASIA PACIFIC: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 148 TABLE 135 ASIA PACIFIC: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 148 TABLE 136 ASIA PACIFIC: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 148 TABLE 137 ASIA PACIFIC: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 148 TABLE 138 ASIA PACIFIC: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 149 TABLE 139 ASIA PACIFIC: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 149 TABLE 140 ASIA PACIFIC: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 149 TABLE 141 ASIA PACIFIC: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 149 TABLE 142 ASIA PACIFIC: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 150 TABLE 143 ASIA PACIFIC: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 150 TABLE 144 ASIA PACIFIC: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 150 TABLE 145 ASIA PACIFIC: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 150 12.4.4 CHINA 151 TABLE 146 CHINA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 151 TABLE 147 CHINA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 151 TABLE 148 CHINA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 151 TABLE 149 CHINA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 152 TABLE 150 CHINA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 152 TABLE 151 CHINA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 152 TABLE 152 CHINA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 152 TABLE 153 CHINA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 153 TABLE 154 CHINA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 153 TABLE 155 CHINA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 153 TABLE 156 CHINA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 153 TABLE 157 CHINA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 154 TABLE 158 CHINA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 154 TABLE 159 CHINA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 154 12.4.5 AUSTRALIA 154 12.4.6 INDIA 155 12.4.7 REST OF ASIA PACIFIC 155 12.5 MIDDLE EAST & AFRICA 156 12.5.1 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET DRIVERS 156 12.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 156 12.5.3 MIDDLE EAST & AFRICA: REGULATORY NORMS 156 TABLE 160 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 157 TABLE 161 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 157 TABLE 162 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 157 TABLE 163 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 158 TABLE 164 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 158 TABLE 165 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 158 TABLE 166 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 158 TABLE 167 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 159 TABLE 168 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 159 TABLE 169 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 159 TABLE 170 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 159 TABLE 171 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 160 TABLE 172 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 160 TABLE 173 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 160 TABLE 174 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 160 TABLE 175 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 161 12.5.4 MIDDLE EAST 161 TABLE 176 MIDDLE EAST: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 161 TABLE 177 MIDDLE EAST: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 161 TABLE 178 MIDDLE EAST: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 162 TABLE 179 MIDDLE EAST: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 162 TABLE 180 MIDDLE EAST: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 162 TABLE 181 MIDDLE EAST: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 163 TABLE 182 MIDDLE EAST: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 163 TABLE 183 MIDDLE EAST: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 163 TABLE 184 MIDDLE EAST: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 163 TABLE 185 MIDDLE EAST: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 164 TABLE 186 MIDDLE EAST: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 164 TABLE 187 MIDDLE EAST: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 164 TABLE 188 MIDDLE EAST: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 164 TABLE 189 MIDDLE EAST: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 165 12.5.5 AFRICA 165 12.6 LATIN AMERICA 165 12.6.1 LATIN AMERICA: CONNECTED MINING MARKET DRIVERS 165 12.6.2 LATIN AMERICA: RECESSION IMPACT 166 12.6.3 LATIN AMERICA: REGULATORY NORMS 166 TABLE 190 LATIN AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 166 TABLE 191 LATIN AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 