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市场调查报告书
商品编码
1785740

全球人工智慧套件包市场

Artificial Intelligence Toolkits
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 184 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年全球人工智慧套件市场规模将达到 1,862 亿美元

全球人工智慧套件市场规模预计在2024年达到280亿美元，预计2024年至2030年期间的复合年增长率为37.1%，到2030年将达到1862亿美元。人工智慧套件软体是本报告分析的细分市场之一，预计其复合年增长率将达到41.8%，到分析期结束时规模将达到1163亿美元。人工智慧套件硬体细分市场在分析期间的复合年增长率预计将达到34.4%。

美国市场规模估计为 74 亿美元，中国市场预计复合年增长率为 34.9%

美国人工智慧套件市场规模预计在2024年达到74亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到274亿美元，在2024-2030年的分析期内，复合年增长率将达到34.9%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为34.6%和31.6%。在欧洲，预计德国市场的复合年增长率将达到25.3%。

全球人工智慧套件市场—主要趋势与驱动因素摘要

人工智慧套件如何彻底改变各产业的发展？

人工智慧 (AI)套件已成为开发者的必备工具，它们提供预先建置的框架、函式库和演算法，以简化 AI 应用程式的创建。 TensorFlow、PyTorch 和 Scikit-learn 等套件包使开发者能够有效率地训练机器学习模型、最佳化演算法，并将 AI 功能整合到各种解决方案中。从医疗保健、金融到零售和自动化系统，各行各业都在利用 AI套件来推动创新和提高业务效率。随着 AI 的普及，这些套件在缩短开发时间、提高准确性以及普及先进 AI 技术方面发挥关键作用。

开放原始码在市场成长中扮演什么角色？

开放原始码人工智慧套件的普及显着加速了人工智慧的普及，尤其是在中小企业 (SME) 和新兴企业中。开放原始码框架提供经济高效、可客製化的解决方案，使企业能够在没有重大财务障碍的情况下进行实验和创新。开放原始码社群的协作特性确保了持续改进，来自世界各地的开发人员的贡献增强了功能并解决了挑战。这一趋势不仅扩大了人工智慧套件的用户群，还透过共用学习和快速开发週期促进了创新，使更广泛的行业更容易使用人工智慧。

为什么云端整合将改变您使用 AI套件的方式

云端基础的AI套件透过提供扩充性、灵活性和增强的运算能力，正在彻底改变开发方式。这些套件与 AWS、Google Cloud 和 Azure 等云端平台无缝集成，使开发人员能够按需存取预先训练的模型、资料集和运算资源。这消除了对昂贵硬体的需求，使 AI 开发更加经济实惠且易于上手。此外，云端整合促进了即时协作，使全球团队能够有效地开展同一计划。直接从云端部署 AI 模型的能力缩短了产品上市时间，推动了人们对支援云端的 AI套件的日益青睐。

推动人工智慧套件市场成长的因素是什么？

人工智慧套件市场的成长源于各行各业对人工智慧应用日益增长的需求以及自动化技术的日益普及。边缘运算和即时分析等技术进步正在扩展这些套件的可用性。人工智慧研究的激增，加上科技巨头的投资，使得满足特定需求的复杂套件日益普及。消费行为着重个人化和预测分析，进一步推动了对人工智慧解决方案的需求，间接推动了套件的普及。此外，教育机构和培训计画越来越多地采用人工智慧套件，从而打造了一群熟练的开发人员，并推动了市场的长期发展。

部分

透过提供（AI套件软体、AI套件硬体、AI套件服务）、技术（自然语言处理技术、机器学习技术、电脑视觉技术、机器人流程自动化技术）、产业（BFSI、零售和电子商务、医疗保健和生命科学、製造业、电信、IT 和 ITeS、媒体和娱乐、能源和公共产业、政府和国防、其他公用事业）。

受访公司范例

  • Adobe, Inc.
  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • DataRobot, Inc.
  • Google LLC
  • H2O.ai
  • IBM Corporation
  • Intel Corporation
  • Jasper
  • KNIME
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • Salesforce, Inc.
  • Thales Group

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global 特定产业产业SLM 的典型规范，而是建立了一个从世界各地专家收集的内容库，包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

