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Artificial IntelligenceDL/ML

PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1737524

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1737524

Artificial Intelligence and Machine Learning in Business

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Table of Contents

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.

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Product Code: MCP33461

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

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