166 TABLE 192 LATIN AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 167 TABLE 193 LATIN AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 167 TABLE 194 LATIN AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 167 TABLE 195 LATIN AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 168 TABLE 196 LATIN AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 168 TABLE 197 LATIN AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 168 TABLE 198 LATIN AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 168 TABLE 199 LATIN AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 169 TABLE 200 LATIN AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 169 TABLE 201 LATIN AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 169 TABLE 202 LATIN AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 169 TABLE 203 LATIN AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 170 TABLE 204 LATIN AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 170 TABLE 205 LATIN AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 170 12.6.4 BRAZIL 170 TABLE 206 BRAZIL: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 171 TABLE 207 BRAZIL: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 171 TABLE 208 BRAZIL: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 171 TABLE 209 BRAZIL: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 172 TABLE 210 BRAZIL: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 172 TABLE 211 BRAZIL: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 172 TABLE 212 BRAZIL: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 172 TABLE 213 BRAZIL: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 173 TABLE 214 BRAZIL: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 173 TABLE 215 BRAZIL: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 173 TABLE 216 BRAZIL: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 173 TABLE 217 BRAZIL: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 174 TABLE 218 BRAZIL: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 174 TABLE 219 BRAZIL: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 174 12.6.5 MEXICO 174 12.6.6 REST OF LATIN AMERICA 175 13 COMPETITIVE LANDSCAPE 176 13.1 OVERVIEW 176 13.2 STRATEGIES ADOPTED BY KEY PLAYERS 176 13.2.1 PRODUCT LAUNCHES 176 TABLE 220 CONNECTED MINING MARKET: PRODUCT LAUNCHES, FEBRUARY 2020–JULY 2023 176 13.2.2 DEALS 179 TABLE 221 CONNECTED MINING MARKET: DEALS, JANUARY 2020–JULY 2023 179 13.3 MARKET SHARE ANALYSIS OF TOP PLAYERS 181 TABLE 222 CONNECTED MINING MARKET: DEGREE OF COMPETITION 181 13.4 HISTORICAL REVENUE ANALYSIS 182 FIGURE 33 HISTORICAL REVENUE ANALYSIS, 2020–2022 182 13.5 COMPANY EVALUATION MATRIX OVERVIEW 182 13.5.1 COMPANY EVALUATION MATRIX METHODOLOGY AND DEFINITIONS 182 TABLE 223 PRODUCT FOOTPRINT WEIGHTAGE 182 13.5.2 STARS 183 13.5.3 EMERGING LEADERS 183 13.5.4 PERVASIVE PLAYERS 183 13.5.5 PARTICIPANTS 183 FIGURE 34 CONNECTED MINING: COMPANY EVALUATION MATRIX, 2023 184 13.6 COMPANY PRODUCT FOOTPRINT ANALYSIS 184 TABLE 224 COMPANY PRODUCT FOOTPRINT 184 TABLE 225 COMPANY OFFERING FOOTPRINT 185 TABLE 226 COMPANY INDUSTRY FOOTPRINT 186 TABLE 227 COMPANY REGION FOOTPRINT 187 13.7 COMPANY MARKET RANKING ANALYSIS 188 FIGURE 35 RANKING OF KEY PLAYERS IN CONNECTED MINING MARKET, 2023 188 13.7.1 STARTUP/SME EVALUATION MATRIX METHODOLOGY AND DEFINITION 188 FIGURE 36 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 188 13.8 COMPETITIVE BENCHMARKING 189 TABLE 228 CONNECTED MINING: DETAILED LIST OF KEY STARTUP/SMES 189 TABLE 229 CONNECTED MINING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 189 13.8.1 PROGRESSIVE COMPANIES 190 13.8.2 RESPONSIVE COMPANIES 190 13.8.3 DYNAMIC COMPANIES 190 13.8.4 STARTING BLOCKS 190 FIGURE 37 CONNECTED MINING MARKET (GLOBAL): STARTUP/SME EVALUATION MATRIX, 2023 191
SummaryThe global connected mining market is expected worth 13.3 billion in 2023 and USD 22.7 billion by 2028, growing at CAGR of 11.3% during the forecast period. The connected mining market is witnessing remarkable growth driven by technological advancements and the quest for operational excellence. The industry is realizing the potential of connected mining solutions in optimizing processes, ensuring worker safety, and improving overall efficiency. Connected mining empowers companies to leverage IoT, cloud computing, and data analytics to enable real-time monitoring, remote collaboration, and informed decision-making. This transformative approach reshapes the mining industry, driving productivity, sustainability, and cost-effectiveness. From exploration to resource management, connected mining solutions offer a seamless and integrated approach to enhance operational performance and maintain a competitive edge in the dynamic mining landscape. Table of Contents1 INTRODUCTION 401.1 