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雲端服務人工智能 DL/ML

機器學習即服務 (MaaS) 市場規模、佔有率和成長分析（按組件、組織規模、應用、最終用戶和地區分類）—2026-2033 年行業預測

市場調查報告書

商品編碼

1897539

機器學習即服務 (MaaS) 市場規模、佔有率和成長分析（按組件、組織規模、應用、最終用戶和地區分類）—2026-2033 年行業預測

Machine Learning as a Service Market Size, Share, and Growth Analysis, By Component (Solution, Services), By Organization Size (Small and Medium-Sized Enterprises, Large Enterprises), By Application, By End User, By Region - Industry Forecast 2026-2033

出版日期: 2025年12月22日 | 出版商:

SkyQuest | 英文 189 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

預計到 2024 年，全球機器學習即服務 (MLaaS) 市場規模將達到 568.9 億美元，到 2025 年將成長至 791.4 億美元，到 2033 年將成長至 11091.6 億美元，在預測期（2026-2033 年）內複合年成長率為 3.1%。

雲端運算的快速發展顯著加速了機器學習即服務 (MLaaS) 產業的成長。基於雲端的機器學習解決方案為企業提供經濟高效、可擴展的人工智慧解決方案，無需昂貴的基礎設施或專業技能。這種便利性使企業能夠部署複雜的機器學習模型，用於資料分析、自動化和預測分析等用途。雲端服務提供者的頻繁更新，透過引入預訓練模型、API 和自動化工具，簡化了開發流程。隨著數位轉型的加速，從醫療保健到金融等各行各業的公司都在擴大利用 MLaaS 來提高營運效率、最佳化決策並獲得競爭優勢。對數據驅動型策略日益成長的需求正在推動預測分析的普及，進一步鞏固了 MLaaS 作為獲取洞察和推動成長的關鍵推動力的地位。

全球機器學習服務市場促進因素

雲端運算的普及顯著推動了全球機器學習即服務 (MLaaS) 市場的發展。雲端平台提供的可擴展基礎設施、成本效益和靈活的整合能力是這項成長的核心驅動力。 MLaaS 支援即時分析、自動化和預測建模，這些功能正日益被各行各業所利用。這一趨勢不僅推動了數位轉型，也使人工智慧解決方案更易於取得和實施，從而使先進技術能夠更廣泛地應用於應對複雜的業務挑戰。總而言之，雲端資源與機器學習能力之間的協同作用是推動這個快速成長市場的關鍵。

限制全球機器學習即服務 (MLaaS) 市場的因素

機器學習即服務 (MLaaS) 普及的一大障礙在於機器學習模型固有的「黑盒子」特性。這使得決策流程難以解讀，導致各組織機構猶豫不決，尤其是在金融和醫療保健等信任至關重要的關鍵產業。對潛在偏見的擔憂以及無法完全理解結論得出方式的局限性，使得人們不願將這些技術全面整合到關鍵決策流程中，最終阻礙了 MLaaS 解決方案在各行業的廣泛應用和普及。

全球機器學習服務市場趨勢

全球機器學習即服務 (MLaaS) 市場正經歷著向無程式碼和低程式碼解決方案的重大轉變，使企業無需掌握高階程式設計知識即可利用人工智慧功能。這趨勢的驅動力在於各大機器學習服務供應商不斷增強其使用者友善介面，簡化了人工智慧模型在各領域的部署。隨著企業尋求將高級分析融入運營，技術門檻的降低和開發週期的縮短正在加速機器學習技術的應用。因此，隨著越來越多的企業意識到這些創新服務所支持的數據驅動決策的價值，預計市場將迎來強勁成長。

北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 義大利
- 其他歐洲地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 亞太其他地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲
- 海灣合作理事會國家
- 南非
- 其他中東和非洲地區

競爭資訊

前五大公司對比
主要企業的市場定位（2025 年）
主要市場參與者所採取的策略
近期市場趨勢
公司市佔率分析（2025 年）
主要企業公司簡介
- 公司詳情
- 產品系列分析
- 依業務板塊進行公司股票分析
- 2023-2025年營收年比比較

主要企業簡介

Microsoft Corporation（USA）
IBM Corporation（USA）
Google LLC（USA）
Amazon Web Services Inc.（USA）
SAS Institute Inc.（USA）
Hewlett Packard Enterprise Company（USA）
Yottamine Analytics LLC（USA）
BigML Inc.（USA）
Iflowsoft Solutions Inc.（USA）
MonkeyLearn Inc.（USA）
Sift Science Inc.（USA）
H2O.ai Inc.（USA）
Dataiku Ltd.（France/USA）
Uniphore（India/USA）
XenonStack（India/USA）
Seldon Technologies Ltd.（UK）
Mind Foundry（UK）
Conversica Inc.（USA）
Rapidops Inc.（USA）

結論與建議

簡介目錄

Product Code: SQMIG45A2603

Global Machine Learning as a Service Market size was valued at USD 56.89 Billion in 2024 and is poised to grow from USD 79.14 Billion in 2025 to USD 1109.16 Billion by 2033, growing at a CAGR of 39.1% during the forecast period (2026-2033).

