2025-2029年全球模型服務平台市場
市場調查報告書
商品編碼
1774402

2025-2029年全球模型服務平台市場

Global Model Serving Platforms Market 2025-2029

出版日期: | 出版商: TechNavio | 英文 235 Pages | 訂單完成後即時交付

價格

預計 2024 年至 2029 年期間模型服務平台市場將成長 100.492 億美元,預測期內複合年成長率為 40.9%。

本報告對模型提供平台市場進行了全面分析,包括市場規模和預測、趨勢、成長動力、挑戰以及涵蓋約 25 家供應商的供應商分析。

該報告提供了當前市場情景、最新趨勢和促進因素以及整體市場環境的最新分析。市場受到人工智慧模型(尤其是生成人工智慧)日益普及和複雜、對即時和低延遲人工智慧應用的需求不斷成長、MLOps 的成熟以及對管治、風險和合規性的日益關注的推動。

市場覆蓋
基準年 2025
年底 2029
預測期 2025-2029
成長動力 加速度
同比 38.4%
複合年成長率 40.9%
增量金額 100.492億美元

這項研究客觀地結合了一手和二手訊息,並參考了行業主要參與者的意見。報告包含全面的市場規模數據、區域細分分析、供應商格局以及對主要企業的分析。報告同時包含歷史數據和預測數據。

研究指出,生成式人工智慧和大規模語言模型的指數級成長是未來幾年推動模型服務平台市場成長的一些關鍵因素。此外,MLOps 的成熟、對人工智慧強力管治和民主化的需求,以及對經濟高效的可擴展性的追求,都將帶來巨大的市場需求。

目錄

第1章執行摘要

  • 市場概覽

第2章 Technavio 分析

  • 價格、生命週期、顧客購買籃、採用率和購買標準的分析
  • 投入與差異化因素的重要性
  • 混亂的根源
  • 促進因素和挑戰的影響

第3章 市場狀況

  • 市場生態系統
  • 市場特徵
  • 價值鏈分析

第4章 市場規模

  • 市場定義
  • 市場區隔分析
  • 2024年市場規模
  • 2024-2029年市場展望

第5章 市場規模表現

  • 2019-2023年全球模型服務平台市場
  • 2019-2023年按類型分類的細分分析
  • 2019-2023 年按部署細分分析
  • 2019-2023年最終用戶細分分析
  • 2019-2023年區域細分分析
  • 2019-2023年國家細分分析

第6章五力分析

  • 五力模型摘要
  • 買家的議價能力
  • 供應商的議價能力
  • 新進入者的威脅
  • 替代品的威脅
  • 競爭威脅
  • 市場狀況

第7章 按類型細分市場

  • 市場區隔
  • 比較:按類型
  • 機器學習模型:2024-2029 年市場規模及預測
  • 深度學習模型:2024-2029 年市場規模及預測
  • 大規模語言模式:2024-2029 年市場規模及預測
  • 按類型分類的市場機會

第 8 章依部署進行市場區隔

  • 市場區隔
  • 比較:按部署
  • 雲端運算:2024-2029 年市場規模及預測
  • 本地部署:市場規模及預測 2024-2029
  • 部署的市場機會

第9章依最終用戶細分市場

  • 市場區隔
  • 比較:按最終用戶
  • BFSI:市場規模與預測 2024-2029
  • IT和通訊:市場規模和預測2024-2029
  • 醫療保健:2024-2029 年市場規模及預測
  • 製造業:2024-2029 年市場規模及預測
  • 其他:2024-2029 年市場規模及預測
  • 最終用戶的市場機會

第10章 客戶情況

  • 客戶概覽

第11章 地區情勢

  • 地理細分
  • 區域比較
  • 北美:2024-2029 年市場規模及預測
  • 亞太地區:2024-2029 年市場規模及預測
  • 歐洲:2024-2029 年市場規模及預測
  • 中東和非洲:2024-2029 年市場規模及預測
  • 南美洲:2024-2029 年市場規模及預測
  • 美國:市場規模及預測(2024-2029)
  • 中國:2024-2029年市場規模及預測
  • 德國:2024-2029年市場規模及預測
  • 日本:2024-2029 年市場規模及預測
  • 加拿大:2024-2029 年市場規模及預測
  • 英國:2024-2029 年市場規模及預測
  • 印度:2024-2029 年市場規模及預測
  • 法國:2024-2029年市場規模及預測
  • 韓國:2024-2029 年市場規模及預測
  • 巴西:2024-2029 年市場規模及預測
  • 按地區分類的市場機會

第12章 促進因素、挑戰、機會與限制因素

  • 市場促進因素
  • 市場挑戰
  • 促進因素和挑戰的影響
  • 市場機會與限制

第13章競爭格局

  • 概述
  • 競爭格局
  • 令人困惑的情況
  • 產業風險

第14章 競爭分析

  • 公司簡介
  • 企業排名指數
  • 公司市場定位
  • Alibaba Cloud
  • Amazon Web Services Inc.
  • BAIdu Inc.
  • DataRobot Inc.
  • Domino Data Lab Inc.
  • Google LLC
  • H2O.AI Inc.
  • International Business Machines Corp.
  • Microsoft Corp.
  • NVIDIA Corp.
  • Oracle Corp.
  • SAS Institute Inc.
  • Seldon Technologies
  • TIBCO Software Inc.
  • ValohAI

第15章 附錄

Product Code: IRTNTR80694

The model serving platforms market is forecasted to grow by USD 10,049.2 mn during 2024-2029, accelerating at a CAGR of 40.9% during the forecast period. The report on the model serving platforms market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation and increasing complexity of ai models, particularly generative ai, escalating demand for real-time, low-latency ai applications, and maturation of mlops and intensified focus on governance, risk, and compliance.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202538.4%
CAGR40.9%
Incremental Value$10,049.2 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's model serving platforms market is segmented as below:

By Type

    • Machine learning models
    • Deep learning models
    • Large language models

By Deployment

    • Cloud
    • On premises

By End-user

    • BFSI
    • IT and telecom
    • Healthcare
    • Manufacturing
    • Others

By Geographical Landscape

    • North America
    • APAC
    • Europe
    • Middle East and Africa
    • South America

This study identifies the exponential growth of generative ai and large language models as one of the prime reasons driving the model serving platforms market growth during the next few years. Also, maturation of mlops and imperative for robust governance and democratization of ai and pursuit of cost-effective scalability will lead to sizable demand in the market.

The report on the model serving platforms market covers the following areas:

    • Model Serving Platforms Market sizing
    • Model Serving Platforms Market forecast
    • Model Serving Platforms Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading model serving platforms market vendors that include Alibaba Cloud, Amazon Web Services Inc., Baidu Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Domino Data Lab Inc., Evidently AI, Google LLC, H2O.ai Inc., Iguazio Ltd., International Business Machines Corp., Microsoft Corp., MindsDB., NVIDIA Corp., Oracle Corp., SAS Institute Inc., Seldon Technologies, TIBCO Software Inc., and Valohai. Also, the model serving platforms market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

  • 1.1 Market overview
    • Executive Summary - Chart on Market Overview
    • Executive Summary - Data Table on Market Overview
    • Executive Summary - Chart on Global Market Characteristics
    • Executive Summary - Chart on Market By Geographical Landscape
    • Executive Summary - Chart on Market Segmentation by Type
    • Executive Summary - Chart on Market Segmentation by Deployment
    • Executive Summary - Chart on Market Segmentation by End-user
    • Executive Summary - Chart on Incremental Growth
    • Executive Summary - Data Table on Incremental Growth
    • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

  • 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • 2.2 Criticality of inputs and Factors of differentiation
    • Overview on criticality of inputs and factors of differentiation
  • 2.3 Factors of disruption
    • Overview on factors of disruption
  • 2.4 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

  • 3.1 Market ecosystem
    • Parent Market
    • Data Table on - Parent Market
  • 3.2 Market characteristics
    • Market characteristics analysis
  • 3.3 Value chain analysis
    • Value chain analysis

4 Market Sizing

  • 4.1 Market definition
    • Offerings of companies included in the market definition
  • 4.2 Market segment analysis
    • Market segments
  • 4.3 Market size 2024
  • 4.4 Market outlook: Forecast for 2024-2029
    • Chart on Global - Market size and forecast 2024-2029 ($ million)
    • Data Table on Global - Market size and forecast 2024-2029 ($ million)
    • Chart on Global Market: Year-over-year growth 2024-2029 (%)
    • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

  • 5.1 Global Model Serving Platforms Market 2019 - 2023
    • Historic Market Size - Data Table on Global Model Serving Platforms Market 2019 - 2023 ($ million)
  • 5.2 Type segment analysis 2019 - 2023
    • Historic Market Size - Type Segment 2019 - 2023 ($ million)
  • 5.3 Deployment segment analysis 2019 - 2023
    • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
  • 5.4 End-user segment analysis 2019 - 2023
    • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
  • 5.5 Geography segment analysis 2019 - 2023
    • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • 5.6 Country segment analysis 2019 - 2023
    • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

  • 6.1 Five forces summary
    • Five forces analysis - Comparison between 2024 and 2029
  • 6.2 Bargaining power of buyers
    • Bargaining power of buyers - Impact of key factors 2024 and 2029
  • 6.3 Bargaining power of suppliers
    • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • 6.4 Threat of new entrants
    • Threat of new entrants - Impact of key factors in 2024 and 2029
  • 6.5 Threat of substitutes
    • Threat of substitutes - Impact of key factors in 2024 and 2029
  • 6.6 Threat of rivalry
    • Threat of rivalry - Impact of key factors in 2024 and 2029
  • 6.7 Market condition
    • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Type

  • 7.1 Market segments
    • Chart on Type - Market share 2024-2029 (%)
    • Data Table on Type - Market share 2024-2029 (%)
  • 7.2 Comparison by Type
    • Chart on Comparison by Type
    • Data Table on Comparison by Type
  • 7.3 Machine learning models - Market size and forecast 2024-2029
    • Chart on Machine learning models - Market size and forecast 2024-2029 ($ million)
    • Data Table on Machine learning models - Market size and forecast 2024-2029 ($ million)
    • Chart on Machine learning models - Year-over-year growth 2024-2029 (%)
    • Data Table on Machine learning models - Year-over-year growth 2024-2029 (%)
  • 7.4 Deep learning models - Market size and forecast 2024-2029
    • Chart on Deep learning models - Market size and forecast 2024-2029 ($ million)
    • Data Table on Deep learning models - Market size and forecast 2024-2029 ($ million)
    • Chart on Deep learning models - Year-over-year growth 2024-2029 (%)
    • Data Table on Deep learning models - Year-over-year growth 2024-2029 (%)
  • 7.5 Large language models - Market size and forecast 2024-2029
    • Chart on Large language models - Market size and forecast 2024-2029 ($ million)
    • Data Table on Large language models - Market size and forecast 2024-2029 ($ million)
    • Chart on Large language models - Year-over-year growth 2024-2029 (%)
    • Data Table on Large language models - Year-over-year growth 2024-2029 (%)
  • 7.6 Market opportunity by Type
    • Market opportunity by Type ($ million)
    • Data Table on Market opportunity by Type ($ million)