STUDY OBJECTIVES 40 1.2 MARKET DEFINITION 40 1.2.1 INCLUSIONS AND EXCLUSIONS 40 1.3 MARKET SCOPE 41 1.3.1 MARKET SEGMENTATION 41 1.3.2 REGIONS COVERED 42 1.3.3 YEARS CONSIDERED 42 1.4 CURRENCY CONSIDERED 43 TABLE 1 USD EXCHANGE RATE, 2019–2022 43 1.5 STAKEHOLDERS 43 1.6 SUMMARY OF CHANGES 43 2 INTRODUCTION 44 2.1 RESEARCH DATA 44 FIGURE 1 CONNECTED MINING MARKET: RESEARCH DESIGN 44 2.1.1 SECONDARY DATA 45 2.1.2 PRIMARY DATA 46 2.1.2.1 Breakdown of primary interviews 46 2.2 MARKET BREAKUP AND DATA TRIANGULATION 47 2.3 MARKET SIZE ESTIMATION 48 FIGURE 2 RESEARCH METHODOLOGY: APPROACH 48 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY-SIDE): REVENUE OF OFFERINGS IN MARKET 49 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2 (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL OFFERINGS IN MARKET 49 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2 (DEMAND-SIDE): CONNECTED MINING MARKET 50 2.4 COMPANY EVALUATION MATRIX RESEARCH METHODOLOGY 51 FIGURE 6 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 51 2.5 MARKET FORECAST 52 TABLE 2 FACTOR ANALYSIS 52 2.6 RESEARCH ASSUMPTIONS 53 TABLE 3 STUDY ASSUMPTIONS 53 2.7 STUDY LIMITATIONS 54 2.8 RECESSION IMPACT 54 FIGURE 7 RECESSION IMPACT: CONNECTED MINING MARKET 54 3 EXECUTIVE SUMMARY 55 FIGURE 8 CONNECTED MINING MARKET, 2022–2028 55 FIGURE 9 LEADING SEGMENTS IN CONNECTED MINING MARKET IN 2023 56 FIGURE 10 CONNECTED MINING MARKET: REGIONAL SNAPSHOT 56 FIGURE 11 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS DURING 2023–2028 57 4 PREMIUM INSIGHTS 58 4.1 BRIEF OVERVIEW OF CONNECTED MINING MARKET 58 FIGURE 12 NEED FOR OPERATIONAL EFFICIENCY IN MINING TO IMPACT MARKET GROWTH 58 4.2 NORTH AMERICA: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 58 FIGURE 13 NORTH AMERICA: ASSET TRACKING & OPTIMIZATION AND SURFACE SEGMENT TO ACCOUNT FOR LARGEST RESPECTIVE MARKET SHARES 58 4.3 EUROPE: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 59 FIGURE 14 EUROPE: ASSET TRACKING & OPTIMIZATION AND SURFACE MINING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARES 59 4.4 ASIA PACIFIC: CONNECTED MINING MARKET, BY TOP SOLUTION AND MINING TYPE 59 FIGURE 15 ASIA PACIFIC: ASSET TRACKING & OPTIMIZATION AND SURFACE MINING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARES 59 5 MARKET OVERVIEW AND INDUSTRY TRENDS 60 5.1 INTRODUCTION 60 5.2 MARKET DYNAMICS 61 FIGURE 16 CONNECTED MINING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 61 5.2.1 DRIVERS 61 5.2.1.1 Mining 4.0 initiative in industries paving way for connected mining 61 5.2.1.2 Usage of sensors to improve operational and automated processes 62 5.2.1.3 Greater adoption of IoT to accelerate use of digital solutions in developing connected mines 62 5.2.1.4 Provision of ventilation systems in mines to enhance safety and security of workers 62 5.2.2 RESTRAINTS 62 5.2.2.1 Depletion of natural resources and increase in population 62 5.2.3 OPPORTUNITIES 63 5.2.3.1 Rise in demand for digitalization 63 5.2.3.2 Need for metals and minerals 63 5.2.3.3 Emergence of 5G technology 63 5.2.4 CHALLENGES 64 5.2.4.1 Shortage of skilled labor 64 5.2.4.2 Differences in standards, models, interfaces, and protocols would impact convergence of IT and OT 64 5.3 VALUE CHAIN ANALYSIS 64 FIGURE 17 CONNECTED MINING MARKET: VALUE CHAIN ANALYSIS 65 5.4 ECOSYSTEM 65 TABLE 4 CONNECTED MINING MARKET: ECOSYSTEM 65 5.5 PORTER’S FIVE FORCES MODEL 66 TABLE 5 CONNECTED MINING MARKET: PORTER'S FIVE FORCES 66 5.5.1 THREAT OF NEW ENTRANTS 67 5.5.2 THREAT OF SUBSTITUTES 67 5.5.3 BARGAINING POWER OF SUPPLIERS 67 5.5.4 BARGAINING POWER OF BUYERS 67 5.5.5 INTENSITY OF COMPETITIVE RIVALRY 68 5.6 PATENT ANALYSIS 68 FIGURE 18 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS 68 TABLE 6 TOP TWENTY PATENT OWNERS (US) 68 FIGURE 19 NUMBER OF PATENTS GRANTED DURING 2011–2022 69 5.7 PRICING ANALYSIS 70 5.7.1 PRICING, BY INTEGRATED SOLUTION 70 TABLE 7 PRICING, BY INTEGRATED SOLUTION 70 5.7.2 PRICING, BY STANDALONE SOLUTION 70 TABLE 8 PRICING, BY STANDALONE SOLUTION 70 5.8 TECHNOLOGY ANALYSIS 71 5.8.1 ARTIFICIAL INTELLIGENCE 71 5.8.2 BLOCKCHAIN 71 5.8.3 INTERNET OF THINGS 71 5.8.4 CLOUD COMPUTING 71 5.8.5 ROBOTICS 72 5.8.6 BIG DATA AND ANALYTICS 72 5.9 KEY CONFERENCES AND EVENTS IN 2023–2024 72 TABLE 9 CONNECTED MINING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 72 5.10 REGULATORY LANDSCAPE 73 5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73 5.10.1.1 Workplace Safety Law 73 5.10.1.2 Health and Safety at Work Act 73 5.10.1.3 Occupational Safety and Health Act 73 5.10.1.4 Small Business Regulatory Enforcement Fairness Act 73 5.10.1.5 General Data Protection Regulation 73 5.10.1.6 Cloud Standard Customer Council 74 5.10.1.7 Health Insurance Portability and Accountability Act 74 5.10.1.8 ISO 45001:2018 74 5.10.1.9 International Labour Organization 