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市场调查报告书
商品编码
1737524

全球商业人工智慧和机器学习市场

Artificial Intelligence and Machine Learning in Business
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 214 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年，全球商业人工智慧和机器学习市场规模将达到 1.1 兆美元

全球商业人工智慧和机器学习市场规模预计在2024年达到2,274亿美元，预计2024年至2030年期间的复合年增长率为29.3%，到2030年将达到1.1兆美元。作为报告分析的细分市场之一，解决方案组件的复合年增长率预计将达到26.2%，到分析期结束时规模将达到6556亿美元。服务组件细分市场在分析期间内的复合年增长率预计将达到35.6%。

美国市场规模预估达 598 亿美元，中国市场复合年增率将达 27.9%

美国商业人工智慧和机器学习市场规模预计在2024年达到598亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到1,616亿美元，在2024-2030年的分析期间内，复合年增长率为27.9%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为26.3%和25.6%。在欧洲，预计德国市场的复合年增长率为20.6%。

全球商业中的人工智慧和机器学习—主要趋势和驱动因素摘要

为什么人工智慧和机器学习正在成为跨业务职能的策略要务？

人工智慧 (AI) 和机器学习 (ML) 正迅速从实验性工具转变为现代商业生态系统中竞争优势的策略赋能者。各行各业的组织正在将这些技术融入其核心业务，以推动自动化、增强决策能力并开拓新的收益来源。与传统软体不同，人工智慧/机器学习系统能够从数据中学习，识别模式并持续优化结果，从而为复杂的业务挑战提供动态、可扩展的解决方案。这种能力正应用于客户服务、行销、供应链管理、风险评估、诈欺侦测和财务预测等领域。

数据的爆炸性增长，加上运算能力和云端基础设施的进步，为人工智慧/机器学习的应用创造了肥沃的土壤。开发人员越来越多地利用预测分析、自然语言处理和电脑视觉来提高效率、个人化使用者体验并开发更具适应性的经营模式。随着全球数位转型的加速，企业主管越来越意识到人工智慧/机器学习不仅仅是一种营运工具，更是创新、成本优化和长期韧性的策略驱动力。这些技术正在重新定义企业解读市场讯号、管理资源以及即时与客户互动的方式。

人工智慧和机器学习技术如何提高业务敏捷性和决策智慧？

人工智慧 (AI) 和机器学习 (ML) 技术透过提供即时洞察、快速流程优化和智慧自动化，在提升业务敏捷性方面发挥关键作用。机器学习演算法可以采集大量多样化的结构化和非结构化资料集，比传统方法更快、更准确地发现趋势、预测结果并制定行动方案。例如，在金融领域，人工智慧模型可用于评估信用风险、侦测异常情况并动态管理投资组合。在零售领域，人工智慧驱动的需求预测和建议引擎可以提高存货周转和客户转换率。

自然语言处理 (NLP) 和对话式人工智慧正在透过聊天机器人、虚拟助理和全天候运作的人工智慧增强客服中心改变客户参与。在人力资源和人才管理领域，机器学习工具正在简化招募流程、识别技能差距并预测员工流失。製造和物流领域的电脑视觉应用正在透过视觉检查和模式识别来增强品管和预测性维护。这些部署使公司能够更快地回应营运变化、市场变化和客户需求，使人工智慧/机器学习成为企业决策智慧基础设施中的关键层。

哪些市场需求正在加速成长？哪些行业正在引领招募？

全球对人工智慧/机器学习解决方案的需求正在加速成长，其中北美、西欧和亚太地区引领应用。美国依然处于领先地位，这得益于科技巨头、敏捷的新兴企业和成熟的创投生态系统，创业投资因素正在推动企业人工智慧的发展。西欧在金融服务、製造业和零售业的应用强劲，而亚太地区（尤其是中国、韩国和印度）则正透过政府支持的创新项目和商业投资迅速拓展其人工智慧能力。