8 Market Segmentation by Deployment

  • 8.1 Market segments
    • Chart on Deployment - Market share 2024-2029 (%)
    • Data Table on Deployment - Market share 2024-2029 (%)
  • 8.2 Comparison by Deployment
    • Chart on Comparison by Deployment
    • Data Table on Comparison by Deployment
  • 8.3 Cloud - Market size and forecast 2024-2029
    • Chart on Cloud - Market size and forecast 2024-2029 ($ million)
    • Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
    • Chart on Cloud - Year-over-year growth 2024-2029 (%)
    • Data Table on Cloud - Year-over-year growth 2024-2029 (%)
  • 8.4 On premises - Market size and forecast 2024-2029
    • Chart on On premises - Market size and forecast 2024-2029 ($ million)
    • Data Table on On premises - Market size and forecast 2024-2029 ($ million)
    • Chart on On premises - Year-over-year growth 2024-2029 (%)
    • Data Table on On premises - Year-over-year growth 2024-2029 (%)
  • 8.5 Market opportunity by Deployment
    • Market opportunity by Deployment ($ million)
    • Data Table on Market opportunity by Deployment ($ million)

9 Market Segmentation by End-user

  • 9.1 Market segments
    • Chart on End-user - Market share 2024-2029 (%)
    • Data Table on End-user - Market share 2024-2029 (%)
  • 9.2 Comparison by End-user
    • Chart on Comparison by End-user
    • Data Table on Comparison by End-user
  • 9.3 BFSI - Market size and forecast 2024-2029
    • Chart on BFSI - Market size and forecast 2024-2029 ($ million)
    • Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
    • Chart on BFSI - Year-over-year growth 2024-2029 (%)
    • Data Table on BFSI - Year-over-year growth 2024-2029 (%)
  • 9.4 IT and telecom - Market size and forecast 2024-2029
    • Chart on IT and telecom - Market size and forecast 2024-2029 ($ million)
    • Data Table on IT and telecom - Market size and forecast 2024-2029 ($ million)
    • Chart on IT and telecom - Year-over-year growth 2024-2029 (%)
    • Data Table on IT and telecom - Year-over-year growth 2024-2029 (%)
  • 9.5 Healthcare - Market size and forecast 2024-2029
    • Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
    • Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
    • Chart on Healthcare - Year-over-year growth 2024-2029 (%)
    • Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
  • 9.6 Manufacturing - Market size and forecast 2024-2029
    • Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
    • Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
    • Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
    • Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
  • 9.7 Others - Market size and forecast 2024-2029
    • Chart on Others - Market size and forecast 2024-2029 ($ million)
    • Data Table on Others - Market size and forecast 2024-2029 ($ million)
    • Chart on Others - Year-over-year growth 2024-2029 (%)
    • Data Table on Others - Year-over-year growth 2024-2029 (%)
  • 9.8 Market opportunity by End-user
    • Market opportunity by End-user ($ million)
    • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

  • 10.1 Customer landscape overview
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