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

第三章市场分析

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

第四章 竞赛

简介目录
Product Code: MCP29276

Global Artificial Intelligence Toolkits Market to Reach US$186.2 Billion by 2030

The global market for Artificial Intelligence Toolkits estimated at US$28.0 Billion in the year 2024, is expected to reach US$186.2 Billion by 2030, growing at a CAGR of 37.1% over the analysis period 2024-2030. AI Toolkit Software, one of the segments analyzed in the report, is expected to record a 41.8% CAGR and reach US$116.3 Billion by the end of the analysis period. Growth in the AI Toolkit Hardware segment is estimated at 34.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$7.4 Billion While China is Forecast to Grow at 34.9% CAGR

The Artificial Intelligence Toolkits market in the U.S. is estimated at US$7.4 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$27.4 Billion by the year 2030 trailing a CAGR of 34.9% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 34.6% and 31.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.3% CAGR.

Global Artificial Intelligence Toolkits Market - Key Trends & Drivers Summarized

How Are AI Toolkits Revolutionizing Development Across Industries?

Artificial Intelligence (AI) toolkits have become indispensable for developers, providing pre-built frameworks, libraries, and algorithms to streamline the creation of AI-powered applications. These toolkits, such as TensorFlow, PyTorch, and Scikit-learn, enable developers to efficiently train machine learning models, optimize algorithms, and integrate AI capabilities into diverse solutions. Industries ranging from healthcare and finance to retail and autonomous systems are leveraging AI toolkits to drive innovation and operational efficiency. With the proliferation of AI adoption, these toolkits play a crucial role in reducing development time, enhancing accuracy, and democratizing access to advanced AI technologies.

What Role Does Open Source Play in Market Growth?

The availability of open-source AI toolkits has significantly accelerated the adoption of artificial intelligence, particularly among small and medium-sized enterprises (SMEs) and startups. Open-source frameworks provide cost-effective, customizable solutions, allowing businesses to experiment and innovate without substantial financial barriers. The collaborative nature of open-source communities ensures continuous improvement, with contributions from developers worldwide enhancing functionality and addressing challenges. This trend has not only expanded the user base of AI toolkits but also fostered innovation through shared learning and rapid development cycles, making AI accessible to a broader range of industries.

Why Is Cloud Integration Transforming AI Toolkit Usability?

Cloud-based AI toolkits are revolutionizing development by offering scalability, flexibility, and enhanced computational power. These toolkits integrate seamlessly with cloud platforms such as AWS, Google Cloud, and Azure, enabling developers to access pre-trained models, datasets, and computing resources on demand. This eliminates the need for expensive hardware, making AI development more affordable and accessible. Additionally, cloud integration facilitates real-time collaboration, allowing global teams to work on the same projects efficiently. The ability to deploy AI models directly from the cloud accelerates time-to-market, reinforcing the growing preference for cloud-enabled AI toolkits.

What Drives the Growth of the AI Toolkits Market?

The growth in the AI toolkits market is driven by the rising demand for AI-powered applications across industries and the increasing adoption of automation. Technological advancements, such as support for edge computing and real-time analytics, are expanding the usability of these toolkits. The surge in AI research, coupled with investments from tech giants, has enhanced the availability of sophisticated toolkits catering to niche requirements. Consumer behavior, characterized by an emphasis on personalization and predictive analytics, further boosts demand for AI solutions, indirectly driving toolkit adoption. Moreover, educational institutions and training programs are increasingly incorporating AI toolkits, creating a robust pipeline of skilled developers and fueling long-term market growth.

SCOPE OF STUDY:

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

Segments:

Offering (AI Toolkit Software, AI Toolkit Hardware, AI Toolkit Services); Technology (Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology, Robotic Process Automation Technology); Vertical (BFSI Vertical, Retail and eCommerce Vertical, Healthcare and Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT and ITeS Vertical, Media and Entertainment Vertical, Energy and Utilities Vertical, Government and Defense Vertical, 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 36 Featured) -

  • Adobe, Inc.
  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • DataRobot, Inc.
  • Google LLC
  • H2O.ai
  • IBM Corporation
  • Intel Corporation
  • Jasper
  • KNIME
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • Salesforce, Inc.
  • Thales Group

