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云端服务人工智能 DL/ML

机器学习即服务 (MaaS) 市场规模、份额和成长分析（按组件、组织规模、应用、最终用户和地区划分）—2026-2033 年行业预测

市场调查报告书

商品编码

1897539

机器学习即服务 (MaaS) 市场规模、份额和成长分析（按组件、组织规模、应用、最终用户和地区划分）—2026-2033 年行业预测

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个工作天内

价格

简介目录

预计到 2024 年，全球机器学习即服务 (MLaaS) 市场规模将达到 568.9 亿美元，到 2025 年将增长至 791.4 亿美元，到 2033 年将增长至 11091.6 亿美元，在预测期（2026-2033 年）内复合年增长率为 3.1%。

云端运算的快速发展显着加速了机器学习即服务 (MLaaS) 产业的成长。基于云端的机器学习解决方案为企业提供经济高效、可扩展的人工智慧解决方案，无需昂贵的基础设施或专业技能。这种便利性使企业能够部署复杂的机器学习模型，用于资料分析、自动化和预测分析等用途。云端服务提供者的频繁更新，透过引入预训练模型、API 和自动化工具，简化了开发流程。随着数位转型的加速，从医疗保健到金融等各行各业的公司都在越来越多地利用 MLaaS 来提高营运效率、优化决策并获得竞争优势。对数据驱动型策略日益增长的需求正在推动预测分析的普及，进一步巩固了 MLaaS 作为获取洞察和推动成长的关键推动力的地位。

全球机器学习服务市场驱动因素

云端运算的普及显着推动了全球机器学习即服务 (MLaaS) 市场的发展。云端平台提供的可扩展基础设施、成本效益和灵活的整合能力是这项成长的核心驱动力。 MLaaS 支援即时分析、自动化和预测建模，这些功能正日益被各行各业所利用。这一趋势不仅推动了数位转型，也使人工智慧解决方案更易于取得和实施，从而使先进技术能够更广泛地应用于应对复杂的业务挑战。总而言之，云端资源与机器学习能力之间的协同作用是推动这个快速成长市场的关键。

限制全球机器学习即服务 (MLaaS) 市场的因素

机器学习即服务 (MLaaS) 普及的一大障碍在于机器学习模型固有的「黑盒子」特性。这使得决策流程难以解读，导致各组织机构犹豫不决，尤其是在金融和医疗保健等信任至关重要的关键产业。对潜在偏见的担忧以及无法完全理解结论得出方式的局限性，使得人们不愿将这些技术全面整合到关键决策流程中，最终阻碍了 MLaaS 解决方案在各行业的广泛应用和普及。

全球机器学习服务市场趋势

全球机器学习即服务 (MLaaS) 市场正经历着向无程式码和低程式码解决方案的重大转变，使企业无需掌握高阶程式设计知识即可利用人工智慧功能。这趋势的驱动力在于各大机器学习服务供应商不断增强其使用者友善介面，简化了人工智慧模型在各领域的部署。随着企业寻求将高级分析融入运营，技术门槛的降低和开发週期的缩短正在加速机器学习技术的应用。因此，随着越来越多的企业意识到这些创新服务所支持的数据驱动决策的价值，预计市场将迎来强劲成长。

北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 义大利
- 其他欧洲地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 亚太其他地区
拉丁美洲
- 巴西
- 其他拉丁美洲地区
中东和非洲
- 海湾合作委员会国家
- 南非
- 其他中东和非洲地区

竞争资讯

前五大公司对比
主要企业的市场定位（2025 年）
主要市场参与者所采取的策略
近期市场趋势
公司市占率分析（2025 年）
主要企业公司简介
- 公司详情
- 产品系列分析
- 依业务板块进行公司股票分析
- 2023-2025年营收年比比较

主要企业简介

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）

结论与建议

简介目录

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