デフォルト表紙
市場調査レポート
商品コード
1747841

人工知能における機械学習技術の世界市場

Machine Learning Technology in Artificial Intelligence


出版日
ページ情報
英文 212 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=149.69円
人工知能における機械学習技術の世界市場
出版日: 2025年06月13日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 212 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

人工知能における機械学習技術の世界市場は2030年までに359億米ドルに達する見込み

2024年に96億米ドルと推定される人工知能における機械学習技術の世界市場は、2024年から2030年にかけてCAGR 24.6%で成長し、2030年には359億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つであるソリューション・コンポーネントは、CAGR 21.9%を記録し、分析期間終了時には196億米ドルに達すると予測されます。サービスコンポーネント分野の成長率は、分析期間でCAGR 28.7%と推定されます。

米国市場は25億米ドル、中国はCAGR23.5%で成長予測

米国の人工知能における機械学習技術市場は、2024年に25億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55億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23.5%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22.1%と21.5%と予測されています。欧州では、ドイツがCAGR約17.3%で成長すると予測されています。

世界の人工知能における機械学習技術-主要動向と促進要因のまとめ

機械学習が現代のAIシステムのコアエンジンである理由

機械学習は、システムがパターンを学習し、予測を行い、明示的なプログラミングを行うことなく時間の経過とともに改善することを可能にすることで、人工知能の進化を推進する基盤技術です。従来のルールベースの自動化とは異なり、機械学習モデルはデータから直接洞察を導き出すため、適応性、拡張性に優れ、画像認識や音声認識から言語処理、異常検知、自律的意思決定まで、幅広いタスクに適用できます。

MLは、コンピュータ・ビジョン、自然言語処理(NLP)、強化学習、深層学習など、現代のAIの画期的な進歩のほとんどを支えています。ニューラルネットワーク、決定木、サポートベクターマシン、勾配ブースティングなどのアルゴリズムは、バーチャルアシスタント、レコメンデーションエンジン、自律走行車、不正検知、スマートロボットなどのアプリケーションを動かすモデルの学習に使用されています。このデータ中心のアプローチにより、AIシステムは新しい入力に動的に反応することができ、インテリジェント・オートメーションの範囲を大幅に拡大することができます。

アルゴリズム、アーキテクチャ、インフラはどのようにML能力を進化させているのか?

機械学習分野は、モデル・アーキテクチャ、計算能力、データ処理技術の進歩により、急速に進歩しています。特に畳み込みニューラルネットワーク(CNN)、リカレント・ニューラル・ネットワーク(RNN)、トランスフォーマーなどのディープ・ラーニング・フレームワークは、視覚や言語タスクにおける大きな進歩を可能にしました。BERT、GPT、CLIPのような転移学習と基礎モデルは、最小限の再トレーニングでドメインをまたいだ汎化を可能にし、ML構想のTime-to-Valueを短縮します。

インフラストラクチャー面では、GPU、TPU、AIアクセラレーターの普及が、膨大なデータセット上での超大規模モデルのトレーニングを可能にしました。並列処理と分散トレーニングは、大規模MLを実用的でコスト効率の高いものにしています。AutoMLとニューラル・アーキテクチャ・サーチ(NAS)ツールは、モデル選択とハイパーパラメータのチューニングを自動化し、ML開発の障壁を下げ、専門家でないユーザーの効率を高めています。このような動向は、ビジネスや研究の領域全体にわたって、強力なML機能へのアクセスを民主化しつつあります。

インテリジェントな自動化とイノベーションを推進するためにMLを活用しているセクターは?

現在、あらゆる主要産業が効率性、インテリジェンス、顧客エンゲージメントを強化するためにMLを統合しています。ヘルスケアでは、MLは画像診断、ゲノミクス、創薬、個別化医療をサポートしています。金融業界では、クレジットスコアリング、リスクモデリング、アルゴリズム取引、規制コンプライアンスに威力を発揮しています。小売分野では需要予測、顧客セグメンテーション、サプライチェーン最適化、運輸分野ではルートプランニング、自律走行、物流管理などにMLが活用されています。

教育、エンターテインメント、エネルギー、農業の分野でも、適応学習プラットフォームから再生可能エネルギーシステムにおける予測メンテナンスまで、複雑な問題を解決するためにMLが採用されています。政府機関やセキュリティ機関は、監視、サイバーセキュリティ、予測的取り締まりにMLを利用しています。企業がAI主導の変革をますます追求する中、機械学習は自動化を解き放ち、業務の摩擦を減らし、新たな収益モデルを可能にする中心的存在となっています。

何がAI内の機械学習技術市場の成長を促進しているのか?

より広範なAI市場における機械学習技術の成長は、データの利用可能性の急増、計算能力の向上、インテリジェントな自動化の戦略的ニーズによって促進されています。主要な成長要因は、音声アシスタント、チャットボット、自律型システムなど、低レイテンシ、高信頼性モデルを必要とするリアルタイムシステムにおけるMLの導入拡大です。企業のデジタルトランスフォーメーション、クラウドAIプラットフォーム、オープンソースのエコシステムは、あらゆる規模の企業でMLの採用を加速させています。

AIの安全性、透明性、公平性に対する規制のインセンティブは、説明可能なML、倫理的なAIフレームワーク、モデルガバナンスへの投資を促しています。さらに、エッジAIとオンデバイス学習の普及は、ウェアラブル、IoT、モバイルデバイスにおける軽量な組み込み型MLソリューションの新たな市場を開拓しています。これらのダイナミクスにより、機械学習は今後数年間、産業、国家、デジタル経済を横断するAIイノベーションの中心的存在であり続けることが確実視されています。

セグメント

コンポーネント(ソリューション、サービス);組織規模(中小企業、大企業);展開(オンプレミス、クラウド);エンドユース(ヘルスケア、BFSI、法律、小売、広告・メディア、自動車・運輸、農業、その他のエンドユース)

調査対象企業の例(注目の44社)

  • Alibaba Group
  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu Inc.
  • Databricks
  • DeepMind(Google)
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Oracle Corporation
  • Salesforce
  • Samsung Electronics
  • SAP SE
  • Tencent Holdings
  • Tesla Inc.
  • xAI

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、人為的な売上原価の増加、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。

Global Industry Analystsは、世界の主要なチーフ・エコノミスト(1万4,949人)、シンクタンク(62団体)、貿易・産業団体(171団体)の専門家の意見に熱心に従いながら、エコシステムへの影響を評価し、新たな市場の現実に対処しています。あらゆる主要国の専門家やエコノミストが、関税とそれが自国に与える影響についての意見を追跡調査しています。

Global Industry Analystsは、この混乱が今後2-3ヶ月で収束し、新しい世界秩序がより明確に確立されると予想しています。Global Industry Analystsは、これらの開発をリアルタイムで追跡しています。

2025年4月:交渉フェーズ

4月のリリースでは、世界市場全体に対する関税の影響を取り上げ、地域別の市場調整について紹介します。当社の予測は、過去のデータと進化する市場影響要因に基づいています。

2025年7月:最終関税リセット

お客様には、各国間で最終リセットが発表された後、7月に無料アップデート版をお届けします。最終アップデート版には、明確に定義された関税影響分析が組み込まれています。

相互および二国間貿易と関税の影響分析:

アメリカ <>中国<>メキシコ <>カナダ <>EU <>日本<>インド <>その他176カ国

業界をリードするエコノミスト:Global Industry Analystsの知識ベースは、国家、シンクタンク、貿易・産業団体、大企業、そして世界の計量経済状況におけるこの前例のないパラダイムシフトの影響を共有する領域の専門家など、最も影響力のあるチーフエコノミストの厳選されたグループを含む1万4,949人のエコノミストを追跡しています。当社の16,491を超えるレポートのほとんどは、マイルストーンに基づくこの2段階のリリーススケジュールを取り入れています。

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: MCP35313

Global Machine Learning Technology in Artificial Intelligence Market to Reach US$35.9 Billion by 2030

The global market for Machine Learning Technology in Artificial Intelligence estimated at US$9.6 Billion in the year 2024, is expected to reach US$35.9 Billion by 2030, growing at a CAGR of 24.6% over the analysis period 2024-2030. Solutions Component, one of the segments analyzed in the report, is expected to record a 21.9% CAGR and reach US$19.6 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 28.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.5 Billion While China is Forecast to Grow at 23.5% CAGR

The Machine Learning Technology in Artificial Intelligence market in the U.S. is estimated at US$2.5 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$5.5 Billion by the year 2030 trailing a CAGR of 23.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 22.1% and 21.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 17.3% CAGR.

Global Machine Learning Technology in Artificial Intelligence - Key Trends & Drivers Summarized

Why Is Machine Learning the Core Engine Behind Modern AI Systems?

Machine learning is the foundational technology driving the evolution of artificial intelligence by enabling systems to learn patterns, make predictions, and improve over time without explicit programming. Unlike traditional rule-based automation, machine learning models derive insights directly from data, making them adaptive, scalable, and applicable to a wide range of tasks-from image and speech recognition to language processing, anomaly detection, and autonomous decision-making.

ML underpins most modern AI breakthroughs-whether in computer vision, natural language processing (NLP), reinforcement learning, or deep learning. Algorithms such as neural networks, decision trees, support vector machines, and gradient boosting are used to train models that power applications in virtual assistants, recommendation engines, autonomous vehicles, fraud detection, and smart robotics. This data-centric approach allows AI systems to respond dynamically to new inputs, significantly expanding the scope of intelligent automation.

How Are Algorithms, Architectures, and Infrastructure Advancing ML Capabilities?

The machine learning field is progressing rapidly due to advances in model architectures, computational power, and data processing techniques. Deep learning frameworks-especially convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers-have enabled major gains in vision and language tasks. Transfer learning and foundation models like BERT, GPT, and CLIP allow generalization across domains with minimal retraining, reducing time-to-value for ML initiatives.