  • 11.1 Geographic segmentation
    • Chart on Market share By Geographical Landscape 2024-2029 (%)
    • Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • 11.2 Geographic comparison
    • Chart on Geographic comparison
    • Data Table on Geographic comparison
  • 11.3 North America - Market size and forecast 2024-2029
    • Chart on North America - Market size and forecast 2024-2029 ($ million)
    • Data Table on North America - Market size and forecast 2024-2029 ($ million)
    • Chart on North America - Year-over-year growth 2024-2029 (%)
    • Data Table on North America - Year-over-year growth 2024-2029 (%)
  • 11.4 APAC - Market size and forecast 2024-2029
    • Chart on APAC - Market size and forecast 2024-2029 ($ million)
    • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
    • Chart on APAC - Year-over-year growth 2024-2029 (%)
    • Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • 11.5 Europe - Market size and forecast 2024-2029
    • Chart on Europe - Market size and forecast 2024-2029 ($ million)
    • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
    • Chart on Europe - Year-over-year growth 2024-2029 (%)
    • Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • 11.6 Middle East and Africa - Market size and forecast 2024-2029
    • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
    • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • 11.7 South America - Market size and forecast 2024-2029
    • Chart on South America - Market size and forecast 2024-2029 ($ million)
    • Data Table on South America - Market size and forecast 2024-2029 ($ million)
    • Chart on South America - Year-over-year growth 2024-2029 (%)
    • Data Table on South America - Year-over-year growth 2024-2029 (%)
  • 11.8 US - Market size and forecast 2024-2029
    • Chart on US - Market size and forecast 2024-2029 ($ million)
    • Data Table on US - Market size and forecast 2024-2029 ($ million)
    • Chart on US - Year-over-year growth 2024-2029 (%)
    • Data Table on US - Year-over-year growth 2024-2029 (%)
  • 11.9 China - Market size and forecast 2024-2029
    • Chart on China - Market size and forecast 2024-2029 ($ million)
    • Data Table on China - Market size and forecast 2024-2029 ($ million)
    • Chart on China - Year-over-year growth 2024-2029 (%)
    • Data Table on China - Year-over-year growth 2024-2029 (%)
  • 11.10 Germany - Market size and forecast 2024-2029
    • Chart on Germany - Market size and forecast 2024-2029 ($ million)
    • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
    • Chart on Germany - Year-over-year growth 2024-2029 (%)
    • Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • 11.11 Japan - Market size and forecast 2024-2029
    • Chart on Japan - Market size and forecast 2024-2029 ($ million)
    • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
    • Chart on Japan - Year-over-year growth 2024-2029 (%)
    • Data Table on Japan - Year-over-year growth 2024-2029 (%)
  • 11.12 Canada - Market size and forecast 2024-2029
    • Chart on Canada - Market size and forecast 2024-2029 ($ million)
    • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
    • Chart on Canada - Year-over-year growth 2024-2029 (%)
    • Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • 11.13 UK - Market size and forecast 2024-2029
    • Chart on UK - Market size and forecast 2024-2029 ($ million)
    • Data Table on UK - Market size and forecast 2024-2029 ($ million)
    • Chart on UK - Year-over-year growth 2024-2029 (%)
    • Data Table on UK - Year-over-year growth 2024-2029 (%)
  • 11.14 India - Market size and forecast 2024-2029
    • Chart on India - Market size and forecast 2024-2029 ($ million)
    • Data Table on India - Market size and forecast 2024-2029 ($ million)
    • Chart on India - Year-over-year growth 2024-2029 (%)
    • Data Table on India - Year-over-year growth 2024-2029 (%)
  • 11.15 France - Market size and forecast 2024-2029
    • Chart on France - Market size and forecast 2024-2029 ($ million)
    • Data Table on France - Market size and forecast 2024-2029 ($ million)
    • Chart on France - Year-over-year growth 2024-2029 (%)
    • Data Table on France - Year-over-year growth 2024-2029 (%)
  • 11.16 South Korea - Market size and forecast 2024-2029
    • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
    • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
    • Chart on South Korea - Year-over-year growth 2024-2029 (%)
    • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
  • 11.17 Brazil - Market size and forecast 2024-2029
    • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
    • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
    • Chart on Brazil - Year-over-year growth 2024-2029 (%)
    • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • 11.18 Market opportunity By Geographical Landscape
    • Market opportunity By Geographical Landscape ($ million)
    • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

  • 12.1 Market drivers
  • 12.2 Market challenges
  • 12.3 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029
  • 12.4 Market opportunities/restraints

13 Competitive Landscape

  • 13.1 Overview
  • 13.2 Competitive Landscape
    • Overview on criticality of inputs and factors of differentiation
  • 13.3 Landscape disruption
    • Overview on factors of disruption
  • 13.4 Industry risks
    • Impact of key risks on business

14 Competitive Analysis

  • 14.1 Companies profiled
    • Companies covered
  • 14.2 Company ranking index
    • Company ranking index
  • 14.3 Market positioning of companies
    • Matrix on companies position and classification
  • 14.4 Alibaba Cloud
    • Alibaba Cloud - Overview
    • Alibaba Cloud - Product / Service
    • Alibaba Cloud - Key offerings
    • SWOT
  • 14.5 Amazon Web Services Inc.
    • Amazon Web Services Inc. - Overview
    • Amazon Web Services Inc. - Product / Service
    • Amazon Web Services Inc. - Key news
    • Amazon Web Services Inc. - Key offerings
    • SWOT
  • 14.6 Baidu Inc.
    • Baidu Inc. - Overview
    • Baidu Inc. - Business segments
    • Baidu Inc. - Key offerings
    • Baidu Inc. - Segment focus
    • SWOT
  • 14.7 DataRobot Inc.
    • DataRobot Inc. - Overview
    • DataRobot Inc. - Product / Service
    • DataRobot Inc. - Key offerings
    • SWOT
  • 14.8 Domino Data Lab Inc.
    • Domino Data Lab Inc. - Overview
    • Domino Data Lab Inc. - Product / Service
    • Domino Data Lab Inc. - Key offerings
    • SWOT
  • 14.9 Google LLC
    • Google LLC - Overview
    • Google LLC - Product / Service
    • Google LLC - Key offerings
    • SWOT
  • 14.10 H2O.ai Inc.
    • H2O.ai Inc. - Overview
    • H2O.ai Inc. - Product / Service
    • H2O.ai Inc. - Key offerings
    • SWOT
  • 14.11 International Business Machines Corp.
    • International Business Machines Corp. - Overview
    • International Business Machines Corp. - Business segments
    • International Business Machines Corp. - Key news
    • International Business Machines Corp. - Key offerings
    • International Business Machines Corp. - Segment focus
    • SWOT
  • 14.12 Microsoft Corp.
    • Microsoft Corp. - Overview
    • Microsoft Corp. - Business segments
    • Microsoft Corp. - Key news
    • Microsoft Corp. - Key offerings
    • Microsoft Corp. - Segment focus
    • SWOT
  • 14.13 NVIDIA Corp.
    • NVIDIA Corp. - Overview
    • NVIDIA Corp. - Business segments
    • NVIDIA Corp. - Key news
    • NVIDIA Corp. - Key offerings
    • NVIDIA Corp. - Segment focus
    • SWOT
  • 14.14 Oracle Corp.
    • Oracle Corp. - Overview
    • Oracle Corp. - Business segments
    • Oracle Corp. - Key news
    • Oracle Corp. - Key offerings
    • Oracle Corp. - Segment focus
    • SWOT
  • 14.15 SAS Institute Inc.
    • SAS Institute Inc. - Overview
    • SAS Institute Inc. - Product / Service
    • SAS Institute Inc. - Key news
    • SAS Institute Inc. - Key offerings
    • SWOT
  • 14.16 Seldon Technologies
    • Seldon Technologies - Overview
    • Seldon Technologies - Product / Service
    • Seldon Technologies - Key offerings
    • SWOT
  • 14.17 TIBCO Software Inc.
    • TIBCO Software Inc. - Overview
    • TIBCO Software Inc. - Product / Service
    • TIBCO Software Inc. - Key offerings
    • SWOT
  • 14.18 Valohai
    • Valohai - Overview
    • Valohai - Product / Service
    • Valohai - Key offerings
    • SWOT

15 Appendix

  • 15.1 Scope of the report
  • 15.2 Inclusions and exclusions checklist
    • Inclusions checklist
    • Exclusions checklist
  • 15.3 Currency conversion rates for US$
    • Currency conversion rates for US$
  • 15.4 Research methodology
    • Research methodology
  • 15.5 Data procurement
    • Information sources
  • 15.6 Data validation
    • Data validation
  • 15.7 Validation techniques employed for market sizing
    • Validation techniques employed for market sizing
  • 15.8 Data synthesis
    • Data synthesis
  • 15.9 360 degree market analysis
    • 360 degree market analysis
  • 15.10 List of abbreviations
    • List of abbreviations

Exhibits:

