+353-1-416-8900REST OF WORLD
+44-20-3973-8888REST OF WORLD
1-917-300-0470EAST COAST U.S
1-800-526-8630U.S. (TOLL FREE)

Global AI and Machine Learning in Business Market: Market Size, Trends, Opportunities and Forecast By Industry Vertical, Application, Component, Region, By Country: 2020-2030

  • PDF Icon

    Report

  • 305 Pages
  • June 2024
  • Region: Global
  • Azoth Analytics
  • ID: 5979072
This report highlights different factors and opportunities prevailing in the “Global AI and Machine Learning in Business Market (2024 Edition)”. According to the report, the Global AI and Machine Learning in Business Market valued at USD 122.3 Billion in 2023.

Market Overview

The AI and Machine Learning market has witnessed explosive growth in recent years, driven by advancements in technology, increased data generation, and the expanding application of AI across various industries. AI and machine learning technologies enable machines to learn from data, identify patterns, and make decisions with minimal human intervention. These technologies are being utilized in numerous sectors, including healthcare, finance, retail, automotive, and manufacturing, to enhance efficiency, drive innovation, and deliver personalized experiences.

One of the primary drivers of the AI and Machine Learning market is the exponential growth of data. The proliferation of digital devices, the Internet of Things (IoT), and social media has led to an unprecedented amount of data being generated daily. This data serves as the fuel for AI and machine learning algorithms, enabling them to learn and improve over time. Organizations are increasingly leveraging big data analytics to gain insights, optimize operations, and deliver better customer experiences, thereby driving the demand for AI and machine learning solutions.

Technological advancements have significantly impacted the AI and Machine Learning market, leading to the development of more sophisticated algorithms and powerful computing capabilities. Advances in deep learning, natural language processing (NLP), and computer vision have expanded the capabilities of AI systems, allowing them to perform complex tasks such as image and speech recognition, autonomous driving, and predictive analytics. The availability of high-performance computing infrastructure, including cloud-based AI platforms, has made it easier for organizations to deploy and scale AI solutions.

The healthcare sector has emerged as a major adopter of AI and machine learning technologies. These technologies are being used to improve diagnostics, personalize treatment plans, and enhance patient care. AI-powered tools can analyze medical images, predict disease progression, and assist in drug discovery, leading to more accurate diagnoses and effective treatments. The ongoing COVID-19 pandemic has further accelerated the adoption of AI in healthcare, with AI being used for disease tracking, vaccine development, and patient monitoring. Further, the financial services industry is another significant market for AI and machine learning. Financial institutions are using AI to enhance fraud detection, automate trading, improve risk management, and provide personalized banking experiences. Machine learning algorithms can analyze large volumes of transaction data to identify fraudulent activities in real-time, while AI-powered chatbots and virtual assistants are enhancing customer service by providing instant, personalized responses to customer inquiries.

In the retail sector, AI and machine learning are being used to optimize supply chain operations, enhance customer experiences, and drive sales. Retailers are leveraging AI to analyze consumer behavior, predict demand, and personalize marketing campaigns. Machine learning algorithms can recommend products to customers based on their browsing history and preferences, while AI-powered chatbots provide real-time assistance and support. Additionally, AI is being used to automate inventory management, reducing costs and improving efficiency.

Moreover, the automotive industry is experiencing a transformation with the integration of AI and machine learning technologies. These technologies are critical for the development of autonomous vehicles, which rely on AI to navigate, make decisions, and avoid obstacles. Machine learning algorithms process data from sensors and cameras to enable real-time decision-making and improve the safety and reliability of autonomous driving systems. AI is also being used to enhance in-car experiences through voice recognition, predictive maintenance, and personalized infotainment systems.

Segment Insights

By Component, the solutions segment holds the largest market share, accounting for approximately 58.6% of the global AI and Machine Learning market in 2023. The flexibility, scalability, and cost-effectiveness of solutions like cloud-based AI platforms make them a preferred choice for organizations across various industries.

Geographical Insights

Americas represents the largest market for AI and Machine Learning in value terms, driven by significant investments in technology, a strong innovation ecosystem, and the presence of major AI companies and research institutions. The region's advanced infrastructure and high adoption rate of AI across industries further support market growth. However, the Asia Pacific region is expected to witness the highest growth rate due to rapid digitalization, increasing investments in AI research and development, and the growing adoption of AI technologies in emerging economies like China and India.

In Europe, the market for AI and Machine Learning is driven by strong government support, a well-established industrial base, and significant investments in AI research. Countries like the UK, Germany, and France are at the forefront of AI adoption, leveraging these technologies to drive innovation and improve competitiveness in various sectors.