The rapid expansion of cloud computing has significantly accelerated the growth of the Machine Learning as a Service (MLaaS) sector. Cloud-based ML offerings provide organizations with cost-effective and scalable AI solutions, eliminating the need for expensive infrastructure and specialized skills. This accessibility enables enterprises to deploy intricate machine learning models for purposes such as data analytics, automation, and predictive forecasting. Frequent updates from cloud providers introduce pre-trained models, APIs, and automation tools, streamlining the development process. As digital transformation intensifies, companies across industries-from healthcare to finance-are increasingly leveraging MLaaS to enhance operational efficiency, optimize decision-making, and gain a competitive edge. The rising need for data-driven strategies drives the adoption of predictive analytics, reinforcing MLaaS as a critical component in unlocking insights and fostering growth.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Machine Learning as a Service market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Machine Learning as a Service Market Segments Analysis

Global Machine Learning as a Service Market is segmented by Component, Organization Size, Application, End User and region. Based on Component, the market is segmented into Solution and Services. Based on Organization Size, the market is segmented into Small and Medium-Sized Enterprises and Large Enterprises. Based on Application, the market is segmented into Marketing & Advertising, Fraud Detection & Risk Management, Computer vision, Security & Surveillance, Predictive analytics, Natural Language Processing, Augmented & Virtual Reality and Others. Based on End User, the market is segmented into BFSI, IT & Telecom, Automotive, Healthcare, Aerospace & Defense, Retail, Government and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Machine Learning as a Service Market

The expansion of cloud adoption significantly propels the global machine learning as a service (MLaaS) market. The scalable infrastructure, cost efficiency, and adaptable integration capabilities provided by cloud platforms are central to this growth. MLaaS facilitates real-time analytics, automation, and predictive modeling, which are increasingly leveraged across various industries. This trend not only fosters digital transformation but also enhances the accessibility and implementation of artificial intelligence solutions, making advanced technologies more widely available and effective in addressing complex business challenges. Overall, the synergy between cloud resources and machine learning capabilities is a driving force behind this burgeoning market.

Restraints in the Global Machine Learning as a Service Market

A significant obstacle to the adoption of machine learning as a service (MLaaS) is the inherent "black-box" characteristic of machine learning models, which complicates the interpretation of their decision-making processes. This lack of transparency leads to hesitance among organizations, especially in critical sectors such as finance and healthcare, where trust in AI-driven insights is paramount. Concerns about potential biases and the inability to fully comprehend how conclusions are reached contribute to a reluctance to fully integrate these technologies into essential decision-making processes, ultimately hindering the broader acceptance and implementation of MLaaS solutions across various industries.

Market Trends of the Global Machine Learning as a Service Market

The Global Machine Learning as a Service market is experiencing a significant shift towards the adoption of no-code and low-code solutions, empowering businesses to leverage AI capabilities without the need for extensive programming knowledge. This trend is fueled by major ML service providers enhancing their user-friendly interfaces, which simplifies the deployment of AI models across various sectors. As organizations seek to integrate advanced analytics into their operations, the lowered technical barriers and reduced development timelines are accelerating the widespread use of machine learning technologies. Consequently, this market is poised for robust growth, as more companies recognize the value of data-driven decision-making enabled by these innovative services.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Drivers & Opportunities
- Restraints & Challenges
Porters Analysis
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2025
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis
Regulatory Landscape
Case Studies
Technological Analysis

Global Machine Learning as a Service Market Size by Component & CAGR (2026-2033)

Market Overview
Solution
Services

Global Machine Learning as a Service Market Size by Organization Size & CAGR (2026-2033)

Market Overview
Small and Medium-Sized Enterprises
Large Enterprises

Global Machine Learning as a Service Market Size by Application & CAGR (2026-2033)

Market Overview
Marketing & Advertising
Fraud Detection & Risk Management
Computer vision
Security & Surveillance
Predictive analytics
Natural Language Processing
Augmented & Virtual Reality
Others

Global Machine Learning as a Service Market Size by End User & CAGR (2026-2033)

Market Overview
BFSI
IT & Telecom
Automotive
Healthcare
Aerospace & Defense
Retail
Government
Others

Global Machine Learning as a Service Market Size & CAGR (2026-2033)

North America (Component, Organization Size, Application, End User)
- US
- Canada
Europe (Component, Organization Size, Application, End User)
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific (Component, Organization Size, Application, End User)
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America (Component, Organization Size, Application, End User)
- Brazil
- Rest of Latin America
Middle East & Africa (Component, Organization Size, Application, End User)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2025
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2025
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2023-2025)

Key Company Profiles

Microsoft Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
IBM Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google LLC (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon Web Services Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise Company (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Yottamine Analytics LLC (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
BigML Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Iflowsoft Solutions Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
MonkeyLearn Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sift Science Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
H2O.ai Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dataiku Ltd. (France/USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Uniphore (India/USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
XenonStack (India/USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Seldon Technologies Ltd. (UK)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Mind Foundry (UK)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Conversica Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Rapidops Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments