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人工知能ツールキットの世界市場

Artificial Intelligence Toolkits

出版日
ページ情報
英文 184 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.84円
人工知能ツールキットの世界市場
出版日: 2025年08月07日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 184 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

人工知能ツールキットの世界市場は2030年までに1,862億米ドルに達する見込み

2024年に280億米ドルと推定される人工知能ツールキットの世界市場は、2024年から2030年にかけて37.1%のCAGRで成長し、2030年には1,862億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるAIツールキット・ソフトウェアは、CAGR 41.8%を記録し、分析期間終了時には1,163億米ドルに達すると予測されます。AIツールキットハードウェアセグメントの成長率は、分析期間でCAGR34.4%と推定されます。

米国市場は74億米ドルと推定、中国はCAGR34.9％で成長予測

米国の人工知能ツールキット市場は、2024年に74億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに274億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは34.9%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ34.6%と31.6%と予測されています。欧州では、ドイツがCAGR 25.3%で成長すると予測されています。

世界の人工知能ツールキット市場- 主要動向と促進要因まとめ

AIツールキットは業界全体の開発にどのような革命をもたらしているか？

人工知能（AI）ツールキットは、AIを搭載したアプリケーションの作成を効率化するために、あらかじめ構築されたフレームワーク、ライブラリ、アルゴリズムを提供し、開発者にとって不可欠なものとなっています。TensorFlow、PyTorch、Scikit-learnなどのこれらのツールキットにより、開発者は機械学習モデルを効率的に学習し、アルゴリズムを最適化し、AI機能を多様なソリューションに統合できます。ヘルスケア、金融、小売、自律システムに至るまで、さまざまな業界がAIツールキットを活用してイノベーションと業務効率を推進しています。AIの普及に伴い、これらのツールキットは、開発時間の短縮、精度の向上、高度なAI技術へのアクセスの民主化において重要な役割を果たしています。

市場成長においてオープンソースが果たす役割とは？

オープンソースのAIツールキットが利用可能になったことで、特に中小企業（SME）や新興企業の間で人工知能の導入が大幅に加速しました。オープンソースのフレームワークは、費用対効果が高く、カスタマイズ可能なソリューションを提供するため、企業は実質的な金銭的障壁なしに実験やイノベーションを行うことができます。オープンソースコミュニティの協力的な性質により、継続的な改善が保証され、世界中の開発者からの貢献により、機能が強化され、課題が解決されます。この動向は、AIツールキットのユーザーベースを拡大するだけでなく、共有学習と迅速な開発サイクルによるイノベーションを促進し、AIをより幅広い産業にとって利用しやすいものにしています。

なぜクラウド統合がAIツールキットの使い勝手を変えるのか？

クラウドベースのAIツールキットは、拡張性、柔軟性、強化された計算能力を提供することで、開発に革命をもたらしています。これらのツールキットは、AWS、Google Cloud、Azureなどのクラウドプラットフォームとシームレスに統合され、開発者は、事前に訓練されたモデル、データセット、コンピューティングリソースにオンデマンドでアクセスすることができます。これにより、高価なハードウェアが不要になり、AI開発がより手頃で身近なものになります。さらに、クラウド統合によってリアルタイムのコラボレーションが促進され、世界チームが同じプロジェクトに効率的に取り組むことができます。クラウドから直接AIモデルをデプロイできるため、市場投入までの時間が短縮され、クラウド対応のAIツールキットが好まれる傾向が強まっています。

AIツールキット市場の成長の原動力は？

AIツールキット市場の成長の原動力は、業界全体におけるAIを活用したアプリケーションに対する需要の高まりと、自動化の導入拡大です。エッジコンピューティングやリアルタイム分析のサポートなどの技術的進歩が、これらのツールキットの使い勝手を拡大しています。AI研究の急増は、ハイテク大手からの投資と相まって、ニッチな要件に対応する洗練されたツールキットの可用性を高めています。パーソナライゼーションと予測分析を重視する消費者行動は、AIソリューションの需要をさらに押し上げ、間接的にツールキットの採用を促進しています。さらに、教育機関や研修プログラムではAIツールキットの導入が進んでおり、熟練開発者のパイプラインが形成され、長期的な市場開拓に拍車がかかっています。

セグメント

提供（AIツールキット・ソフトウェア、AIツールキット・ハードウェア、AIツールキット・サービス）、技術（自然言語処理技術、機械学習技術、コンピュータ・ビジョン技術、ロボティック・プロセス・オートメーション技術）、業界別（BFSI業界別、小売・eコマース業界別、ヘルスケア・ライフサイエンス業界別、製造業界別、テレコム業界別、IT・ITeS業界別、メディア・エンターテインメント業界別、エネルギー・公益事業業界別、政府・防衛業界別、その他）。

調査対象企業の例

  • 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

AIインテグレイションズ

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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