处于人工智慧/机器学习应用前沿的行业包括金融（诈欺预防、演算法交易、信用评分）、医疗保健（诊断、药物研发、患者照护优化）、零售（动态定价、个人化、客户分析）和製造业（供应链预测、机器人技术、品质保证）。通讯和媒体公司正在利用人工智慧来增强内容传送、自动化客户支援、优化频宽分配等等。农业技术、法律科技和教育科技等新兴产业也分别尝试将人工智慧用于作物预测分析、法律文件审查和自适应学习。这种跨产业发展势头正在为高度多样化且快速扩张的人工智慧/机器学习应用创造一个良好的发展模式。

是什么推动了人工智慧和机器学习在商业领域的全球成长？

人工智慧和机器学习在商业领域的发展受到多种因素的共同驱动，包括企业数据的爆炸性增长、日益增长的业务效率压力，以及对个人化和差异化策略的追求。其中一个关键驱动因素是向以数据为中心的经营模式的转变，在这种模式下，决策越来越多地由即时分析和机器学习洞察驱动。 AWS、Microsoft Azure 和 Google Cloud 等云端运算平台正在推动人工智慧工具的普及，而开放原始码学习框架（例如 TensorFlow 和 PyTorch）正在降低开发者和企业的技术门槛。

此外，人才短缺背景下的劳动力转型和智慧自动化需求迫使企业采用人工智慧主导的解决方案。人工智慧投资正在飙升，资金筹措和併购主要集中在人工智慧原生新兴企业、企业人工智慧平台和专业解决方案供应商。此外，监管发展和人工智慧道德框架开始为负责任的部署建立标准，增强了企业在金融和医疗等敏感领域采用人工智慧的信心。随着人工智慧和机器学习能力的成熟并从实验阶段转向企业范围的集成，关键的策略问题浮现：在日益智慧化、数据主导的经济中，企业能否在平衡创新、信任和投资回报率的同时扩大人工智慧的应用？

部分

按组件（解决方案、服务）、组织规模（大型企业、中小型企业）、应用（预测分析、网路安全、供应链和库存管理、其他应用）、垂直行业（BFSI、IT 和电信、零售、製造和物流、能源和公共产业、医疗保健、其他垂直行业）

受访公司范例（44家值得关注的公司）

  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu
  • BigBear.ai
  • Cisco Systems
  • Databricks
  • Dataiku
  • DataRobot
  • DeepMind
  • DeepSeek
  • Google（Alphabet）
  • Graphcore
  • H2O.ai
  • Hugging Face
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Micron Technology
  • Microsoft Corporation

关税影响係数

全球产业分析师根据公司总部所在地、製造地、进出口（成品和原始设备OEM）预测公司竞争地位的变化。这种复杂且多方面的市场动态预计将以多种方式影响竞争对手，包括人为提高销货成本、盈利下降、供应链重组以及其他微观和宏观市场动态。

全球产业分析师密切关注来自全球顶尖首席经济学家（14,949位）、智库（62家）以及贸易和产业协会（171家）的专家的意见，以评估其对生态系统的影响并应对新的市场现实。我们追踪了来自每个主要国家的专家和经济学家对关税及其对本国影响的看法。

全球产业分析师预计，这场动盪将在未来2-3个月内逐渐平息，新的世界秩序将更加清晰地建立。全球产业分析师正在即时追踪这些事态发展。

2025年4月：谈判阶段

在4月的报告中，我们将探讨关税对全球整体市场的影响，并提供区域市场调整。我们的预测是基于历史数据和不断变化的市场影响因素。

2025年7月：最终关税调整

在各国宣布最终重置后，客户将在 7 月收到免费更新，最终更新将包含明确的关税影响分析。

相互和双边贸易及关税影响分析：

美国<>中国<>墨西哥<>加拿大<>欧盟<>日本<>印度<>其他176个国家

领先的产业经济学家：全球产业分析师知识库追踪了 14,949 位经济学家，其中包括来自民族国家、智库、贸易和产业协会、大型企业以及各领域专家的最具影响力的首席经济学家，他们共用了这场前所未有的全球经济状况模式转移的影响。我们超过 16,491 份报告大多遵循基于里程碑的两阶段发布计划。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP33461

Global Artificial Intelligence and Machine Learning in Business Market to Reach US$1.1 Trillion by 2030