Market Segmentation

By Industry Vertical:

  • IT & Telecom
  • Retail
  • Healthcare
  • BFSI
  • Other Industry Verticals

By Application:

  • Supply Chain and Inventory Management
  • Predictive Analytics
  • Data Analytics
  • Cyber Security

By Component:

  • Solution
  • Services

By Geography:

  • Americas (The United States, Canada, Brazil, Mexico, Rest of Americas)
  • Europe (United Kingdom, Germany, France, Italy, Spain, Turkey, Russia, Rest of Europe)
  • Asia Pacific (China, Japan, South Korea, India, Singapore, Indonesia, Rest of Asia Pacific)
  • Middle East and Africa (GCC, Israel, South Africa, Rest of Middle East and Africa)

Key Companies

The report assesses the competitive developments, strategies, mergers and acquisitions and new product development and market share portfolio of top 15 companies. Key companies in the Global AI and Machine Learning in Business Market include:

Here is the list of leading companies in the AI and Machine Learning in Business market:

  • Amazon
  • Tencent
  • Alphabet Inc.
  • Intel Corporation
  • Salesforce Inc.
  • Nvidia
  • IBM
  • Alibaba
  • Microsoft Corporation
  • Baidu
  • Other Leading Companies

Reasons to buy this report:

  • In-Depth Comparative Assessment of Top 20 Markets in the AI and Machine Learning in Business Industry: Comparative assessment of 20 leading countries highlighting the total addressable market, opportunities, lucrative segments and competitive positioning of leading companies.
  • Comprehensive Historical, Present, and Future Analytics of the AI and Machine Learning in Business Market : A deep dive in the historical (2020-2023), current (2024) and forecast (2025-2030) market analytics of AI and Machine Learning in Business Market.
  • Detailed Analysis of AI and Machine Learning in Business Market By Industry Vertical, Application, and Component Across 20 Countries
  • Beyond the Purchase: 90 Days of Support
  • Direct Access to Analysts: Have questions after reading the report? Our expert analysts are just a call or email away.
  • Customized Assistance: Whether you're integrating insights into your strategy or have questions about market dynamics, our team provides tailored support to meet your specific business needs.
  • Data Customization Requests: During the support period, you have the flexibility to request additional data cuts or deeper dives into specific areas of interest.
  • Gain insights specific to new entrants or new market areas to tap: The study provides detailed market entry strategies, including analysis of barriers to entry, pricing strategies, opportunities, trends, drivers, and challenges and product positioning using the Opportunity Portfolio Matrix (OPM)
  • Strategic Industry Movements: Tracking Competitive Developments and Key Players in the Market: The report covers competitive strategies, mergers & acquisitions, new developments, future plans and market share analysis of ~15 top companies


This product will be delivered within 2 business days.

