2025-2029年全球採礦業人工智慧展望

全球採礦人工智慧市場預計將以41.4%的複合年成長率成長，在2024年至2029年的預測期內達到963.435億美元。本報告對全球採礦人工智慧市場進行了全面分析，包括市場規模和預測、趨勢、成長要素和挑戰，以及對約25家公司的供應商分析。

本報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析。市場成長的促進因素包括：日益重視工人安全和環境、社會及管治(ESG) 合規性；在市場波動的情況下，對營運效率和成本最佳化的需求；以及來自物聯網 (IoT) 和先進感測技術的巨量資料普及。

本研究採用客觀的方法，結合一手和二手訊息，包括來自主要行業相關人員的意見。報告包含全面的市場規模數據、區域細分分析、供應商格局以及對主要企業的分析。報告提供歷史數據和預測數據。

該研究發現，提高營運效率和降低成本的需求將是未來幾年推動全球礦業人工智慧市場成長的關鍵因素之一。此外，日益重視工人安全和環境、社會及管治(ESG) 要求，以及為滿足關鍵原料需求而加速礦產探勘，預計也將顯著刺激市場需求。

目錄

第1章執行摘要

第2章 Technavio 分析

• 價格、生命週期、顧客購買籃、採用率和購買標準分析
• 投入與差異化因素的重要性
• 混淆來源
• 促進因素和挑戰的影響

第3章 市場情勢

• 市場生態系統
• 市場特徵
• 價值鏈分析

第4章 市場規模

• 市場定義
• 市場區隔分析
• 2024年市場規模
• 2024-2029年市場展望

第5章 市場規模表現

• 2019-2023年全球採礦業人工智慧市場
• 2019-2023年部署細分市場分析
• 類型細分市場分析 2019-2023
• 2019-2023年技術細分市場分析
• 2019-2023年區域細分市場分析
• 2019-2023年國家細分市場分析

第6章五力分析

• 五力分析概述
• 買方的議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

7. 依部署方式進行市場區隔

• 比較：依部署方式
• 基於雲端的
• 本地部署
• 按部署方式分類的市場機會

第8章 按類型分類的市場區隔

• 比較：按類型
• 露天採礦
• 地下採礦
• 按類型分類的市場機會

9. 按技術分類的市場細分

• 比較：按技術
• 機器學習和深度學習
• 機器人與自動化
• 電腦視覺
• 自然語言處理（NLP）
• 其他
• 按技術分類的市場機遇

第10章 客戶情況

第11章 區域情勢

• 區域細分
• 區域比較
• 亞太地區
  • 中國
  • 澳洲
  • 印度
  • 日本
  • 韓國
  • 印尼
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 荷蘭
  • 西班牙
• 南美洲
  • 巴西
  • 阿根廷
  • 哥倫比亞
• 中東和非洲
  • 南非
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 以色列
  • 土耳其
• 各區域的市場機遇

第12章：促進因素、挑戰與機遇

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機遇

第13章 競爭格局

• 概述
• 競爭格局
• 令人困惑的局面
• 產業風險

第14章 競爭分析

• 公司簡介
• 企業排名指數
• 公司市場定位
• ABB Ltd.
• Anglo American plc
• Barrick Gold Corp.
• BHP Group Ltd.
• Caterpillar Inc.
• Fortescue Metals Group Ltd.
• Glencore Plc
• IBM Corp.
• Komatsu Ltd.
• Microsoft Corp.
• Newmont Corp.
• Rio Tinto Ltd.
• Sandvik AB
• SAP SE
• Teck Resources Ltd.

第15章附錄

The global AI in mining market is forecasted to grow by USD 96343.5 mn during 2024-2029, accelerating at a CAGR of 41.4% during the forecast period. The report on the global AI in mining market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by intensifying focus on worker safety and environmental, social and governance (esg) compliance, imperative for operational efficiency and cost optimization amidst market volatility, proliferation of big data from the internet of things (iot) and advanced sensing technologies.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI in mining market is segmented as below:

By Deployment

• Cloud-based
• On-premises

By Type

• Surface mining
• Underground mining

By Technology

• ML and deep learning
• Robotics and automation
• Computer vision
• NLP
• Others

Geography

• APAC
  • China
  • Australia
  • India
  • Japan
  • South Korea
  • Indonesia
• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • The Netherlands
  • Spain
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • South Africa
  • UAE
  • Turkey
• Rest of World (ROW)

This study identifies the imperative for enhanced operational efficiency and cost reduction as one of the prime reasons driving the global AI in mining market growth during the next few years. Also, heightened emphasis on worker safety and environmental, social, and governance (esg) mandates and accelerated mineral exploration to meet critical raw material demand will lead to sizable demand in the market.

The report on the global AI in mining market covers the following areas:

• Global AI in mining market sizing
• Global AI in mining market forecast
• Global AI in mining market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI in mining market vendors that include ABB Ltd., Anglo American plc, Barrick Gold Corp., BHP Group Ltd., Caterpillar Inc., FLSmidth and Co. AS, Fortescue Metals Group Ltd., Glencore Plc, IBM Corp., KoBold Metals, Komatsu Ltd., Microsoft Corp., Newmont Corp., Rio Tinto Ltd., Sandvik AB, SAP SE, Teck Resources Ltd., The Weir Group Plc. Also, the global AI in mining market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by Technology
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI In Mining Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI In Mining Market 2019 - 2023 ($ million)
• 5.2 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.3 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.4 Technology segment analysis 2019 - 2023
  • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Deployment

• 7.1 Market segments
• 7.2 Comparison by Deployment
• 7.3 Cloud-based - Market size and forecast 2024-2029
• 7.4 On-premises - Market size and forecast 2024-2029
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

8 Market Segmentation by Type

• 8.1 Market segments
• 8.2 Comparison by Type
• 8.3 Surface mining - Market size and forecast 2024-2029
• 8.4 Underground mining - Market size and forecast 2024-2029
• 8.5 Market opportunity by Type
  • Market opportunity by Type ($ million)

9 Market Segmentation by Technology

• 9.1 Market segments
• 9.2 Comparison by Technology
• 9.3 ML and deep learning - Market size and forecast 2024-2029
• 9.4 Robotics and automation - Market size and forecast 2024-2029
• 9.5 Computer vision - Market size and forecast 2024-2029
• 9.6 NLP - Market size and forecast 2024-2029
• 9.7 Others - Market size and forecast 2024-2029
• 9.8 Market opportunity by Technology
  • Market opportunity by Technology ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
• 11.2 Geographic comparison
• 11.3 APAC - Market size and forecast 2024-2029
  • 11.3.1 China - Market size and forecast 2024-2029
  • 11.3.2 Australia - Market size and forecast 2024-2029
  • 11.3.3 India - Market size and forecast 2024-2029
  • 11.3.4 Japan - Market size and forecast 2024-2029
  • 11.3.5 South Korea - Market size and forecast 2024-2029
  • 11.3.6 Indonesia - Market size and forecast 2024-2029
• 11.4 North America - Market size and forecast 2024-2029
  • 11.4.1 US - Market size and forecast 2024-2029
  • 11.4.2 Canada - Market size and forecast 2024-2029
  • 11.4.3 Mexico - Market size and forecast 2024-2029
• 11.5 Europe - Market size and forecast 2024-2029
  • 11.5.1 Germany - Market size and forecast 2024-2029
  • 11.5.2 UK - Market size and forecast 2024-2029
  • 11.5.3 France - Market size and forecast 2024-2029
  • 11.5.4 Italy - Market size and forecast 2024-2029
  • 11.5.5 The Netherlands - Market size and forecast 2024-2029
  • 11.5.6 Spain - Market size and forecast 2024-2029
• 11.6 South America - Market size and forecast 2024-2029
  • 11.6.1 Brazil - Market size and forecast 2024-2029
  • 11.6.2 Argentina - Market size and forecast 2024-2029
  • 11.6.3 Colombia - Market size and forecast 2024-2029
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • 11.7.1 South Africa - Market size and forecast 2024-2029
  • 11.7.2 UAE - Market size and forecast 2024-2029
  • 11.7.3 Saudi Arabia - Market size and forecast 2024-2029
  • 11.7.4 Israel - Market size and forecast 2024-2029
  • 11.7.5 Turkey - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Intensifying focus on worker safety and environmental, social and governance (ESG) compliance
  • Imperative for operational efficiency and cost optimization amidst market volatility
  • Proliferation of big data from the internet of things (IoT) and advanced sensing technologies
• 12.2 Market challenges
  • High initial capital expenditure and complex integration
  • Data quality, accessibility and cybersecurity vulnerabilities
  • Workforce skills gap and cultural resistance to change
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Imperative for enhanced operational efficiency and cost reduction
  • Heightened emphasis on worker safety and environmental, social, and governance (ESG) mandates
  • Accelerated mineral exploration to meet critical raw material demand

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 ABB Ltd.
  • ABB Ltd. - Overview
  • ABB Ltd. - Business segments
  • ABB Ltd. - Key news
  • ABB Ltd. - Key offerings
  • ABB Ltd. - Segment focus
  • SWOT
• 14.5 Anglo American plc
  • Anglo American plc - Overview
  • Anglo American plc - Business segments
  • Anglo American plc - Key news
  • Anglo American plc - Key offerings
  • Anglo American plc - Segment focus
  • SWOT
• 14.6 Barrick Gold Corp.
  • Barrick Gold Corp. - Overview
  • Barrick Gold Corp. - Product / Service
  • Barrick Gold Corp. - Key offerings
  • SWOT
• 14.7 BHP Group Ltd.
  • BHP Group Ltd. - Overview
  • BHP Group Ltd. - Business segments
  • BHP Group Ltd. - Key offerings
  • BHP Group Ltd. - Segment focus
  • SWOT
• 14.8 Caterpillar Inc.
  • Caterpillar Inc. - Overview
  • Caterpillar Inc. - Business segments
  • Caterpillar Inc. - Key news
  • Caterpillar Inc. - Key offerings
  • Caterpillar Inc. - Segment focus
  • SWOT
• 14.9 Fortescue Metals Group Ltd.
  • Fortescue Metals Group Ltd. - Overview
  • Fortescue Metals Group Ltd. - Product / Service
  • Fortescue Metals Group Ltd. - Key offerings
  • SWOT
• 14.10 Glencore Plc
  • Glencore Plc - Overview
  • Glencore Plc - Business segments
  • Glencore Plc - Key news
  • Glencore Plc - Key offerings
  • Glencore Plc - Segment focus
  • SWOT
• 14.11 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 14.12 Komatsu Ltd.
  • Komatsu Ltd. - Overview
  • Komatsu Ltd. - Business segments
  • Komatsu Ltd. - Key news
  • Komatsu Ltd. - Key offerings
  • Komatsu Ltd. - Segment focus
  • SWOT
• 14.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.14 Newmont Corp.
  • Newmont Corp. - Overview
  • Newmont Corp. - Business segments
  • Newmont Corp. - Key offerings
  • Newmont Corp. - Segment focus
  • SWOT
• 14.15 Rio Tinto Ltd.
  • Rio Tinto Ltd. - Overview
  • Rio Tinto Ltd. - Business segments
  • Rio Tinto Ltd. - Key news
  • Rio Tinto Ltd. - Key offerings
  • Rio Tinto Ltd. - Segment focus
  • SWOT
• 14.16 Sandvik AB
  • Sandvik AB - Overview
  • Sandvik AB - Business segments
  • Sandvik AB - Key news
  • Sandvik AB - Key offerings
  • Sandvik AB - Segment focus
  • SWOT
• 14.17 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 14.18 Teck Resources Ltd.
  • Teck Resources Ltd. - Overview
  • Teck Resources Ltd. - Business segments
  • Teck Resources Ltd. - Key offerings
  • Teck Resources Ltd. - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations