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市場調查報告書
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1737524

全球商業人工智慧和機器學習市場

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個工作天內

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簡介目錄

預計到 2030 年，全球商業人工智慧和機器學習市場規模將達到 1.1 兆美元

全球商業人工智慧和機器學習市場規模預計在2024年達到2,274億美元，預計2024年至2030年期間的複合年成長率為29.3%，到2030年將達到1.1兆美元。作為報告分析的細分市場之一，解決方案組件的複合年成長率預計將達到26.2%，到分析期結束時規模將達到6556億美元。服務組件細分市場在分析期間內的複合年成長率預計將達到35.6%。

美國市場規模預估達 598 億美元，中國市場複合年增率將達 27.9%

美國商業人工智慧和機器學習市場規模預計在2024年達到598億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到1,616億美元，在2024-2030年的分析期間內，複合年成長率為27.9%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為26.3%和25.6%。在歐洲，預計德國市場的複合年成長率為20.6%。

全球商業中的人工智慧和機器學習—主要趨勢和促進因素摘要

為什麼人工智慧和機器學習正在成為跨業務職能的策略要務？

人工智慧 (AI) 和機器學習 (ML) 正迅速從實驗性工具轉變為現代商業生態系統中競爭優勢的策略賦能者。各行各業的組織正在將這些技術融入其核心業務，以推動自動化、增強決策能力並開拓新的收益來源。與傳統軟體不同，人工智慧/機器學習系統能夠從數據中學習，識別模式並持續最佳化結果，從而為複雜的業務挑戰提供動態、可擴展的解決方案。這種能力正應用於客戶服務、行銷、供應鏈管理、風險評估、詐欺偵測和財務預測等領域。

數據的爆炸性成長，加上運算能力和雲端基礎設施的進步，為人工智慧/機器學習的應用創造了肥沃的土壤。開發人員擴大利用預測分析、自然語言處理和電腦視覺來提高效率、個人化使用者體驗並開發更具適應性的經營模式。隨著全球數位轉型的加速，企業主管越來越意識到人工智慧/機器學習不僅僅是一種營運工具，更是創新、成本最佳化和長期韌性的策略驅動力。這些技術正在重新定義企業解讀市場訊號、管理資源以及即時與客戶互動的方式。

人工智慧和機器學習技術如何提高業務敏捷性和決策智慧？

人工智慧 (AI) 和機器學習 (ML) 技術透過提供即時洞察、快速流程最佳化和智慧自動化，在提升業務敏捷性方面發揮關鍵作用。機器學習演算法可以採集大量多樣化的結構化和非結構化資料集，比傳統方法更快、更準確地發現趨勢、預測結果並制定行動方案。例如，在金融領域，人工智慧模型可用於評估信用風險、偵測異常情況並動態管理投資組合。在零售領域，人工智慧驅動的需求預測和建議引擎可以提高存貨周轉和客戶轉換率。

自然語言處理 (NLP) 和對話式人工智慧正在透過聊天機器人、虛擬助理和全天候運作的人工智慧增強客服中心改變客戶參與。在人力資源和人才管理領域，機器學習工具正在簡化招募流程、識別技能差距並預測員工流失。製造和物流領域的電腦視覺應用正在透過視覺檢查和模式識別來增強品管和預測性維護。這些部署使公司能夠更快地回應營運變化、市場變化和客戶需求，使人工智慧/機器學習成為企業決策智慧基礎設施中的關鍵層。

哪些市場需求正在加速成長？哪些行業正在引領招募？

全球對人工智慧/機器學習解決方案的需求正在加速成長，其中北美、西歐和亞太地區引領應用。美國依然處於領先地位，這得益於科技巨頭、敏捷的新興企業和成熟的創投生態系統，創業投資因素正在推動企業人工智慧的發展。西歐在金融服務、製造業和零售業的應用強勁，而亞太地區（尤其是中國、韓國和印度）則正透過政府支持的創新項目和商業投資迅速拓展其人工智慧能力。

處於人工智慧/機器學習應用前沿的行業包括金融（詐欺預防、演算法交易、信用評分）、醫療保健（診斷、藥物研發、患者照護最佳化）、零售（動態定價、個人化、客戶分析）和製造業（供應鏈預測、機器人技術、品質保證）。通訊和媒體公司正在利用人工智慧來增強內容傳送、自動化客戶支援、最佳化頻寬分配等等。農業技術、法律科技和教育科技等新興產業也分別嘗試將人工智慧用於作物預測分析、法律文件審查和自適應學習。這種跨產業發展勢頭正在為高度多樣化且快速擴張的人工智慧/機器學習應用創造一個良好的發展模式。

是什麼推動了人工智慧和機器學習在商業領域的全球成長？

人工智慧和機器學習在商業領域的發展受到多種因素的共同驅動，包括企業數據的爆炸性成長、日益成長的業務效率壓力，以及對個人化和差異化策略的追求。其中一個關鍵促進因素是向以數據為中心的經營模式的轉變，在這種模式下，決策擴大由即時分析和機器學習洞察驅動。 AWS、Microsoft Azure 和 Google Cloud 等雲端運算平台正在推動人工智慧工具的普及，而開放原始碼學習框架（例如 TensorFlow 和 PyTorch）正在降低開發者和企業的技術門檻。

此外，人才短缺背景下的勞動力轉型和智慧自動化需求迫使企業採用人工智慧主導的解決方案。人工智慧投資正在飆升，資金籌措和併購主要集中在人工智慧原生新興企業、企業人工智慧平台和專業解決方案供應商。此外，監管發展和人工智慧道德框架開始為負責任的部署建立標準，增強了企業在金融和醫療等敏感領域採用人工智慧的信心。隨著人工智慧和機器學習能力的成熟並從實驗階段轉向企業範圍的整合，關鍵的策略問題浮現：在日益智慧化、數據主導的經濟中，企業能否在平衡創新、信任和投資回報率的同時擴大人工智慧的應用？

部分

按組件（解決方案、服務）、組織規模（大型企業、中小型企業）、應用（預測分析、網路安全、供應鏈和庫存管理、其他應用）、垂直行業（BFSI、IT 和電信、零售、製造和物流、能源和公共產業、醫療保健、其他垂直行業）

受訪公司範例（44家值得關注的公司）

  • 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

關稅影響係數

全球產業分析師根據公司總部所在地、製造地、進出口（成品和原始設備OEM）預測公司競爭地位的變化。這種複雜且多方面的市場動態預計將以多種方式影響競爭對手，包括人為提高銷貨成本、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

全球產業分析師密切關注來自全球頂尖首席經濟學家（14,949位）、智庫（62家）以及貿易和產業協會（171家）的專家的意見，以評估其對生態系統的影響並應對新的市場現實。我們追蹤了來自每個主要國家的專家和經濟學家對關稅及其對本國影響的看法。

全球產業分析師預計，這場動盪將在未來2-3個月內逐漸平息，新的世界秩序將更加清晰地建立。全球產業分析師正在即時追蹤這些事態發展。

2025年4月：談判階段

在4月的報告中，我們將探討關稅對全球整體市場的影響，並提供區域市場調整。我們的預測是基於歷史數據和不斷變化的市場影響因素。

2025年7月：最終關稅調整

在各國宣布最終重置後，客戶將在 7 月收到免費更新，最終更新將包含明確的關稅影響分析。

相互和雙邊貿易及關稅影響分析：

美國<>中國<>墨西哥<>加拿大<>歐盟<>日本<>印度<>其他176個國家

領先的產業經濟學家：全球產業分析師知識庫追蹤了 14,949 位經濟學家，其中包括來自民族國家、智庫、貿易和產業協會、大型企業以及各領域專家的最具影響力的首席經濟學家，他們共用了這場前所未有的全球經濟狀況模式轉移的影響。我們超過 16,491 份報告大多遵循基於里程碑的兩階段發布計劃。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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