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デジタルマイニングの世界市場

Digital Mining

出版日
ページ情報
英文 276 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.47円
デジタルマイニングの世界市場
出版日: 2025年07月11日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 276 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

デジタルマイニングの世界市場は2030年までに米国で432億米ドルに達する見込み

2024年に217億米ドルと推定されるデジタルマイニングの世界市場は、2024年から2030年にかけてCAGR 12.2%で成長し、2030年には432億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるオートメーション＆ロボティクスは、CAGR 10.7％を記録し、分析期間終了時には171億米ドルに達すると予測されます。サイバーセキュリティ分野の成長率は、分析期間のCAGRで13.8％と推定されます。

米国市場は56億米ドルと推定、中国はCAGR16.0%で成長予測

米国のデジタルマイニング市場は、2024年に56億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに103億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは16.0%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ8.1%と9.8%と予測されています。欧州では、ドイツがCAGR約9.2%で成長すると予測されています。

世界のデジタルマイニング市場- 主要動向と促進要因まとめ

デジタルトランスフォーメーションは鉱業にどのような革命をもたらすか？

デジタルマイニングは、鉱業セクターにおける効率性、安全性、生産性を高めるための先進技術の採用を包括しています。IoT、自動化、データ分析、人工知能（AI）などのツールを取り入れることで、鉱業会社は操業と意思決定プロセスを最適化できるようになってきています。IoTセンサーは、機器の性能、リソースの利用状況、環境条件に関するリアルタイムのデータを提供し、鉱山会社がダウンタイムを防ぎ、リソース配分を改善するための事前調整を行うことを可能にします。さらに、トラックやドリルなどの重機の自動化により、操業の安全性が一変し、危険区域での人間の作業員の必要性が減り、機器の遠隔操作が可能になりました。

デジタルマイニングへの移行は、より高い透明性と持続可能性の必要性によって推進されています。高度なアナリティクスにより、鉱山会社はエネルギー消費を監視し、水の使用を最適化し、環境への影響を減らすことができます。さらに、デジタルソリューションは予知保全を可能にするため、企業は機器の故障を事前に予測することができ、コスト削減と機械の寿命延長につながります。鉱山会社に対する規制圧力が強まり、持続可能な採掘慣行への需要が高まるにつれ、鉱業のデジタル化は不可欠になっています。デジタル技術を統合することで、鉱業会社はワークフローを近代化し、より高い持続可能性基準に業務を合わせています。

AIとデータ分析がデジタルマイニングで果たす役割とは？

AIとデータ解析はデジタルマイニングの中心的存在となり、企業が情報に基づいたデータ主導の意思決定を行えるようにします。機械学習アルゴリズムは、膨大な量の地質データや操業データを分析し、パターンを特定し、鉱石品質や採掘量などの結果を予測します。これらの洞察は、掘削作業をどこに集中させるかについての決定を導き、無駄を削減し、資源採掘を最大化します。さらに、AI主導の予測モデルは、市場の需要、操業上の制約、または環境条件に基づいて生産率をリアルタイムで調整することを可能にし、採掘企業が採掘に対する柔軟で適応性のあるアプローチを維持することを可能にします。

データ分析は、採掘企業に操業の詳細なビューを提供することで、効率をさらに高める。機器やワークフローからのパフォーマンスデータを分析することで、鉱山会社はリソースの使用を最適化し、生産性を向上させることができます。さらに、採掘作業をシミュレートする仮想モデルであるデジタルツインによって、企業は実際の作業を中断することなく、さまざまなシナリオをテストし、潜在的なボトルネックを特定することができます。データ分析とAIが進化し続けるにつれ、デジタルマイニングにおける役割はさらに深まり、より正確で効率的な採掘が可能になり、資源集約型産業で企業が競争力を維持するのに役立つと期待されています。