Table of Contents

1. Market Background
1.1 Scope and Service Outlook
1.2 Executive Summary
1.3 Research Methodology
2. Analyst Recommendations
3. Global AI and Machine Learning in Business Market: Historic and Forecast
3.1 Impact Analysis of Macro Economic Factors on Global AI and Machine Learning in Business Market
3.2 AI and Machine Learning in Business Type Matrix
3.3 Global AI and Machine Learning in Business Market: Dashboard
3.4 Global AI and Machine Learning in Business Market: Market Size and CAGR, By Value, 2020-2030 (USD Billion & CAGR)
3.5 Global AI and Machine Learning in Business Market: Market Value Assessment
3.6 Assessment Degree of Impact of COVID-19 on Global AI and Machine Learning in Business Market
3.7 Global AI and Machine Learning in Business Market Segmentation : By Industry Vertical
3.7.1 Global AI and Machine Learning in Business Market, By Industry Vertical Overview
3.7.2 Global AI and Machine Learning in Business Market Attractiveness Index, By Industry Vertical (2025-2030)
3.7.3 Global AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
3.7.4 Global AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
3.7.5 Global AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
3.7.6 Global AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
3.7.7 Global AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
3.8 Global AI and Machine Learning in Business Market Segmentation : By Application
3.8.1 Global AI and Machine Learning in Business Market, By Application Overview
3.8.2 Global AI and Machine Learning in Business Market Attractiveness Index, By Application (2025-2030)
3.8.3 Global AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
3.8.4 Global AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
3.8.5 Global AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
3.8.6 Global AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
3.9 Global AI and Machine Learning in Business Market Segmentation : By Component
3.9.1 Global AI and Machine Learning in Business Market, By Component Overview
3.9.2 Global AI and Machine Learning in Business Market Attractiveness Index, By Component (2025-2030)
3.9.3 Global AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
3.9.4 Global AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
4. AI and Machine Learning in Business Market, Region Analysis
4.1 Regional Coverage of the Study
4.2 Regional Snapshot
5. Americas AI and Machine Learning in Business Market: Historic and Forecast
5.1 Americas AI and Machine Learning in Business Market: Snapshot
5.2 Americas AI and Machine Learning in Business Market: Market Size and CAGR, By Value, 2020-2030 (USD Billion & CAGR)
5.3 Americas AI and Machine Learning in Business Market: Key Factors
5.4 Americas AI and Machine Learning in Business Market: Segment Analysis
5.5 Americas AI and Machine Learning in Business Market Segmentation : By Industry Vertical
5.5.1 Americas AI and Machine Learning in Business Market, By Industry Vertical Overview
5.5.2 Americas AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
5.5.3 Americas AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
5.5.4 Americas AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
5.5.5 Americas AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
5.5.6 Americas AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
5.6 Americas AI and Machine Learning in Business Market Segmentation : By Application
5.6.1 Americas AI and Machine Learning in Business Market, By Application Overview
5.6.2 Americas AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
5.6.3 Americas AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
5.6.4 Americas AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
5.6.5 Americas AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
5.7 Americas AI and Machine Learning in Business Market Segmentation : By Component
5.7.1 Americas AI and Machine Learning in Business Market, By Component Overview
5.7.2 Americas AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
5.7.3 Americas AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
5.8 Americas AI and Machine Learning in Business Market Segmentation : By Country
5.8.1 Americas AI and Machine Learning in Business Market, by Country Overview
5.8.2 United States AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
5.8.2.1 United States AI and Machine Learning in Business Market, By Industry Vertical
5.8.2.2 United States AI and Machine Learning in Business Market, By Application
5.8.2.3 United States AI and Machine Learning in Business Market, By Component
5.8.3 Canada AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
5.8.3.1 Canada AI and Machine Learning in Business Market, By Industry Vertical
5.8.3.2 Canada AI and Machine Learning in Business Market, By Application
5.8.3.3 Canada AI and Machine Learning in Business Market, By Component
5.8.4 Brazil AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
5.8.4.1 Brazil AI and Machine Learning in Business Market, By Industry Vertical
5.8.4.2 Brazil AI and Machine Learning in Business Market, By Application
5.8.4.3 Brazil AI and Machine Learning in Business Market, By Component
5.8.5 Mexico AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
5.8.5.1 Mexico AI and Machine Learning in Business Market, By Industry Vertical
5.8.5.2 Mexico AI and Machine Learning in Business Market, By Application
5.8.5.3 Mexico AI and Machine Learning in Business Market, By Component
5.8.6 Rest of Americas AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
5.8.6.1 Rest of Americas AI and Machine Learning in Business Market, By Industry Vertical
5.8.6.2 Rest of Americas AI and Machine Learning in Business Market, By Application
5.8.6.3 Rest of Americas AI and Machine Learning in Business Market, By Component
6. Europe AI and Machine Learning in Business Market: Historic and Forecast
6.1 Europe AI and Machine Learning in Business Market: Snapshot
6.2 Europe AI and Machine Learning in Business Market: Market Size and CAGR, BY Value, 2020-2030 (USD Billion & CAGR)
6.3 Europe AI and Machine Learning in Business Market: Key Factors
6.4 Europe AI and Machine Learning in Business Market: Segment Analysis
6.5 Europe AI and Machine Learning in Business Market Segmentation : By Industry Vertical
6.5.1 Europe AI and Machine Learning in Business Market, By Industry Vertical Overview
6.5.2 Europe AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
6.5.3 Europe AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
6.5.4 Europe AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
6.5.5 Europe AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
6.5.6 Europe AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
6.6 Europe AI and Machine Learning in Business Market Segmentation : By Application
6.6.1 Europe AI and Machine Learning in Business Market, By Application Overview
6.6.2 Europe AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
6.6.3 Europe AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
6.6.4 Europe AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
6.6.5 Europe AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
6.7 Europe AI and Machine Learning in Business Market Segmentation : By Component
6.7.1 Europe AI and Machine Learning in Business Market, By Component Overview
6.7.2 Europe AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
6.7.3 Europe AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
6.8 Europe AI and Machine Learning in Business Market Segmentation : By Country
6.8.1 Europe AI and Machine Learning in Business Market, by Country Overview
6.8.2 Russia AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.2.1 Russia AI and Machine Learning in Business Market, By Industry Vertical
6.8.2.2 Russia AI and Machine Learning in Business Market, By Application
6.8.2.3 Russia AI and Machine Learning in Business Market, By Component
6.8.3 France AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.3.1 France AI and Machine Learning in Business Market, By Industry Vertical
6.8.3.2 France AI and Machine Learning in Business Market, By Application
6.8.3.3 France AI and Machine Learning in Business Market, By Component