74 5.10.1.10 National Institute for Occupational Safety and Health 75 5.10.1.11 National Safety Council 75 5.11 CASE STUDY ANALYSIS 75 5.11.1 CASE STUDY 1: IMPLEMENTATION OF ACCENTURE LIFE SAFETY SOLUTION TO ACHIEVE OPERATIONAL EFFICIENCY 75 5.11.2 CASE STUDY 2: SHELL AND IBM DEVELOPED OREN TO SUPPORT DIGITAL TRANSFORMATION FOR MINING INDUSTRY 76 5.11.3 CASE STUDY 3: SIGNIFICANT GROWTH IN PRODUCTION CAPACITY OBSERVED WITH HELP OF HITACHI MACHINERY 76 5.11.4 CASE STUDY 4: DEPLOYMENT OF CISCO’S CONNECTED MINING SOLUTIONS TO SUPPORT DIGITAL TRANSFORMATION 77 5.11.5 CASE STUDY 5: DEPLOYMENT OF VELOCITY EHS TO IMPROVE SAFETY STANDARDS 77 5.11.6 CASE STUDY 6: RIO TINTO CHOSE CATERPILLAR TO CREATE CONNECTED VALUE CHAIN IN GUDAI-DARRI MINE 78 5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 78 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 78 FIGURE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%) 78 TABLE 10 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS 79 5.12.2 BUYING CRITERIA 79 FIGURE 21 KEY BUYING CRITERIA 79 TABLE 11 KEY BUYING CRITERIA FOR CONNECTED MINING 79 5.13 EVOLUTION OF CONNECTED MINING TECHNOLOGY 80 5.13.1 EARLY ADOPTERS AND WIRELESS COMMUNICATION (LATE 1990S–EARLY 2000S) 80 5.13.2 SENSOR INTEGRATION AND MONITORING SYSTEMS (EARLY 2000S– MID-2010S) 80 5.13.3 INTERNET OF THINGS (IOT) AND DATA ANALYTICS (MID-2010S–PRESENT) 80 5.13.4 AUTOMATION AND ROBOTICS (LATE 2010S–PRESENT) 80 5.13.5 INTEGRATION WITH CLOUD COMPUTING AND ARTIFICIAL INTELLIGENCE (PRESENT AND FUTURE) 80 5.13.6 EMPHASIS ON SUSTAINABILITY AND ENVIRONMENTAL MONITORING (PRESENT AND FUTURE) 80 5.14 FUTURE DIRECTION OF CONNECTED MINING MARKET LANDSCAPE 81 5.14.1 ADVANCED AUTOMATION AND ROBOTICS 81 5.14.2 EDGE COMPUTING AND REAL-TIME ANALYTICS 81 5.14.3 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 81 5.14.4 ENHANCED SAFETY AND HEALTH MONITORING 81 5.14.5 SUSTAINABLE MINING PRACTICES 81 5.14.6 INTEGRATION OF BLOCKCHAIN AND SUPPLY CHAIN TRANSPARENCY 81 5.14.7 COLLABORATIVE ECOSYSTEMS AND DIGITAL TWINS 81 5.15 CONNECTED MINING MARKET: IMPACT ON ADJACENT NICHE TECHNOLOGIES 82 5.15.1 INTERNET OF THINGS (IOT) 82 5.15.2 BIG DATA AND ANALYTICS 82 5.15.3 ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING 82 5.15.4 ROBOTICS AND AUTOMATION 82 5.15.5 REMOTE SENSING AND GEOSPATIAL TECHNOLOGIES 82 5.15.6 COMMUNICATION AND CONNECTIVITY 82 6 CONNECTED MINING MARKET, BY OFFERING 83 6.1 INTRODUCTION 84 FIGURE 22 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 84 TABLE 12 CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 84 TABLE 13 CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 84 6.2 SOLUTIONS 85 6.2.1 SOLUTIONS: CONNECTED MINING MARKET DRIVERS 85 TABLE 14 SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 85 TABLE 15 SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 85 6.3 SERVICES 86 6.3.1 SERVICES: CONNECTED MINING MARKET DRIVERS 86 TABLE 16 SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 86 TABLE 17 SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 86 7 CONNECTED MINING MARKET, BY SOLUTION 87 7.1 INTRODUCTION 88 FIGURE 23 ASSET TRACKING & OPTIMIZATION SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 88 TABLE 18 CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 88 TABLE 19 CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 89 7.2 ASSET TRACKING AND OPTIMIZATION 89 7.2.1 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET DRIVERS 90 TABLE 20 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 90 TABLE 21 ASSET TRACKING & OPTIMIZATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 90 7.3 FLEET MANAGEMENT 91 7.3.1 FLEET MANAGEMENT: CONNECTED MINING MARKET DRIVERS 91 TABLE 22 FLEET MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 91 TABLE 23 FLEET MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 92 7.4 INDUSTRIAL SAFETY & SECURITY 92 7.4.1 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET DRIVERS 92 TABLE 24 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 93 TABLE 25 INDUSTRIAL SAFETY & SECURITY: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 93 7.5 WORKFORCE MANAGEMENT 93 7.5.1 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET DRIVERS 94 TABLE 26 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 94 TABLE 27 WORKFORCE MANAGEMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 94 7.6 ANALYTICS AND REPORTING 95 7.6.1 ANALYTICS & REPORTING: CONNECTED MINING MARKET DRIVERS 95 TABLE 28 ANALYTICS & REPORTING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 95 TABLE 29 ANALYTICS & REPORTING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 96 7.7 PROCESS CONTROL 96 7.7.1 PROCESS CONTROL: CONNECTED MINING MARKET DRIVERS 96 TABLE 30 PROCESS CONTROL: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 97 TABLE 31 PROCESS CONTROL: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 97 7.8 OTHER SOLUTIONS 97 7.8.1 OTHER SOLUTIONS: CONNECTED MINING MARKET DRIVERS 97 TABLE 32 OTHER SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 98 TABLE 33 OTHER SOLUTIONS: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 98 8 CONNECTED MINING MARKET, BY SERVICE 99 8.1 INTRODUCTION 100 FIGURE 24 PROFESSIONAL SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 100 TABLE 34 CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 100 TABLE 35 CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 101 8.2 PROFESSIONAL SERVICES 101 8.2.1 PROFESSIONAL SERVICES: CONNECTED MINING MARKET DRIVERS 101 FIGURE 25 INTEGRATION & DEPLOYMENT TO LEAD MARKET DURING FORECAST PERIOD 101 TABLE 36 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY TYPE, 2018–2022 (USD MILLION) 102 TABLE 37 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY TYPE, 2023–2028 (USD MILLION) 102 TABLE 38 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 39 PROFESSIONAL SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 102 8.2.2 CONSULTING 103 TABLE 40 CONSULTING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 103 TABLE 41 CONSULTING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 103 8.2.3 INTEGRATION & DEPLOYMENT 104 TABLE 42 INTEGRATION & DEPLOYMENT: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 43 INTEGRATION & DEPLOYMENT: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 104 8.2.4 SUPPORT & MAINTENANCE 105 TABLE 44 SUPPORT & MAINTENANCE: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 45 SUPPORT & MAINTENANCE: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 105 8.3 MANAGED SERVICES 106 8.3.1 MANAGED SERVICES: CONNECTED MINING MARKET DRIVERS 106 TABLE 46 MANAGED SERVICES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 106 TABLE 47 MANAGED SERVICES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 106 9 CONNECTED MINING MARKET, BY APPLICATION 107 9.1 INTRODUCTION 108 FIGURE 26 EXPLORATION SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 108 TABLE 48 CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 108 TABLE 49 CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 9.2 EXPLORATION 109 9.2.1 EXPLORATION: CONNECTED MINING MARKET DRIVERS 109 TABLE 50 EXPLORATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 51 EXPLORATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 110 9.3 PROCESSING & REFINING 110 9.3.1 PROCESSING & REFINING: CONNECTED MINING MARKET DRIVERS 110 TABLE 52 PROCESSING & REFINING: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 53 PROCESSING & REFINING: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 111 9.4 TRANSPORTATION 111 9.4.1 TRANSPORTATION: CONNECTED MINING MARKET DRIVERS 111 TABLE 54 TRANSPORTATION: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 55 TRANSPORTATION: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 112 10 CONNECTED MINING MARKET, BY DEPLOYMENT MODE 113 10.1 INTRODUCTION 114 FIGURE 27 CLOUD SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 114 TABLE 56 CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 114 TABLE 57 CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 114 10.2 ON-PREMISES 115 10.2.1 ON-PREMISES: CONNECTED MINING MARKET DRIVERS 115 TABLE 58 ON-PREMISES: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 115 TABLE 59 ON-PREMISES: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 115 10.3 CLOUD 116 10.3.1 CLOUD: CONNECTED MINING MARKET DRIVERS 116 TABLE 60 CLOUD: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 116 TABLE 61 CLOUD: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 116 11 CONNECTED MINING MARKET, BY MINING TYPE 117 11.1 INTRODUCTION 118 FIGURE 28 SURFACE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 118 TABLE 62 CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 118 TABLE 63 CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 118 11.2 SURFACE 119 11.2.1 SURFACE: CONNECTED MINING MARKET DRIVERS 119 TABLE 64 SURFACE: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 119 TABLE 65 SURFACE: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 119 11.3 UNDERGROUND 120 11.3.1 UNDERGROUND: CONNECTED MINING MARKET DRIVERS 120 TABLE 66 UNDERGROUND: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 120 TABLE 67 UNDERGROUND: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 121 12 CONNECTED MINING MARKET, BY REGION 122 12.1 INTRODUCTION 123 FIGURE 29 ASIA PACIFIC TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 123 FIGURE 30 ASIA PACIFIC TO REGISTER HIGHEST CAGR FROM 2023 TO 2028 123 TABLE 68 CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 124 TABLE 69 CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 124 12.2 NORTH AMERICA 124 12.2.1 NORTH AMERICA: CONNECTED MINING MARKET DRIVERS 124 12.2.2 NORTH AMERICA: RECESSION IMPACT 125 