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市場調查報告書
商品編碼
1785740

全球人工智慧套件包市場

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個工作天內

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簡介目錄

預計到 2030 年全球人工智慧套件市場規模將達到 1,862 億美元

全球人工智慧套件市場規模預計在2024年達到280億美元，預計2024年至2030年期間的複合年成長率為37.1%，到2030年將達到1862億美元。人工智慧套件軟體是本報告分析的細分市場之一，預計其複合年成長率將達到41.8%，到分析期結束時規模將達到1163億美元。人工智慧套件硬體細分市場在分析期間的複合年成長率預計將達到34.4%。

美國市場規模估計為 74 億美元，中國市場預計複合年成長率為 34.9%

美國人工智慧套件市場規模預計在2024年達到74億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到274億美元，在2024-2030年的分析期內，複合年成長率將達到34.9%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為34.6%和31.6%。在歐洲，預計德國市場的複合年成長率將達到25.3%。

全球人工智慧套件市場—主要趨勢與促進因素摘要

人工智慧套件如何徹底改變各產業的發展？

人工智慧 (AI)套件已成為開發者的必備工具，它們提供預先建置的框架、函式庫和演算法，以簡化 AI 應用程式的創建。 TensorFlow、PyTorch 和 Scikit-learn 等套件包使開發者能夠有效率地訓練機器學習模型、最佳化演算法，並將 AI 功能整合到各種解決方案中。從醫療保健、金融到零售和自動化系統，各行各業都在利用 AI套件來推動創新和提高業務效率。隨著 AI 的普及，這些套件在縮短開發時間、提高準確性以及普及先進 AI 技術方面發揮關鍵作用。

開放原始碼在市場成長中扮演什麼角色？

開放原始碼人工智慧套件的普及顯著加速了人工智慧的普及，尤其是在中小企業 (SME) 和新興企業中。開放原始碼框架提供經濟高效、可客製化的解決方案，使企業能夠在沒有重大財務障礙的情況下進行實驗和創新。開放原始碼社群的協作特性確保了持續改進，來自世界各地的開發人員的貢獻增強了功能並解決了挑戰。這一趨勢不僅擴大了人工智慧套件的用戶群，還透過共用學習和快速開發週期促進了創新，使更廣泛的行業更容易使用人工智慧。

為什麼雲端整合將改變您使用 AI套件的方式

雲端基礎的AI套件透過提供擴充性、靈活性和增強的運算能力，正在徹底改變開發方式。這些套件與 AWS、Google Cloud 和 Azure 等雲端平台無縫整合，使開發人員能夠按需存取預先訓練的模型、資料集和運算資源。這消除了對昂貴硬體的需求，使 AI 開發更加經濟實惠且易於上手。此外，雲端整合促進了即時協作，使全球團隊能夠有效地開展同一計劃。直接從雲端部署 AI 模型的能力縮短了產品上市時間，推動了人們對支援雲端的 AI套件的日益青睞。

推動人工智慧套件市場成長的因素是什麼？

人工智慧套件市場的成長源於各行各業對人工智慧應用日益成長的需求以及自動化技術的日益普及。邊緣運算和即時分析等技術進步正在擴展這些套件的可用性。人工智慧研究的激增，加上科技巨頭的投資，使得滿足特定需求的複雜套件日益普及。消費行為著重個人化和預測分析，進一步推動了對人工智慧解決方案的需求，間接推動了套件的普及。此外，教育機構和培訓計畫擴大採用人工智慧套件，從而打造了一群熟練的開發人員，並推動了市場的長期發展。

部分

透過提供（AI套件軟體、AI套件硬體、AI套件服務）、技術（自然語言處理技術、機器學習技術、電腦視覺技術、機器人流程自動化技術）、產業（BFSI、零售和電子商務、醫療保健和生命科學、製造業、電信、IT 和 ITeS、媒體和娛樂、能源和公共產業、政府和國防、其他公用事業）。

受訪公司範例

  • 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

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global 特定產業產業SLM 的典型規範，而是建立了一個從世界各地專家收集的內容庫，包括影片錄影、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

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

第3章市場分析

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

第4章 競賽

簡介目錄
Product Code: 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