オートメーションは鉱業の生産性と安全性をどのように高めているか？

オートメーションは、鉱業における生産性と安全性の新時代を導入しており、従来リスクの高かった作業が、自律走行車、ドローン、ロボット機械によって行われるようになっています。自動化された運搬トラック、掘削リグ、ローダーは、世界中の採掘現場でますます使用されるようになっており、企業は危険区域で作業員を安全な距離に保ちながら作業を行うことができます。ドローンはマッピングや測量に空からの視点を提供し、作業員を危険にさらすことなく地形を評価し、環境への影響を追跡するのに役立ちます。自動化は安全性を向上させるだけでなく、生産性を高める。機械は休息することなく連続的に稼働し、生産量を大幅に増やすことができるからです。

さらに、機器の遠隔操作と監視によって採掘作業の一元化が可能になり、オペレーターは数キロ離れた場所からでも現場を管理できるようになりました。ワイヤレス接続とIoT統合の進歩により、鉱山会社はリアルタイムでプロセスを監督・調整できるようになり、操業の遅れを減らし、資源利用を最適化できます。また、自動化された設備は、予知モニタリングと診断のおかげでメンテナンスの必要性が少なくなり、故障が減少して修理コストが削減されます。このように、自動化は鉱業における原動力となっており、作業効率と作業員の福利が重要なこの業界において、生産性目標と安全上の懸念の両方に対処しています。

デジタルマイニング市場の成長を促進する主な要因は？

デジタルマイニング市場の成長は、鉱物や資源に対する需要が高まる中、業務効率や生産性を高める必要性など、いくつかの要因によってもたらされます。鉱石の品質が低下し、採掘コストが上昇する中、鉱山会社はIoT、AI、自動化などのデジタル技術を活用して、プロセスの合理化、資源利用の最適化、歩留まりの最大化を図っています。デジタル・ソリューションにより、企業はリスクを監視、予測、軽減できるため、事故が減少し、危険な採掘環境における労働者の保護が強化されます。

持続可能で環境に優しい採鉱慣行を目指す動きは、デジタル・ソリューションがリアルタイムの環境モニタリングを可能にし、企業のエコロジカル・フットプリントの削減を支援するため、市場の成長をさらに後押ししています。持続可能性に関する規制圧力と地域社会の期待は、水の消費を最小限に抑え、排出を削減し、土地の埋め立てを監視するデジタル戦略の採用を鉱山会社に促しています。さらに、予知保全のためのデータ分析の統合は、機器の故障を減らし、機械の寿命を延ばし、コスト削減と操業の継続につながります。業界の大手企業によるデジタルマイニングテクノロジーへの投資の拡大は、採掘のデジタル変革を加速させ、近代的で持続可能な採掘手法の礎石として位置づけています。

デジタルマイニングは資源採掘の未来をどのように切り開いているのでしょうか？

デジタルマイニングは、より効率的で安全かつ持続可能な業界を育成することで、資源採掘の未来を再定義しようとしています。AI、機械学習、自動化などの高度なデジタル技術は、現在の業務を強化するだけでなく、深海や小惑星の採掘など、新たなフロンティアの開拓を可能にします。予測分析とデジタル・ツインを使えば、企業は遠隔地や厳しい環境での採掘をシミュレートでき、より優れたリスク管理と計画が可能になります。採掘企業が、世界の資源需要の増加に対応すると同時に、環境や倫理的な懸念に対処するという二重の課題に直面する中、こうした能力は極めて重要です。

さらに、鉱業のデジタル変革は、企業に透明性と説明責任を向上させる力を与え、利害関係者や規制機関によってますます評価されるようになっています。ブロックチェーン技術は、鉱物の調達に関する安全で透明性の高い記録を提供し、「紛争鉱物」に関連する問題との闘いを支援し、倫理的な調達基準へのコンプライアンスを確保することで、業界に影響を与え始めています。デジタルマイニングが進化し続けるにつれ、業務上の成果を向上させるだけでなく、業界標準を高め、持続可能性と企業責任に対する世界の期待に沿う、より責任ある資源採掘のアプローチを育成することが約束されます。

セグメント

テクノロジー（オートメーション＆ロボティクス、サイバーセキュリティ、リアルタイム分析、その他テクノロジー）、アプリケーション（鉄・合金、非鉄金属、貴金属）

調査対象企業の例

  • ABB Ltd.
  • Caterpillar Inc.
  • Cisco Systems, Inc.
  • General Electric Company
  • Hatch Ltd.
  • Hexagon AB
  • Huawei
  • IBM Corporation
  • Itelligence
  • Komatsu Mining Corp
  • Rockwell Automation, Inc.
  • Sandvik AB
  • SAP SE
  • Siemens
  • Wipro

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールにより、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • スペイン
  • ロシア
  • その他欧州
  • アジア太平洋
  • オーストラリア
  • インド
  • 韓国
  • その他アジア太平洋地域
  • ラテンアメリカ
  • アルゼンチン
  • ブラジル
  • メキシコ
  • その他ラテンアメリカ
  • 中東
  • イラン
  • イスラエル
  • サウジアラビア
  • アラブ首長国連邦
  • その他中東
  • アフリカ

第4章 競合

目次
Product Code: MCP21637

Global Digital Mining Market to Reach US$43.2 Billion by 2030

The global market for Digital Mining estimated at US$21.7 Billion in the year 2024, is expected to reach US$43.2 Billion by 2030, growing at a CAGR of 12.2% over the analysis period 2024-2030. Automation & Robotics, one of the segments analyzed in the report, is expected to record a 10.7% CAGR and reach US$17.1 Billion by the end of the analysis period. Growth in the Cybersecurity segment is estimated at 13.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.6 Billion While China is Forecast to Grow at 16.0% CAGR

The Digital Mining market in the U.S. is estimated at US$5.6 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$10.3 Billion by the year 2030 trailing a CAGR of 16.0% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 8.1% and 9.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.2% CAGR.

Global Digital Mining Market - Key Trends & Drivers Summarized

How Is Digital Transformation Revolutionizing the Mining Industry?

Digital mining encompasses the adoption of advanced technologies to enhance efficiency, safety, and productivity within the mining sector. By incorporating tools such as IoT, automation, data analytics, and artificial intelligence (AI), mining companies are increasingly able to optimize operations and decision-making processes. IoT sensors provide real-time data on equipment performance, resource utilization, and environmental conditions, enabling miners to make proactive adjustments that prevent downtime and improve resource allocation. In addition, automation of heavy machinery, such as trucks and drills, has transformed operational safety, reducing the need for human workers in hazardous areas and enabling remote control of equipment.

The transition to digital mining is driven by the need for greater transparency and sustainability. With advanced analytics, mining companies can monitor energy consumption, optimize water use, and reduce environmental impact. Furthermore, digital solutions enable predictive maintenance, allowing companies to anticipate equipment failures before they occur, leading to cost savings and extended machinery lifespan. As regulatory pressures on mining companies intensify and demand for sustainable mining practices grows, the digitalization of the mining industry has become essential. By integrating digital technologies, mining companies are modernizing workflows and aligning operations with higher sustainability standards.

What Role Do AI and Data Analytics Play in Digital Mining?

AI and data analytics have become central to digital mining, empowering companies to make informed, data-driven decisions. Machine learning algorithms analyze vast amounts of geological and operational data, identifying patterns and predicting outcomes, such as ore quality and mine yield. These insights guide decisions on where to focus drilling efforts, reducing waste and maximizing resource extraction. Moreover, AI-driven predictive models allow for real-time adjustments in production rates based on market demand, operational constraints, or environmental conditions, enabling mining companies to maintain a flexible and adaptive approach to extraction.

Data analytics further enhance efficiency by providing mining companies with an in-depth view of their operations. By analyzing performance data from equipment and workflows, mining companies can optimize resource usage and improve productivity. Additionally, digital twins, virtual models that simulate mining operations, allow companies to test various scenarios and identify potential bottlenecks without disrupting actual operations. As data analytics and AI continue to evolve, their role in digital mining is expected to deepen, enabling more precise and efficient extraction practices and helping companies stay competitive in a resource-intensive industry.

How Is Automation Enhancing Productivity and Safety in Mining?

Automation has introduced a new era of productivity and safety in mining, where traditionally high-risk tasks are now performed by autonomous vehicles, drones, and robotic machinery. Automated haul trucks, drilling rigs, and loaders are increasingly used in mining sites worldwide, allowing companies to operate in hazardous areas while keeping personnel at a safe distance. Drones provide an aerial perspective for mapping and surveying, helping to assess terrain and track environmental impact without placing workers at risk. Automation not only improves safety but also enhances productivity, as machines can operate continuously without the need for rest, significantly increasing output.

Furthermore, remote control and monitoring of equipment have made it possible to centralize mining operations, allowing operators to manage sites from miles away. With advances in wireless connectivity and IoT integration, mining companies can oversee and adjust processes in real-time, reducing operational delays and optimizing resource use. Automated equipment also requires less maintenance, thanks to predictive monitoring and diagnostics, resulting in fewer breakdowns and lower repair costs. Automation has, thus, become a driving force in mining, addressing both productivity goals and safety concerns in an industry where operational efficiency and worker well-being are critical.

What Are the Key Factors Driving the Growth of the Digital Mining Market?

The growth in the digital mining market is driven by several factors, including the need for increased operational efficiency and productivity amid rising demand for minerals and resources. With dwindling ore quality and increasing costs of extraction, mining companies are leveraging digital technologies like IoT, AI, and automation to streamline processes, optimize resource usage, and maximize yields. The industry’s commitment to safety has also been a significant driver, as digital solutions allow companies to monitor, predict, and mitigate risks, reducing accidents and enhancing worker protection in hazardous mining environments.

The push toward sustainable and eco-friendly mining practices further fuels market growth, as digital solutions enable real-time environmental monitoring, helping companies reduce their ecological footprint. Regulatory pressures and community expectations around sustainability are prompting mining firms to adopt digital strategies that help minimize water consumption, lower emissions, and monitor land reclamation. Additionally, the integration of data analytics for predictive maintenance reduces equipment failures and extends machinery lifespan, leading to cost savings and operational continuity. Growing investments in digital mining technologies by major industry players are accelerating the digital transformation of mining, positioning it as a cornerstone of modern, sustainable mining practices.

How Is Digital Mining Shaping the Future of Resource Extraction?

Digital mining is set to redefine the future of resource extraction by fostering a more efficient, safe, and sustainable industry. Advanced digital technologies, such as AI, machine learning, and automation, are not only enhancing current operations but also enabling the industry to explore new frontiers, including deep-sea and asteroid mining. With predictive analytics and digital twins, companies can simulate extraction in remote or challenging environments, allowing for better risk management and planning. These capabilities are crucial as mining companies face the dual challenge of meeting rising global demand for resources while addressing environmental and ethical concerns.

Moreover, the digital transformation of mining is empowering companies to improve transparency and accountability, both of which are increasingly valued by stakeholders and regulatory bodies. Blockchain technology is even beginning to influence the industry by providing secure and transparent records of mineral sourcing, helping to combat issues related to “conflict minerals” and ensuring compliance with ethical sourcing standards. As digital mining continues to evolve, it promises not only to improve operational outcomes but also to elevate industry standards, fostering a more responsible approach to resource extraction that aligns with global expectations for sustainability and corporate responsibility.

SCOPE OF STUDY:

The report analyzes the Digital Mining market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Technology (Automation & Robotics, Cybersecurity, Real Time Analytics, Other Technologies); Application (Iron & Ferro Alloys, Non-Ferrous Metals, Precious Metals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 36 Featured) -

  • ABB Ltd.
  • Caterpillar Inc.
  • Cisco Systems, Inc.
  • General Electric Company
  • Hatch Ltd.
  • Hexagon AB
  • Huawei
  • IBM Corporation
  • Itelligence
  • Komatsu Mining Corp
  • Rockwell Automation, Inc.
  • Sandvik AB
  • SAP SE
  • Siemens
  • Wipro

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Global Economic Update
    • Digital Mining - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Adoption of Automation in Mining Operations Drives Demand for Advanced Digital Mining Platforms and Technologies
    • Increasing Need for Operational Efficiency and Cost Reduction in Mining Boosts Adoption of Digital Mining Solutions
    • Rising Implementation of Internet of Things (IoT) in Mining Operations Expands Market for Real-Time Digital Monitoring Solutions
    • Advancements in Artificial Intelligence and Machine Learning Propel Growth in Predictive Maintenance for Digital Mining
    • Focus on Environmental Sustainability and Reduction of Carbon Footprint Strengthens Business Case for Digital Mining
    • Emergence of Autonomous Haulage and Drilling Systems Expands Demand for Digital Mining Platforms with Remote Control Capabilities
    • Integration of Cloud Computing in Mining Operations Provides Scalable Data Storage and Analysis Solutions
    • Growing Use of Drones and Robotics for Mapping and Surveying Expands Opportunities for Digital Mining Platforms
    • Use of Big Data Analytics in Mining to Optimize Ore Extraction and Processing Expands Application of Digital Mining Platforms
    • Increased Adoption of Blockchain for Transparent and Secure Supply Chain Management in Mining Boosts Market Growth
    • Growing Investment in Mineral Exploration and Extraction in Emerging Markets Expands Digital Mining Market Potential
    • Demand for Remote Operability and Monitoring in Harsh Environments Spurs Adoption of Rugged Digital Mining Platforms
    • Shift Toward Predictive Analytics in Mining for Equipment Maintenance and Risk Management Drives Digital Mining Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 2: World Historic Review for Digital Mining by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 3: World 15-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Automation & Robotics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World Historic Review for Automation & Robotics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 6: World 15-Year Perspective for Automation & Robotics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Cybersecurity by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 8: World Historic Review for Cybersecurity by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 9: World 15-Year Perspective for Cybersecurity by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Real Time Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World Historic Review for Real Time Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 12: World 15-Year Perspective for Real Time Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 14: World Historic Review for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 15: World 15-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Iron & Ferro Alloys by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World Historic Review for Iron & Ferro Alloys by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 18: World 15-Year Perspective for Iron & Ferro Alloys by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Non-Ferrous Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 20: World Historic Review for Non-Ferrous Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 21: World 15-Year Perspective for Non-Ferrous Metals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Precious Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World Historic Review for Precious Metals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 24: World 15-Year Perspective for Precious Metals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 25: World Digital Mining Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 26: USA Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: USA Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 28: USA 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 29: USA Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 30: USA Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 31: USA 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Canada Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 34: Canada 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 35: Canada Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 36: Canada Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 37: Canada 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • JAPAN
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Japan Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 40: Japan 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 41: Japan Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 42: Japan Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 43: Japan 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • CHINA
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 44: China Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: China Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 46: China 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 47: China Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 48: China Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 49: China 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • EUROPE
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 51: Europe Historic Review for Digital Mining by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 52: Europe 15-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 53: Europe Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 54: Europe Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 55: Europe 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 58: Europe 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • FRANCE
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 59: France Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 60: France Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 61: France 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 64: France 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • GERMANY
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 65: Germany Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 66: Germany Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 67: Germany 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 70: Germany 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 71: Italy Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Italy Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 73: Italy 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 76: Italy 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 77: UK Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 78: UK Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 79: UK 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 82: UK 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • SPAIN
    • TABLE 83: Spain Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 84: Spain Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 85: Spain 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 86: Spain Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Spain Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 88: Spain 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • RUSSIA
    • TABLE 89: Russia Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Russia Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 91: Russia 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 92: Russia Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Russia Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 94: Russia 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 95: Rest of Europe Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 96: Rest of Europe Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 97: Rest of Europe 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 98: Rest of Europe Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of Europe Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 100: Rest of Europe 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 101: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 102: Asia-Pacific Historic Review for Digital Mining by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 103: Asia-Pacific 15-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030