The global market for Artificial Intelligence and Machine Learning in Business estimated at US$227.4 Billion in the year 2024, is expected to reach US$1.1 Trillion by 2030, growing at a CAGR of 29.3% over the analysis period 2024-2030. Solutions Component, one of the segments analyzed in the report, is expected to record a 26.2% CAGR and reach US$655.6 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 35.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$59.8 Billion While China is Forecast to Grow at 27.9% CAGR

The Artificial Intelligence and Machine Learning in Business market in the U.S. is estimated at US$59.8 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$161.6 Billion by the year 2030 trailing a CAGR of 27.9% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 26.3% and 25.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 20.6% CAGR.

Global Artificial Intelligence and Machine Learning in Business - Key Trends & Drivers Summarized

Why Are AI and ML Becoming Strategic Imperatives Across Business Functions?

Artificial Intelligence (AI) and Machine Learning (ML) have rapidly transitioned from experimental tools to strategic enablers of competitive advantage in modern business ecosystems. Organizations across industries are embedding these technologies into core operations to drive automation, enhance decision-making, and unlock new revenue streams. Unlike traditional software, AI/ML systems learn from data, identify patterns, and optimize outcomes over time-offering dynamic, scalable solutions to complex business challenges. This capability is being leveraged across customer service, marketing, supply chain management, risk assessment, fraud detection, and financial forecasting, among other areas.

The proliferation of data-combined with advances in computing power and cloud-based infrastructure-has created fertile ground for AI/ML deployment. Enterprises are increasingly using predictive analytics, natural language processing, and computer vision to improve efficiency, personalize user experiences, and develop adaptive business models. As digital transformation accelerates globally, C-level executives are recognizing AI/ML not only as operational tools but as strategic drivers of innovation, cost optimization, and long-term resilience. These technologies are redefining how businesses interpret market signals, manage resources, and engage with customers in real time.

How Are AI and ML Technologies Enhancing Business Agility and Decision Intelligence?

AI and ML technologies are playing a pivotal role in advancing business agility by enabling real-time insights, rapid process optimization, and intelligent automation. Machine learning algorithms can ingest vast and varied datasets-structured and unstructured-to uncover trends, predict outcomes, and prescribe actions faster and more accurately than traditional methods. In finance, for instance, AI models are being used to assess credit risk, detect anomalies, and manage investment portfolios dynamically. In retail, AI-driven demand forecasting and recommendation engines are improving inventory turnover and customer conversion rates.

Natural language processing (NLP) and conversational AI are transforming customer engagement through chatbots, virtual assistants, and AI-enhanced contact centers that operate at scale, 24/7. In HR and talent management, machine learning tools are streamlining recruitment, identifying skill gaps, and predicting employee attrition. Computer vision applications in manufacturing and logistics are enhancing quality control and predictive maintenance through visual inspection and pattern recognition. These deployments allow businesses to respond more quickly to operational variances, market shifts, or customer needs, making AI/ML a critical layer of enterprise decision intelligence infrastructure.

Where Is Market Demand Accelerating and Which Sectors Are Leading Adoption?

Demand for AI and ML solutions is accelerating globally, with North America, Western Europe, and Asia-Pacific leading adoption. The United States remains at the forefront, driven by technology giants, agile startups, and a mature venture capital ecosystem fueling enterprise AI development. Western Europe is witnessing strong uptake in financial services, manufacturing, and retail, while Asia-Pacific-particularly China, South Korea, and India-is rapidly expanding AI capabilities through government-backed innovation programs and commercial investments.

Industries at the forefront of AI/ML adoption include finance (for fraud prevention, algorithmic trading, and credit scoring), healthcare (for diagnostics, drug discovery, and patient care optimization), retail (for dynamic pricing, personalization, and customer analytics), and manufacturing (for supply chain forecasting, robotics, and quality assurance). Telecommunications and media companies are using AI to enhance content delivery, automate customer support, and optimize bandwidth allocation. Emerging sectors such as agritech, legal tech, and education tech are also experimenting with AI for predictive crop analytics, legal document review, and adaptive learning, respectively. This cross-industry momentum is creating a highly diversified and fast-expanding AI/ML application landscape.