On the infrastructure side, the proliferation of GPUs, TPUs, and AI accelerators has unlocked the training of ultra-large models on massive datasets. Parallel processing and distributed training are making large-scale ML practical and cost-effective. AutoML and neural architecture search (NAS) tools are automating model selection and hyperparameter tuning, lowering the barrier to ML development and enhancing efficiency for non-expert users. These trends are democratizing access to powerful ML capabilities across business and research domains.

Which Sectors Are Leveraging ML to Drive Intelligent Automation and Innovation?

Every major industry is now integrating ML to enhance efficiency, intelligence, and customer engagement. In healthcare, ML supports diagnostic imaging, genomics, drug discovery, and personalized medicine. In finance, it powers credit scoring, risk modeling, algorithmic trading, and regulatory compliance. The retail sector uses ML for demand forecasting, customer segmentation, and supply chain optimization, while the transportation sector relies on it for route planning, autonomous driving, and logistics management.

Education, entertainment, energy, and agriculture are also adopting ML to solve complex problems-from adaptive learning platforms to predictive maintenance in renewable energy systems. Government and security agencies use ML for surveillance, cybersecurity, and predictive policing. As enterprises increasingly pursue AI-driven transformation, machine learning is central to unlocking automation, reducing operational friction, and enabling new revenue models.

What Is Driving Growth in the Machine Learning Technology Market Within AI?

The growth in machine learning technology within the broader AI market is fueled by surging data availability, increasing compute capabilities, and the strategic need for intelligent automation. A key growth factor is the expanding deployment of ML in real-time systems-such as voice assistants, chatbots, and autonomous systems-requiring low-latency, high-reliability models. Enterprise digital transformation, cloud AI platforms, and open-source ecosystems are accelerating ML adoption across businesses of all sizes.

Regulatory incentives for AI safety, transparency, and fairness are prompting investments in explainable ML, ethical AI frameworks, and model governance. Additionally, the proliferation of edge AI and on-device learning is opening new markets for lightweight, embedded ML solutions in wearables, IoT, and mobile devices. These dynamics ensure machine learning will remain the central enabler of AI innovation across industries, nations, and digital economies in the years to come.

SCOPE OF STUDY:

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

Segments:

Component (Solutions, Services); Organization Size (SMEs, Large Enterprises); Deployment (On-Premise, Cloud); End-Use (Healthcare, BFSI, Law, Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • Alibaba Group
  • Amazon Web Services
  • Anthropic
  • Apple Inc.
  • Baidu Inc.
  • Databricks
  • DeepMind (Google)
  • IBM
  • Intel Corporation
  • Meta Platforms
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Oracle Corporation
  • Salesforce
  • Samsung Electronics
  • SAP SE
  • Tencent Holdings
  • Tesla Inc.
  • xAI

TARIFF IMPACT FACTOR

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

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Tariff Impact on Global Supply Chain Patterns
    • Machine Learning Technology in Artificial Intelligence - 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
    • Explosion of Structured and Unstructured Data Across Enterprises Drives Core Dependence on Machine Learning in AI Systems
    • Advancements in Neural Network Architectures Propel Sophistication and Accuracy of Machine Learning Models
    • Proliferation of AI Use Cases in Healthcare, Finance, Retail, and Manufacturing Strengthens the Role of ML Technologies
    • Increased Processing Power and Parallelism in GPUs and TPUs Boost Training Speed and Efficiency of ML Algorithms
    • Widespread Availability of Open-Source Frameworks Like TensorFlow and PyTorch Accelerates ML Model Development
    • Growth in Demand for Predictive and Prescriptive Analytics Supports Broad Adoption of Machine Learning Techniques
    • Integration of Machine Learning With NLP and Computer Vision Expands Application Scope Across AI Ecosystems
    • Surging Investment in GenAI and Foundation Models Elevates the Strategic Importance of Machine Learning Algorithms
    • OEM Demand for Custom AI Solutions Drives Development of Domain-Specific Machine Learning Pipelines
    • Rise in Edge AI and Embedded ML Applications Spurs Optimization of Models for Low-Power, Real-Time Processing
    • Convergence of ML With Robotics and Autonomous Systems Drives Advanced Real-World Decision-Making Capabilities
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Machine Learning Technology in Artificial Intelligence Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence 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 Machine Learning Technology in Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Advertising & Media 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 Advertising & Media 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 Automotive & Transportation 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 Automotive & Transportation 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 Agriculture 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 Agriculture 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 Other End-Uses 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 Other End-Uses 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 Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Law 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 Law by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for On-Premise 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 On-Premise 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 Cloud 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 Cloud 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
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CANADA
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • JAPAN
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CHINA
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • EUROPE
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence 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 65: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • FRANCE
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 74: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • GERMANY
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ITALY
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • UNITED KINGDOM
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 98: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Machine Learning Technology in Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by End-Use - Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for Retail, Advertising & Media, Automotive & Transportation, Agriculture, Other End-Uses, Healthcare, BFSI and Law for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Organization Size - SMEs and Large Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for SMEs and Large Enterprises for the Years 2025 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Machine Learning Technology in Artificial Intelligence by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Machine Learning Technology in Artificial Intelligence by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030

IV. COMPETITION