6.8.4 United Kingdom AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.4.1 United Kingdom AI and Machine Learning in Business Market, By Industry Vertical
6.8.4.2 United Kingdom AI and Machine Learning in Business Market, By Application
6.8.4.3 United Kingdom AI and Machine Learning in Business Market, By Component
6.8.5 Germany AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.5.1 Germany AI and Machine Learning in Business Market, By Industry Vertical
6.8.5.2 Germany AI and Machine Learning in Business Market, By Application
6.8.5.3 Germany AI and Machine Learning in Business Market, By Component
6.8.6 Italy AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.6.1 Italy AI and Machine Learning in Business Market, By Industry Vertical
6.8.6.2 Italy AI and Machine Learning in Business Market, By Application
6.8.6.3 Italy AI and Machine Learning in Business Market, By Component
6.8.7 Spain AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.7.1 Spain AI and Machine Learning in Business Market, By Industry Vertical
6.8.7.2 Spain AI and Machine Learning in Business Market, By Application
6.8.7.3 Spain AI and Machine Learning in Business Market, By Component
6.8.8 Turkey AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.8.1 Turkey AI and Machine Learning in Business Market, By Industry Vertical
6.8.8.2 Turkey AI and Machine Learning in Business Market, By Application
6.8.8.3 Turkey AI and Machine Learning in Business Market, By Component
6.8.9 Rest of Europe AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
6.8.9.1 Rest of Europe AI and Machine Learning in Business Market, By Industry Vertical
6.8.9.2 Rest of Europe AI and Machine Learning in Business Market, By Application
6.8.9.3 Rest of Europe AI and Machine Learning in Business Market, By Component
7. Asia Pacific AI and Machine Learning in Business Market: Historic and Forecast
7.1 Asia Pacific AI and Machine Learning in Business Market: Snapshot
7.2 Asia Pacific AI and Machine Learning in Business Market: Market Size and CAGR, By Value, 2020-2030 (USD Billion & CAGR)
7.3 Asia Pacific AI and Machine Learning in Business Market: Key Factors
7.4 Asia Pacific AI and Machine Learning in Business Market: Segment Analysis
7.5 Asia Pacific AI and Machine Learning in Business Market Segmentation : By Industry Vertical
7.5.1 Asia Pacific AI and Machine Learning in Business Market, By Industry Vertical Overview
7.5.2 Asia Pacific AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
7.5.3 Asia Pacific AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
7.5.4 Asia Pacific AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
7.5.5 Asia Pacific AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
7.5.6 Asia Pacific AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
7.6 Asia Pacific AI and Machine Learning in Business Market Segmentation : By Application
7.6.1 Asia Pacific AI and Machine Learning in Business Market, By Application Overview
7.6.2 Asia Pacific AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
7.6.3 Asia Pacific AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
7.6.4 Asia Pacific AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
7.6.5 Asia Pacific AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
7.7 Asia Pacific AI and Machine Learning in Business Market Segmentation : By Component
7.7.1 Asia Pacific AI and Machine Learning in Business Market, By Component Overview
7.7.2 Asia Pacific AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
7.7.3 Asia Pacific AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
7.8 Asia Pacific AI and Machine Learning in Business Market Segmentation : By Country
7.8.1 Asia Pacific AI and Machine Learning in Business Market, by Country Overview
7.8.2 China AI and Machine Learning in Business Market : Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.2.1 China AI and Machine Learning in Business Market, By Industry Vertical
7.8.2.2 China AI and Machine Learning in Business Market, By Application
7.8.2.3 China AI and Machine Learning in Business Market, By Component
7.8.3 India AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.3.1 India AI and Machine Learning in Business Market, By Industry Vertical
7.8.3.2 India AI and Machine Learning in Business Market, By Application
7.8.3.3 India AI and Machine Learning in Business Market, By Component
7.8.4 South Korea AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.4.1 South Korea AI and Machine Learning in Business Market, By Industry Vertical
7.8.4.2 South Korea AI and Machine Learning in Business Market, By Application
7.8.4.3 South Korea AI and Machine Learning in Business Market, By Component
7.8.5 Japan Korea AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.5.1 Japan AI and Machine Learning in Business Market, By Industry Vertical
7.8.5.2 Japan AI and Machine Learning in Business Market, By Application
7.8.5.3 Japan AI and Machine Learning in Business Market, By Component
7.8.6 Singapore AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.6.1 Singapore AI and Machine Learning in Business Market, By Industry Vertical
7.8.6.2 Singapore AI and Machine Learning in Business Market, By Application
7.8.6.3 Singapore AI and Machine Learning in Business Market, By Component
7.8.7 Indonesia AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.7.1 Indonesia AI and Machine Learning in Business Market, By Industry Vertical
7.8.7.2 Indonesia AI and Machine Learning in Business Market, By Application
7.8.7.3 Indonesia AI and Machine Learning in Business Market, By Component
7.8.8 Rest of Asia Pacific AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
7.8.8.1 Rest of Asia Pacific AI and Machine Learning in Business Market, By Industry Vertical
7.8.8.2 Rest of Asia Pacific AI and Machine Learning in Business Market, By Application
7.8.8.3 Rest of Asia Pacific AI and Machine Learning in Business Market, By Component
8. Middle East & Africa AI and Machine Learning in Business Market: Historic and Forecast
8.1 Middle East & Africa AI and Machine Learning in Business Market: Snapshot
8.2 Middle East & Africa AI and Machine Learning in Business Market: Market Size and CAGR, By Value, 2020-2030 (USD Billion & CAGR)
8.3 Middle East & Africa AI and Machine Learning in Business Market: Key Factors
8.4 Middle East and Africa AI and Machine Learning in Business Market: Segment Analysis
8.5 Middle East & Africa AI and Machine Learning in Business Market Segmentation : By Industry Vertical
8.5.1 Middle East & Africa AI and Machine Learning in Business Market, By Industry Vertical Overview
8.5.2 Middle East & Africa AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
8.5.3 Middle East & Africa AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
8.5.4 Middle East & Africa AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
8.5.5 Middle East & Africa AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
8.5.6 Middle East & Africa AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
8.6 Middle East & Africa AI and Machine Learning in Business Market Segmentation : By Application
8.6.1 Middle East & Africa AI and Machine Learning in Business Market, By Application Overview
8.6.2 Middle East & Africa AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
8.6.3 Middle East & Africa AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
8.6.4 Middle East & Africa AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
8.6.5 Middle East & Africa AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
8.7 Middle East & Africa AI and Machine Learning in Business Market Segmentation : By Component
8.7.1 Middle East & Africa AI and Machine Learning in Business Market, By Component Overview
8.7.2 Middle East & Africa AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
8.7.3 Middle East & Africa AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
8.8 Middle East & Africa AI and Machine Learning in Business Market Segmentation : By Country
8.8.1 Middle East & Africa AI and Machine Learning in Business Market, by Country Overview
8.8.2 GCC AI and Machine Learning in Business Market : Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
8.8.2.1 GCC AI and Machine Learning in Business Market, By Industry Vertical
8.8.2.2 GCC AI and Machine Learning in Business Market, By Application
8.8.2.3 GCC AI and Machine Learning in Business Market, By Component
8.8.3 Israel AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
8.8.3.1 Israel AI and Machine Learning in Business Market, By Industry Vertical
8.8.3.2 Israel AI and Machine Learning in Business Market, By Application
8.8.3.3 Israel AI and Machine Learning in Business Market, By Component
8.8.4 South Africa AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
8.8.4.1 South Africa AI and Machine Learning in Business Market, By Industry Vertical
8.8.4.2 South Africa AI and Machine Learning in Business Market, By Application
8.8.4.3 South Africa AI and Machine Learning in Business Market, By Component
8.8.5 Rest of Middle East and Africa AI and Machine Learning in Business Market: Market Size and CAGR, 2020-2030 (USD Billion & CAGR)
8.8.5.1 Rest of Middle East and Africa AI and Machine Learning in Business Market, By Industry Vertical
8.8.5.2 Rest of Middle East and Africa AI and Machine Learning in Business Market, By Application
8.8.5.3 Rest of Middle East and Africa AI and Machine Learning in Business Market, By Component
9. Market Dynamics
9.1 Impact assessment of Market Dynamics on AI and Machine Learning in Business Market
9.2 Drivers
9.3 Restraints
9.4 Trends
10. Industry Ecosystem Analysis
10.1 Porter Analysis
11. Competitive Positioning
11.1 Companies’ Service Positioning
11.2 Market Position Matrix
11.3 Market Share Analysis of AI and Machine Learning in Business Market
11.4 Company Profiles
11.4.1 Amazon
11.4.2 Tencent
11.4.3 Alphabet Inc.
11.4.4 Intel Corporation
11.4.5 Salesforce Inc.
11.4.6 Nvidia
11.4.7 IBM
11.4.8 Alibaba
11.4.9 Microsoft Corporation
11.4.10 Baidu
11.4.11 Other Leading Companies
12. About the Publisher & Disclaimer
List of Figures
Figure 1: AI and Machine Learning in Business, Comparison of Leading Countries, 2023 (%)
Figure 2: AI and Machine Learning in Business, Comparison of Leading Countries, 2030 (%)
Figure 3: AI and Machine Learning in Business Type Matrix
Figure 4: AI and Machine Learning in Business Demand Analysis
Figure 5: Global AI and Machine Learning in Business Market Size, By Value, 2020-2023 (USD Billion)
Figure 6: Global AI and Machine Learning in Business Market Size, By Value, 2024-2030 (USD Billion)
Figure 7: Global AI and Machine Learning in Business Market Share, By Application, 2023 (%)
Figure 8: Global AI and Machine Learning in Business Market CAGR, 2020-2023 (%)
Figure 9: Global AI and Machine Learning in Business Market CAGR, 2025-2030 (%)
Figure 10: Global AI and Machine Learning in Business Market CAGR (%), By Region, 2020-2023, 2025-2030
Figure 11: Market Attractiveness Analysis of Global AI and Machine Learning in Business Market, By Industry Vertical (2025-2030)
Figure 12: Global AI and Machine Learning in Business Market Size, By IT & Telecom, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 13: Global AI and Machine Learning in Business Market Absolute Opportunity, By IT & Telecom, 2020-2030 (USD Billion)
Figure 14: Global AI and Machine Learning in Business Market Size, By Retail, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 15: Global AI and Machine Learning in Business Market Absolute Opportunity, By Retail, 2020-2030 (USD Billion)
Figure 16: Global AI and Machine Learning in Business Market Size, By Healthcare, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 17: Global AI and Machine Learning in Business Market Absolute Opportunity, By Healthcare, 2020-2030 (USD Billion)
Figure 18: Global AI and Machine Learning in Business Market Size, By BFSI, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 19: Global AI and Machine Learning in Business Market Absolute Opportunity, By BFSI, 2020-2030 (USD Billion)
Figure 20: Global AI and Machine Learning in Business Market Size, By Other Industry Verticals, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 21: Global AI and Machine Learning in Business Market Absolute Opportunity, By Other Industry Verticals, 2020-2030 (USD Billion)
Figure 22: Market Attractiveness Analysis of Global AI and Machine Learning in Business Market, By Application (2025-2030)
Figure 23: Global AI and Machine Learning in Business Market Size, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 24: Global AI and Machine Learning in Business Market Absolute Opportunity, By Supply Chain and Inventory Management, 2020-2030 (USD Billion)
Figure 25: Global AI and Machine Learning in Business Market Size, By Predictive Analytics , By Value, 2020H-2030F (USD Billion & CAGR)
Figure 26: Global AI and Machine Learning in Business Market Absolute Opportunity, By Predictive Analytics , 2020-2030 (USD Billion)
Figure 27: Global AI and Machine Learning in Business Market Size, By Data Analytics, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 28: Global AI and Machine Learning in Business Market Absolute Opportunity, By Data Analytics, 2020-2030 (USD Billion)
Figure 29: Global AI and Machine Learning in Business Market Size, By Cyber Security, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 30: Global AI and Machine Learning in Business Market Absolute Opportunity, By Cyber Security, 2020-2030 (USD Billion)
Figure 31: Market Attractiveness Analysis of Global AI and Machine Learning in Business Market, By Component (2025-2030)
Figure 32: Global AI and Machine Learning in Business Market Size, By Solution, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 33: Global AI and Machine Learning in Business Market Absolute Opportunity, By Solution, 2020-2030 (USD Billion)
Figure 34: Global AI and Machine Learning in Business Market Size, By Services, By Value, 2020H-2030F (USD Billion & CAGR)
Figure 35: Global AI and Machine Learning in Business Market Absolute Opportunity, By Services, 2020-2030 (USD Billion)
Figure 36: Americas AI and Machine Learning in Business Market Size, By Value, 2020H-2030F (USD Billion)
Figure 37: Americas AI and Machine Learning in Business Market Share, By Application, 2023 (%)
Figure 38: Americas AI and Machine Learning in Business Market Size, By Volume, 2020-2023 (in Million Tons)
Figure 39: Americas AI and Machine Learning in Business Market Size, By Volume, 2024-2030 (in Million Tons)
Figure 40: Americas AI and Machine Learning in Business Market CAGR (%), By Region, 2020-2023, 2025-2030
Figure 41: Americas AI and Machine Learning in Business Market, By IT & Telecom, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 42: Americas AI and Machine Learning in Business Market, By Retail, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 43: Americas AI and Machine Learning in Business Market, By Healthcare, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 44: Americas AI and Machine Learning in Business Market, By BFSI, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 45: Americas AI and Machine Learning in Business Market, By Other Industry Verticals, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 46: Figure 46: Americas AI and Machine Learning in Business Market, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 47: Americas AI and Machine Learning in Business Market, By Predictive Analytics , By Value, 2020H-2030F (USD Billions & CAGR)
Figure 48: Americas AI and Machine Learning in Business Market, By Data Analytics, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 49: Americas AI and Machine Learning in Business Market, By Cyber Security, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 50: Americas AI and Machine Learning in Business Market, By Solution, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 51: Americas AI and Machine Learning in Business Market, By Services, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 52: United States AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 53: United States AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 54: United States AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 55: United States AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 56: United States AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 57: Canada AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 58: Canada AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 59: Canada AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 60: Canada AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 61: Canada AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 62: Brazil AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 63: Brazil AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 64: Brazil AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 65: Brazil AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 66: Brazil AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 67: Mexico AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 68: Mexico AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 69: Mexico AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 70: Mexico AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 71: Mexico AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 72: Rest of Americas AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 73: Rest of Americas AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 74: Rest of Americas AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 75: Rest of Americas AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 76: Rest of Americas AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 77: Europe AI and Machine Learning in Business Market Size, By Value, 2020H-2030F (USD Billion)
Figure 78: Europe AI and Machine Learning in Business Market Share, By Application, 2023 (%)
Figure 79: Europe AI and Machine Learning in Business Market Size, By Volume, 2020-2023 (in Million Tons)
Figure 80: Europe AI and Machine Learning in Business Market Size, By Volume, 2024-2030 (in Million Tons)
Figure 81: Europe AI and Machine Learning in Business Market CAGR (%), By Region, 2020-2023, 2025-2030
Figure 82: Europe AI and Machine Learning in Business Market, By IT & Telecom, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 83: Europe AI and Machine Learning in Business Market, By Retail, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 84: Europe AI and Machine Learning in Business Market, By Healthcare, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 85: Europe AI and Machine Learning in Business Market, By BFSI, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 86: Europe AI and Machine Learning in Business Market, By Other Industry Verticals, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 87: Europe AI and Machine Learning in Business Market, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 88: Europe AI and Machine Learning in Business Market, By Predictive Analytics , By Value, 2020H-2030F (USD Billions & CAGR)
Figure 89: Europe AI and Machine Learning in Business Market, By Data Analytics, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 90: Europe AI and Machine Learning in Business Market, By Cyber Security, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 91: Europe AI and Machine Learning in Business Market, By Solution, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 92: Europe AI and Machine Learning in Business Market, By Services, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 93: Russia AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 94: Russia AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 95: Russia AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 96: Russia AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 97: Russia AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 98: France AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 99: France AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 100: France AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 101: France AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 102: France AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 103: United Kingdom AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 104: United Kingdom AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 105: United Kingdom AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 106: United Kingdom AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 107: United Kingdom AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 108: Germany AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 109: Germany AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 110: Germany AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 111: Germany AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 112: Germany AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 113: Italy AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 114: Italy AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 115: Italy AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 116: Italy AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 117: Italy AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 118: Spain AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 119: Spain AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 120: Spain AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 121: Spain AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 122: Spain AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 123: Turkey AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 124: Turkey AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 125: Turkey AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 126: Turkey AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 127: Turkey AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 128: Rest of Europe AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 129: Rest of Europe AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 130: Rest of Europe AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 131: Rest of Europe AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 132: Rest of Europe AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 133: Asia Pacific AI and Machine Learning in Business Market Size, By Value, 2020H-2030F (USD Billion)
Figure 134: Asia Pacific AI and Machine Learning in Business Market Share, By Application, 2023 (%)
Figure 135: Asia Pacific AI and Machine Learning in Business Market Size, By Volume, 2020-2023 (in Million Tons)
Figure 136: Asia Pacific AI and Machine Learning in Business Market Size, By Volume, 2024-2030 (in Million Tons)
Figure 137: Asia Pacific AI and Machine Learning in Business Market CAGR (%), By Region, 2020-2023, 2025-2030
Figure 138: Asia Pacific AI and Machine Learning in Business Market, By IT & Telecom, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 139: Asia Pacific AI and Machine Learning in Business Market, By Retail, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 140: Asia Pacific AI and Machine Learning in Business Market, By Healthcare, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 141: Asia Pacific AI and Machine Learning in Business Market, By BFSI, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 142: Asia Pacific AI and Machine Learning in Business Market, By Other Industry Verticals, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 143: Asia Pacific AI and Machine Learning in Business Market, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 144: Asia Pacific AI and Machine Learning in Business Market, By Predictive Analytics , By Value, 2020H-2030F (USD Billions & CAGR)