  • Exhibits1: Executive Summary - Chart on Market Overview
  • Exhibits2: Executive Summary - Data Table on Market Overview
  • Exhibits3: Executive Summary - Chart on Global Market Characteristics
  • Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
  • Exhibits5: Executive Summary - Chart on Market Segmentation by Type
  • Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
  • Exhibits7: Executive Summary - Chart on Market Segmentation by End-user
  • Exhibits8: Executive Summary - Chart on Incremental Growth
  • Exhibits9: Executive Summary - Data Table on Incremental Growth
  • Exhibits10: Executive Summary - Chart on Company Market Positioning
  • Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits12: Overview on criticality of inputs and factors of differentiation
  • Exhibits13: Overview on factors of disruption
  • Exhibits14: Impact of drivers and challenges in 2024 and 2029
  • Exhibits15: Parent Market
  • Exhibits16: Data Table on - Parent Market
  • Exhibits17: Market characteristics analysis
  • Exhibits18: Value chain analysis
  • Exhibits19: Offerings of companies included in the market definition
  • Exhibits20: Market segments
  • Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits25: Historic Market Size - Data Table on Global Model Serving Platforms Market 2019 - 2023 ($ million)
  • Exhibits26: Historic Market Size - Type Segment 2019 - 2023 ($ million)
  • Exhibits27: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
  • Exhibits28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
  • Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
  • Exhibits31: Five forces analysis - Comparison between 2024 and 2029
  • Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029
  • Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029
  • Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029
  • Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029
  • Exhibits37: Chart on Market condition - Five forces 2024 and 2029
  • Exhibits38: Chart on Type - Market share 2024-2029 (%)
  • Exhibits39: Data Table on Type - Market share 2024-2029 (%)
  • Exhibits40: Chart on Comparison by Type
  • Exhibits41: Data Table on Comparison by Type
  • Exhibits42: Chart on Machine learning models - Market size and forecast 2024-2029 ($ million)
  • Exhibits43: Data Table on Machine learning models - Market size and forecast 2024-2029 ($ million)
  • Exhibits44: Chart on Machine learning models - Year-over-year growth 2024-2029 (%)
  • Exhibits45: Data Table on Machine learning models - Year-over-year growth 2024-2029 (%)
  • Exhibits46: Chart on Deep learning models - Market size and forecast 2024-2029 ($ million)
  • Exhibits47: Data Table on Deep learning models - Market size and forecast 2024-2029 ($ million)
  • Exhibits48: Chart on Deep learning models - Year-over-year growth 2024-2029 (%)
  • Exhibits49: Data Table on Deep learning models - Year-over-year growth 2024-2029 (%)
  • Exhibits50: Chart on Large language models - Market size and forecast 2024-2029 ($ million)
  • Exhibits51: Data Table on Large language models - Market size and forecast 2024-2029 ($ million)
  • Exhibits52: Chart on Large language models - Year-over-year growth 2024-2029 (%)
  • Exhibits53: Data Table on Large language models - Year-over-year growth 2024-2029 (%)
  • Exhibits54: Market opportunity by Type ($ million)
  • Exhibits55: Data Table on Market opportunity by Type ($ million)
  • Exhibits56: Chart on Deployment - Market share 2024-2029 (%)
  • Exhibits57: Data Table on Deployment - Market share 2024-2029 (%)
  • Exhibits58: Chart on Comparison by Deployment
  • Exhibits59: Data Table on Comparison by Deployment
  • Exhibits60: Chart on Cloud - Market size and forecast 2024-2029 ($ million)
  • Exhibits61: Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
  • Exhibits62: Chart on Cloud - Year-over-year growth 2024-2029 (%)
  • Exhibits63: Data Table on Cloud - Year-over-year growth 2024-2029 (%)
  • Exhibits64: Chart on On premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits65: Data Table on On premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits66: Chart on On premises - Year-over-year growth 2024-2029 (%)
  • Exhibits67: Data Table on On premises - Year-over-year growth 2024-2029 (%)
  • Exhibits68: Market opportunity by Deployment ($ million)
  • Exhibits69: Data Table on Market opportunity by Deployment ($ million)
  • Exhibits70: Chart on End-user - Market share 2024-2029 (%)
  • Exhibits71: Data Table on End-user - Market share 2024-2029 (%)
  • Exhibits72: Chart on Comparison by End-user
  • Exhibits73: Data Table on Comparison by End-user
  • Exhibits74: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
  • Exhibits75: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
  • Exhibits76: Chart on BFSI - Year-over-year growth 2024-2029 (%)
  • Exhibits77: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
  • Exhibits78: Chart on IT and telecom - Market size and forecast 2024-2029 ($ million)
  • Exhibits79: Data Table on IT and telecom - Market size and forecast 2024-2029 ($ million)
  • Exhibits80: Chart on IT and telecom - Year-over-year growth 2024-2029 (%)
  • Exhibits81: Data Table on IT and telecom - Year-over-year growth 2024-2029 (%)
  • Exhibits82: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Exhibits83: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Exhibits84: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
  • Exhibits85: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
  • Exhibits86: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Exhibits87: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Exhibits88: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
  • Exhibits89: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