    • TABLE 104: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Asia-Pacific Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 106: Asia-Pacific 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 107: Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 108: Asia-Pacific Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 109: Asia-Pacific 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • AUSTRALIA
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
    • TABLE 110: Australia Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Australia Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 112: Australia 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 113: Australia Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 114: Australia Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 115: Australia 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • INDIA
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
    • TABLE 116: India Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: India Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 118: India 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 119: India Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 120: India Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 121: India 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • SOUTH KOREA
    • TABLE 122: South Korea Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: South Korea Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 124: South Korea 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 125: South Korea Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 126: South Korea Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 127: South Korea 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 128: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of Asia-Pacific Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 130: Rest of Asia-Pacific 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 131: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Rest of Asia-Pacific Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 133: Rest of Asia-Pacific 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • LATIN AMERICA
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
    • TABLE 134: Latin America Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 135: Latin America Historic Review for Digital Mining by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 136: Latin America 15-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030
    • TABLE 137: Latin America Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Latin America Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 139: Latin America 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 140: Latin America Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Latin America Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 142: Latin America 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • ARGENTINA
    • TABLE 143: Argentina Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Argentina Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 145: Argentina 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 146: Argentina Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Argentina Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 148: Argentina 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • BRAZIL
    • TABLE 149: Brazil Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Brazil Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 151: Brazil 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 152: Brazil Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Brazil Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 154: Brazil 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • MEXICO
    • TABLE 155: Mexico Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 156: Mexico Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 157: Mexico 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 158: Mexico Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 159: Mexico Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 160: Mexico 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • REST OF LATIN AMERICA
    • TABLE 161: Rest of Latin America Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 162: Rest of Latin America Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 163: Rest of Latin America 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 164: Rest of Latin America Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 165: Rest of Latin America Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 166: Rest of Latin America 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • MIDDLE EAST
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
    • TABLE 167: Middle East Recent Past, Current & Future Analysis for Digital Mining by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 168: Middle East Historic Review for Digital Mining by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 169: Middle East 15-Year Perspective for Digital Mining by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030
    • TABLE 170: Middle East Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 171: Middle East Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 172: Middle East 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 173: Middle East Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Middle East Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 175: Middle East 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • IRAN
    • TABLE 176: Iran Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Iran Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 178: Iran 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 179: Iran Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 180: Iran Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 181: Iran 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • ISRAEL
    • TABLE 182: Israel Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 183: Israel Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 184: Israel 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 185: Israel Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 186: Israel Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 187: Israel 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • SAUDI ARABIA
    • TABLE 188: Saudi Arabia Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 189: Saudi Arabia Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 190: Saudi Arabia 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 191: Saudi Arabia Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 192: Saudi Arabia Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 193: Saudi Arabia 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 194: UAE Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 195: UAE Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 196: UAE 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 197: UAE Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 198: UAE Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 199: UAE 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • REST OF MIDDLE EAST
    • TABLE 200: Rest of Middle East Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 201: Rest of Middle East Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 202: Rest of Middle East 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 203: Rest of Middle East Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 204: Rest of Middle East Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 205: Rest of Middle East 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030
  • AFRICA
    • Digital Mining Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
    • TABLE 206: Africa Recent Past, Current & Future Analysis for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 207: Africa Historic Review for Digital Mining by Technology - Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 208: Africa 15-Year Perspective for Digital Mining by Technology - Percentage Breakdown of Value Sales for Automation & Robotics, Cybersecurity, Real Time Analytics and Other Technologies for the Years 2015, 2025 & 2030
    • TABLE 209: Africa Recent Past, Current & Future Analysis for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 210: Africa Historic Review for Digital Mining by Application - Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 211: Africa 15-Year Perspective for Digital Mining by Application - Percentage Breakdown of Value Sales for Iron & Ferro Alloys, Non-Ferrous Metals and Precious Metals for the Years 2015, 2025 & 2030

IV. COMPETITION