What Is Driving the Global Growth of AI and Machine Learning in Business?

The growth in AI and machine learning in business is driven by several converging factors, including the explosion of enterprise data, rising pressure for operational efficiency, and the strategic pursuit of personalization and differentiation. A major driver is the shift toward data-centric business models, where decision-making is increasingly powered by real-time analytics and machine-learning insights. Cloud computing platforms from AWS, Microsoft Azure, and Google Cloud are democratizing access to AI tools, while open-source ML frameworks (like TensorFlow and PyTorch) are reducing technical barriers to entry for developers and enterprises.

Workforce transformation and the need for intelligent automation amid talent shortages are also compelling businesses to deploy AI-driven solutions. Investment in AI has surged, with venture funding and M&A activity focused on AI-native startups, enterprise AI platforms, and specialized solution providers. Furthermore, regulatory advancements and ethical AI frameworks are beginning to establish standards for responsible deployment, which is increasing organizational confidence in adopting AI across sensitive domains like finance and healthcare. As AI and ML capabilities mature and move from experimentation to enterprise-wide integration, a critical strategic question surfaces: Can businesses scale AI adoption in a way that balances innovation, trust, and ROI while staying agile in an increasingly intelligent and data-driven economy?

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence and Machine Learning in Business market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Solutions, Services); Organization Size (Large Enterprises, SMEs); Application (Predictive Analytics, Cyber Security, Supply Chain & Inventory Management, Other Applications); Vertical (BFSI, IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu
  • BigBear.ai
  • Cisco Systems
  • Databricks
  • Dataiku
  • DataRobot
  • DeepMind
  • DeepSeek
  • Google (Alphabet)
  • Graphcore
  • H2O.ai
  • Hugging Face
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Micron Technology
  • Microsoft Corporation

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 artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Artificial Intelligence and Machine Learning in Business - 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
    • Data-Driven Decision-Making Transforms Enterprise Strategy Through AI and Machine Learning Integration
    • Workflow Automation Across Finance, HR, and Operations Accelerates Adoption of AI/ML in Business
    • Predictive Analytics Redefine Competitive Positioning in Customer-Centric Business Models
    • Cloud-First IT Environments Serve as Catalysts for Scalable AI and Machine Learning Deployment
    • AI-Augmented Business Intelligence Platforms Replace Legacy Reporting Systems
    • Personalization Engines Powered by Machine Learning Optimize Customer Experience at Scale
    • Cybersecurity Threat Detection and Risk Management Use Cases Drive Business AI Investment
    • Democratization of AI Tools Enables Cross-Functional Innovation Within Business Ecosystems
    • Advanced Forecasting Models Enable Real-Time Adaptability in Supply Chain and Logistics
    • AI Governance Frameworks and Responsible AI Practices Gain Ground in Corporate Environments
    • Startups and SMEs Leverage AI/ML to Level the Playing Field Against Enterprise Giants
    • Enterprise AI Strategy Becomes a Boardroom Priority Amid Competitive Digital Disruption
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence and Machine Learning in Business Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Manufacturing & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Manufacturing & Logistics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Predictive Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Predictive Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Cyber Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Cyber Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Supply Chain & Inventory Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Supply Chain & Inventory Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 34: USA Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: USA 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Canada 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Japan 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 58: China Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 64: China Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: China 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 76: France Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 82: France Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: France 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 90: Germany Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Germany 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Italy 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 100: UK Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 106: UK Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: UK 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence and Machine Learning in Business Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Vertical - IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Vertical - Percentage Breakdown of Value Sales for IT & Telecom, Retail, Manufacturing & Logistics, Energy & Utilities, Healthcare, Other Verticals and BFSI for the Years 2025 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 130: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence and Machine Learning in Business by Application - Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 131: Rest of World 6-Year Perspective for Artificial Intelligence and Machine Learning in Business by Application - Percentage Breakdown of Value Sales for Predictive Analytics, Cyber Security, Supply Chain & Inventory Management and Other Applications for the Years 2025 & 2030

IV. COMPETITION