12.2.3 NORTH AMERICA: REGULATORY NORMS 125 FIGURE 31 NORTH AMERICA: MARKET SNAPSHOT 125 TABLE 70 NORTH AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 126 TABLE 71 NORTH AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 126 TABLE 72 NORTH AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 126 TABLE 73 NORTH AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 127 TABLE 74 NORTH AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 127 TABLE 75 NORTH AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 127 TABLE 76 NORTH AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 127 TABLE 77 NORTH AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 128 TABLE 78 NORTH AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 128 TABLE 79 NORTH AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 128 TABLE 80 NORTH AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 128 TABLE 81 NORTH AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 129 TABLE 82 NORTH AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 129 TABLE 83 NORTH AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 129 TABLE 84 NORTH AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 129 TABLE 85 NORTH AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 130 12.2.4 UNITED STATES 130 TABLE 86 UNITED STATES: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 130 TABLE 87 UNITED STATES: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 131 TABLE 88 UNITED STATES: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 131 TABLE 89 UNITED STATES: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 131 TABLE 90 UNITED STATES: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 132 TABLE 91 UNITED STATES: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 132 TABLE 92 UNITED STATES: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 132 TABLE 93 UNITED STATES: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 132 TABLE 94 UNITED STATES: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 133 TABLE 95 UNITED STATES: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 133 TABLE 96 UNITED STATES: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 133 TABLE 97 UNITED STATES: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 133 TABLE 98 UNITED STATES: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 134 TABLE 99 UNITED STATES: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 134 12.2.5 CANADA 134 12.3 EUROPE 135 12.3.1 EUROPE: CONNECTED MINING MARKET DRIVERS 135 12.3.2 EUROPE: RECESSION IMPACT 135 12.3.3 EUROPE: REGULATORY NORMS 136 TABLE 100 EUROPE: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 136 TABLE 101 EUROPE: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 136 TABLE 102 EUROPE: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 136 TABLE 103 EUROPE: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 137 TABLE 104 EUROPE: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 137 TABLE 105 EUROPE: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 137 TABLE 106 EUROPE: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 137 TABLE 107 EUROPE: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 138 TABLE 108 EUROPE: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 138 TABLE 109 EUROPE: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 138 TABLE 110 EUROPE: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 138 TABLE 111 EUROPE: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 139 TABLE 112 EUROPE: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 139 TABLE 113 EUROPE: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 139 TABLE 114 EUROPE: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 139 TABLE 115 EUROPE: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 140 12.3.4 RUSSIA 140 TABLE 116 RUSSIA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 140 TABLE 117 RUSSIA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 140 TABLE 118 RUSSIA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 141 TABLE 119 RUSSIA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 141 TABLE 120 RUSSIA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 141 TABLE 121 RUSSIA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 142 TABLE 122 RUSSIA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 142 TABLE 123 RUSSIA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 142 TABLE 124 RUSSIA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 142 TABLE 125 RUSSIA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 143 TABLE 126 RUSSIA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 143 TABLE 127 RUSSIA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 143 TABLE 128 RUSSIA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 143 TABLE 129 RUSSIA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 144 12.3.5 UK 144 12.3.6 GERMANY 144 12.3.7 REST OF EUROPE 144 12.4 ASIA PACIFIC 145 12.4.1 ASIA PACIFIC: CONNECTED MINING MARKET DRIVERS 145 12.4.2 ASIA PACIFIC: RECESSION IMPACT 145 12.4.3 ASIA PACIFIC: REGULATORY NORMS 145 FIGURE 32 ASIA PACIFIC: MARKET SNAPSHOT 146 TABLE 130 ASIA PACIFIC: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 146 TABLE 131 ASIA PACIFIC: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 147 TABLE 132 ASIA PACIFIC: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 147 TABLE 133 ASIA PACIFIC: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 147 TABLE 134 ASIA PACIFIC: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 148 TABLE 135 ASIA PACIFIC: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 148 TABLE 136 ASIA PACIFIC: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 148 TABLE 137 ASIA PACIFIC: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 148 TABLE 138 ASIA PACIFIC: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 149 TABLE 139 ASIA PACIFIC: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 149 TABLE 140 ASIA PACIFIC: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 149 TABLE 141 ASIA PACIFIC: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 149 TABLE 142 ASIA PACIFIC: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 150 TABLE 143 ASIA PACIFIC: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 150 TABLE 144 ASIA PACIFIC: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 150 TABLE 145 ASIA PACIFIC: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 150 12.4.4 CHINA 151 TABLE 146 CHINA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 151 TABLE 147 CHINA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 151 TABLE 148 CHINA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 151 TABLE 149 CHINA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 152 TABLE 150 CHINA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 152 TABLE 151 CHINA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 152 TABLE 152 CHINA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 152 TABLE 153 CHINA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 153 TABLE 154 CHINA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 153 TABLE 155 CHINA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 153 TABLE 156 CHINA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 153 TABLE 157 CHINA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 154 TABLE 158 CHINA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 154 TABLE 159 CHINA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 154 12.4.5 AUSTRALIA 154 12.4.6 INDIA 155 12.4.7 REST OF ASIA PACIFIC 155 12.5 MIDDLE EAST & AFRICA 156 12.5.1 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET DRIVERS 156 12.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 156 12.5.3 MIDDLE EAST & AFRICA: REGULATORY NORMS 156 TABLE 160 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 157 TABLE 161 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 157 TABLE 162 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 157 TABLE 163 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 158 TABLE 164 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 158 TABLE 165 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 158 TABLE 166 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 158 TABLE 167 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 159 TABLE 168 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 159 TABLE 169 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 159 TABLE 170 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 159 TABLE 171 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 160 TABLE 172 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 160 TABLE 173 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 160 TABLE 174 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY REGION, 2018–2022 (USD MILLION) 160 TABLE 175 MIDDLE EAST & AFRICA: CONNECTED MINING MARKET, BY REGION, 2023–2028 (USD MILLION) 161 12.5.4 MIDDLE EAST 161 TABLE 176 MIDDLE EAST: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 161 TABLE 177 MIDDLE EAST: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 161 TABLE 178 MIDDLE EAST: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 162 TABLE 179 MIDDLE EAST: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 162 TABLE 180 MIDDLE EAST: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 162 TABLE 181 MIDDLE EAST: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 163 TABLE 182 MIDDLE EAST: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 163 TABLE 183 MIDDLE EAST: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 163 TABLE 184 MIDDLE EAST: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 163 TABLE 185 MIDDLE EAST: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 164 TABLE 186 MIDDLE EAST: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 164 TABLE 187 MIDDLE EAST: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 164 TABLE 188 MIDDLE EAST: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 164 TABLE 189 MIDDLE EAST: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 165 12.5.5 AFRICA 165 12.6 LATIN AMERICA 165 12.6.1 LATIN AMERICA: CONNECTED MINING MARKET DRIVERS 165 12.6.2 LATIN AMERICA: RECESSION IMPACT 166 12.6.3 LATIN AMERICA: REGULATORY NORMS 166 TABLE 190 LATIN AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 166 TABLE 191 LATIN AMERICA: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 166 TABLE 192 LATIN AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 167 TABLE 193 LATIN AMERICA: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 167 TABLE 194 LATIN AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 167 TABLE 195 LATIN AMERICA: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 168 TABLE 196 LATIN AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 168 TABLE 197 LATIN AMERICA: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 168 TABLE 198 LATIN AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 168 TABLE 199 LATIN AMERICA: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 169 TABLE 200 LATIN AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 169 TABLE 201 LATIN AMERICA: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 169 TABLE 202 LATIN AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 169 TABLE 203 LATIN AMERICA: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 170 TABLE 204 LATIN AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 170 TABLE 205 LATIN AMERICA: CONNECTED MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 170 12.6.4 BRAZIL 170 TABLE 206 BRAZIL: CONNECTED MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION) 171 TABLE 207 BRAZIL: CONNECTED MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 171 TABLE 208 BRAZIL: CONNECTED MINING MARKET, BY SOLUTION, 2018–2022 (USD MILLION) 171 TABLE 209 BRAZIL: CONNECTED MINING MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 172 TABLE 210 BRAZIL: CONNECTED MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION) 172 TABLE 211 BRAZIL: CONNECTED MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 172 TABLE 212 BRAZIL: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2018–2022 (USD MILLION) 172 TABLE 213 BRAZIL: CONNECTED MINING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 173 TABLE 214 BRAZIL: CONNECTED MINING MARKET, BY MINING TYPE, 2018–2022 (USD MILLION) 173 TABLE 215 BRAZIL: CONNECTED MINING MARKET, BY MINING TYPE, 2023–2028 (USD MILLION) 173 TABLE 216 BRAZIL: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 173 TABLE 217 BRAZIL: CONNECTED MINING MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 174 TABLE 218 BRAZIL: CONNECTED MINING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 174 TABLE 219 BRAZIL: CONNECTED MINING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 174 12.6.5 MEXICO 174 12.6.6 REST OF LATIN AMERICA 175 13 COMPETITIVE LANDSCAPE 176 13.1 OVERVIEW 176 13.2 STRATEGIES ADOPTED BY KEY PLAYERS 176 13.2.1 PRODUCT LAUNCHES 176 TABLE 220 CONNECTED MINING MARKET: PRODUCT LAUNCHES, FEBRUARY 2020–JULY 2023 176 13.2.2 DEALS 179 TABLE 221 CONNECTED MINING MARKET: DEALS, JANUARY 2020–JULY 2023 179 13.3 MARKET SHARE ANALYSIS OF TOP PLAYERS 181 TABLE 222 CONNECTED MINING MARKET: DEGREE OF COMPETITION 181 13.4 HISTORICAL REVENUE ANALYSIS 182 FIGURE 33 HISTORICAL REVENUE ANALYSIS, 2020–2022 182 13.5 COMPANY EVALUATION MATRIX OVERVIEW 182 13.5.1 COMPANY EVALUATION MATRIX METHODOLOGY AND DEFINITIONS 182 TABLE 223 PRODUCT FOOTPRINT WEIGHTAGE 182 13.5.2 STARS 183 13.5.3 EMERGING LEADERS 183 13.5.4 PERVASIVE PLAYERS 183 13.5.5 PARTICIPANTS 183 FIGURE 34 CONNECTED MINING: COMPANY EVALUATION MATRIX, 2023 184 13.6 COMPANY PRODUCT FOOTPRINT ANALYSIS 184 TABLE 224 COMPANY PRODUCT FOOTPRINT 184 TABLE 225 COMPANY OFFERING FOOTPRINT 185 TABLE 226 COMPANY INDUSTRY FOOTPRINT 186 TABLE 227 COMPANY REGION FOOTPRINT 187 13.7 COMPANY MARKET RANKING ANALYSIS 188 FIGURE 35 RANKING OF KEY PLAYERS IN CONNECTED MINING MARKET, 2023 188 13.7.1 STARTUP/SME EVALUATION MATRIX METHODOLOGY AND DEFINITION 188 FIGURE 36 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 188 13.8 COMPETITIVE BENCHMARKING 189 TABLE 228 CONNECTED MINING: DETAILED LIST OF KEY STARTUP/SMES 189 TABLE 229 CONNECTED MINING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 189 13.8.1 PROGRESSIVE COMPANIES 190 13.8.2 RESPONSIVE COMPANIES 190 13.8.3 DYNAMIC COMPANIES 190 13.8.4 STARTING BLOCKS 190 FIGURE 37 CONNECTED MINING MARKET (GLOBAL): STARTUP/SME EVALUATION MATRIX, 2023 191
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