AI INTEGRATIONS

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

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

TARIFF IMPACT FACTOR

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

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Artificial Intelligence Toolkits - 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
    • Rising Demand for No-Code and Low-Code AI Development Platforms
    • Expansion of AI Toolkits for Enterprise-Level Data Analytics
    • Increasing Use of AI Toolkits for Software Development and Automation
    • Growing Adoption of AI Frameworks for Predictive Analytics and Machine Learning
    • Advancements in Open-Source AI Toolkits for Developer Accessibility
    • Surge in AI Tools for Natural Language Processing and Sentiment Analysis
    • Increasing AI Deployment in Business Intelligence and Decision-Making
    • Growing Investments in AI Toolkits for Personalized User Experience
    • Expansion of AI-Based Code Generation and Debugging Tools
    • Rising Integration of AI Toolkits in Cloud Computing and Edge AI
    • Increasing AI Toolkit Applications in Cybersecurity and Threat Detection
    • Emergence of AI Toolkits for Autonomous Systems and Robotics
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence Toolkits Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits 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 Toolkits 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 AI Toolkit Software 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 AI Toolkit Software 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 AI Toolkit Hardware 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 AI Toolkit Hardware 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 AI Toolkit 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 9: World 6-Year Perspective for AI Toolkit 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 10: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences Vertical 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 Healthcare & Life Sciences Vertical 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 Vertical 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 Vertical 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 Telecom Vertical 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 Telecom Vertical 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 IT & ITeS Vertical 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 IT & ITeS Vertical 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 Media & Entertainment Vertical 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 Media & Entertainment Vertical 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 Energy & Utilities Vertical 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 Energy & Utilities Vertical 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 Government & Defense Vertical 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 Government & Defense Vertical 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 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 25: 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 26: World Recent Past, Current & Future Analysis for BFSI Vertical 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 BFSI Vertical 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 Retail & eCommerce Vertical 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 Retail & eCommerce Vertical 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 Natural Language Processing Technology 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 Natural Language Processing Technology 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 Machine Learning Technology 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 Machine Learning Technology 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 34: World Recent Past, Current & Future Analysis for Computer Vision Technology 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 35: World 6-Year Perspective for Computer Vision Technology 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 36: World Recent Past, Current & Future Analysis for Robotic Process Automation Technology 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 37: World 6-Year Perspective for Robotic Process Automation Technology 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 Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 38: USA Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - 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 Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - 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 Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 42: USA Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: USA 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • CANADA
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - 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 Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - 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 Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - 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 Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit 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 Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - 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 Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - 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 Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - 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 Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - 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 Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits 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 63: Europe 6-Year Perspective for Artificial Intelligence Toolkits by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - 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 Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 70: France Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: France 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 72: France Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: France 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 76: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Germany 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 78: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Germany 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Germany 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • ITALY
    • TABLE 82: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Italy 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 84: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Italy 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 86: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Italy 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 88: UK Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: UK 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 90: UK Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: UK 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 92: UK Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: UK 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 94: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Rest of Europe 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 96: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of Europe 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 98: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of Europe 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence Toolkits Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 100: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Asia-Pacific 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 102: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Asia-Pacific 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 104: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Asia-Pacific 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 106: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Offering - AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of World 6-Year Perspective for Artificial Intelligence Toolkits by Offering - Percentage Breakdown of Value Sales for AI Toolkit Software, AI Toolkit Hardware and AI Toolkit Services for the Years 2025 & 2030
    • TABLE 108: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Vertical - Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of World 6-Year Perspective for Artificial Intelligence Toolkits by Vertical - Percentage Breakdown of Value Sales for Healthcare & Life Sciences Vertical, Manufacturing Vertical, Telecom Vertical, IT & ITeS Vertical, Media & Entertainment Vertical, Energy & Utilities Vertical, Government & Defense Vertical, Other Verticals, BFSI Vertical and Retail & eCommerce Vertical for the Years 2025 & 2030
    • TABLE 110: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Toolkits by Technology - Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of World 6-Year Perspective for Artificial Intelligence Toolkits by Technology - Percentage Breakdown of Value Sales for Natural Language Processing Technology, Machine Learning Technology, Computer Vision Technology and Robotic Process Automation Technology for the Years 2025 & 2030

IV. COMPETITION