Figure 145: Asia Pacific AI and Machine Learning in Business Market, By Data Analytics, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 146: Asia Pacific AI and Machine Learning in Business Market, By Cyber Security, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 147: Asia Pacific AI and Machine Learning in Business Market, By Solution, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 148: Asia Pacific AI and Machine Learning in Business Market, By Services, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 149: China AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 150: China AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 151: China AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 152: China AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 153: China AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 154: India AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 155: India AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 156: India AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 157: India AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 158: India AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 159: South Korea AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 160: South Korea AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 161: South Korea AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 162: South Korea AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 163: South Korea AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 164: Japan AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 165: Japan AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 166: Japan AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 167: Japan AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 168: Japan AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 169: Singapore AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 170: Singapore AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 171: Singapore AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 172: Singapore AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 173: Singapore AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 174: Indonesia AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 175: Indonesia AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 176: Indonesia AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 177: Indonesia AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 178: Indonesia AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 179: Rest of Asia Pacific AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 180: Rest of Asia Pacific AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 181: Rest of Asia Pacific AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 182: Rest of Asia Pacific AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 183: Rest of Asia Pacific AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 184: Middle East and Africa AI and Machine Learning in Business Market Size, By Value, 2020H-2030F (USD Billion)
Figure 185: Middle East and Africa AI and Machine Learning in Business Market Share, By Application, 2023 (%)
Figure 186: Middle East and Africa AI and Machine Learning in Business Market Size, By Volume, 2020-2023 (in Million Tons)
Figure 187: Middle East and Africa AI and Machine Learning in Business Market Size, By Volume, 2024-2030 (in Million Tons)
Figure 188: Middle East and Africa AI and Machine Learning in Business Market CAGR (%), By Region, 2020-2023, 2025-2030
Figure 189: Middle East and Africa AI and Machine Learning in Business Market, By IT & Telecom, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 190: Middle East and Africa AI and Machine Learning in Business Market, By Retail, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 191: Middle East and Africa AI and Machine Learning in Business Market, By Healthcare, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 192: Middle East and Africa AI and Machine Learning in Business Market, By BFSI, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 193: Middle East and Africa AI and Machine Learning in Business Market, By Other Industry Verticals, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 194: Middle East and Africa AI and Machine Learning in Business Market, By Supply Chain and Inventory Management, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 195: Middle East and Africa AI and Machine Learning in Business Market, By Predictive Analytics , By Value, 2020H-2030F (USD Billions & CAGR)
Figure 196: Middle East and Africa AI and Machine Learning in Business Market, By Data Analytics, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 197: Middle East and Africa AI and Machine Learning in Business Market, By Cyber Security, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 198: Middle East and Africa AI and Machine Learning in Business Market, By Solution, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 199: Middle East and Africa AI and Machine Learning in Business Market, By Services, By Value, 2020H-2030F (USD Billions & CAGR)
Figure 200: GCC AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 201: GCC AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 202: GCC AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 203: GCC AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 204: GCC AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 205: Israel AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 206: Israel AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 207: Israel AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 208: Israel AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 209: Israel AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 210: South Africa AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 211: South Africa AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 212: South Africa AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 213: South Africa AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 214: South Africa AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 215: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Value, 2020-2030 (USD Billion & CAGR)
Figure 216: Rest of Middle East and Africa AI and Machine Learning in Business Market Value, By Component, 2023 (USD Billion)
Figure 217: Rest of Middle East and Africa AI and Machine Learning in Business Market Share, By Industry Vertical, By Value, 2023 (%)
Figure 218: Rest of Middle East and Africa AI and Machine Learning in Business Market Share, By Application, By Value, 2023 (%)
Figure 219: Rest of Middle East and Africa AI and Machine Learning in Business Market Share, By Component, By Value, 2023 (%)
Figure 220: Market Share of Prominent Companies of Global AI and Machine Learning in Business Market, 2023 (%)
List of Tables
Table A1: Global Impact of Macro Economic Factors, By Region
Table A2: United States AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A3: United States AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A4: United States AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A5: United States AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A6: United States AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A7: United States AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A8: Canada AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A9: Canada AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024- 2030 (USD Billion)
Table A10: Canada AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A11: Canada AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A12: Canada AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A13: Canada AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A14: Brazil AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A15: Brazil AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A16: Brazil AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A17: Brazil AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A18: Brazil AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A19: Brazil AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A20: Mexico AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A21: Mexico AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A22: Mexico AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A23: Mexico AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A24: Mexico AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A25: Mexico AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A26: Rest of Americas AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A27: Rest of Americas AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A28: Rest of Americas AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A29: Rest of Americas AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A30: Rest of Americas AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A31: Rest of Americas AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A32: Russia AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A33: Russia AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A34: Russia AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A35: Russia AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A36: Russia AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A37: Russia AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A38: France AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A39: France AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A40: France AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A41: France AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A42: France AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A43: France AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A44: United Kingdom AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A45: United Kingdom AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A46: United Kingdom AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A47: United Kingdom AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A48: United Kingdom AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A49: United Kingdom AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A50: Germany AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A51: Germany AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A52: Germany AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A53: Germany AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A54: Germany AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A55: Germany AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A56: Italy AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A57: Italy AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A58: Italy AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A59: Italy AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A60: Italy AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A61: Italy AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A62: Spain AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A63: Spain AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A64: Spain AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A65: Spain AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A66: Spain AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A67: Spain AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A68: Turkey AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A69: Turkey AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A70: Turkey AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A71: Turkey AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A72: Turkey AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A73: Turkey AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A74: Rest of Europe AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A75: Rest of Europe AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A76: Rest of Europe AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A77: Rest of Europe AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A78: Rest of Europe AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A79: Rest of Europe AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A80: China AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A81: China AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A82: China AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A83: China AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A84: China AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A85: China AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A86: India AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A87: India AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A88: India AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A89: India AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A90: India AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A91: India AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A92: South Korea AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A93: South Korea AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A94: South Korea AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A95: South Korea AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A96: South Korea AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A97: South Korea AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A98: Japan AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A99: Japan AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A100: Japan AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A101: Japan AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A102: Japan AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A103: Japan AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A104: Singapore AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A105: Singapore AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A106: Singapore AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A107: Singapore AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A108: Singapore AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A109: Singapore AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A110: Indonesia AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A111: Indonesia AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A112: Indonesia AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A113: Indonesia AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A114: Indonesia AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A115: Indonesia AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A116: Rest of Asia Pacific AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A117: Rest of Asia Pacific AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A118: Rest of Asia Pacific AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A119: Rest of Asia Pacific AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A120: Rest of Asia Pacific AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A121: Rest of Asia Pacific AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A122: GCC AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A123: GCC AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A124: GCC AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A125: GCC AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A126: GCC AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A127: GCC AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A128: Israel AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A129: Israel AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A130: Israel AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A131: Israel AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A132: Israel AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A133: Israel AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A134: South Africa AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A135: South Africa AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A136: South Africa AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A137: South Africa AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A138: South Africa AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A139: South Africa AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)
Table A140: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2020-2023 (USD Billion)
Table A141: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Industry Vertical, By Value, 2024-2030 (USD Billion)
Table A142: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Application, By Value, 2020-2023 (USD Billion)
Table A143: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Application, By Value, 2024-2030 (USD Billion)
Table A144: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Component, By Value, 2020-2023 (USD Billion)
Table A145: Rest of Middle East and Africa AI and Machine Learning in Business Market, By Component, By Value, 2024-2030 (USD Billion)

Companies Mentioned

  • Amazon
  • Tencent
  • Alphabet Inc.
  • Intel Corporation
  • Salesforce Inc.
  • Nvidia
  • IBM
  • Alibaba
  • Microsoft Corporation
  • Baidu