  • Exhibits90: Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits91: Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits92: Chart on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits93: Data Table on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits94: Market opportunity by End-user ($ million)
  • Exhibits95: Data Table on Market opportunity by End-user ($ million)
  • Exhibits96: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits97: Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits98: Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits99: Chart on Geographic comparison
  • Exhibits100: Data Table on Geographic comparison
  • Exhibits101: Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits102: Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits103: Chart on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits104: Data Table on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits105: Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits106: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits107: Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits108: Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits109: Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits110: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits111: Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits112: Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits113: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits114: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits115: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits116: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits117: Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits118: Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits119: Chart on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits120: Data Table on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits121: Chart on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits122: Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits123: Chart on US - Year-over-year growth 2024-2029 (%)
  • Exhibits124: Data Table on US - Year-over-year growth 2024-2029 (%)
  • Exhibits125: Chart on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits126: Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits127: Chart on China - Year-over-year growth 2024-2029 (%)
  • Exhibits128: Data Table on China - Year-over-year growth 2024-2029 (%)
  • Exhibits129: Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits130: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits131: Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits132: Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits133: Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits134: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits135: Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits136: Data Table on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits137: Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits138: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits139: Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits140: Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits141: Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits142: Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits143: Chart on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits144: Data Table on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits145: Chart on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits146: Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits147: Chart on India - Year-over-year growth 2024-2029 (%)
  • Exhibits148: Data Table on India - Year-over-year growth 2024-2029 (%)
  • Exhibits149: Chart on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits150: Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits151: Chart on France - Year-over-year growth 2024-2029 (%)
  • Exhibits152: Data Table on France - Year-over-year growth 2024-2029 (%)
  • Exhibits153: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Exhibits154: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Exhibits155: Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Exhibits156: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
  • Exhibits157: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits158: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits159: Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits160: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits161: Market opportunity By Geographical Landscape ($ million)
  • Exhibits162: Data Tables on Market opportunity By Geographical Landscape ($ million)
  • Exhibits163: Impact of drivers and challenges in 2024 and 2029
  • Exhibits164: Overview on criticality of inputs and factors of differentiation
  • Exhibits165: Overview on factors of disruption
  • Exhibits166: Impact of key risks on business
  • Exhibits167: Companies covered
  • Exhibits168: Company ranking index
  • Exhibits169: Matrix on companies position and classification
  • Exhibits170: Alibaba Cloud - Overview
  • Exhibits171: Alibaba Cloud - Product / Service
  • Exhibits172: Alibaba Cloud - Key offerings
  • Exhibits173: SWOT
  • Exhibits174: Amazon Web Services Inc. - Overview
  • Exhibits175: Amazon Web Services Inc. - Product / Service
  • Exhibits176: Amazon Web Services Inc. - Key news
  • Exhibits177: Amazon Web Services Inc. - Key offerings
  • Exhibits178: SWOT
  • Exhibits179: Baidu Inc. - Overview
  • Exhibits180: Baidu Inc. - Business segments
  • Exhibits181: Baidu Inc. - Key offerings
  • Exhibits182: Baidu Inc. - Segment focus
  • Exhibits183: SWOT
  • Exhibits184: DataRobot Inc. - Overview
  • Exhibits185: DataRobot Inc. - Product / Service
  • Exhibits186: DataRobot Inc. - Key offerings
  • Exhibits187: SWOT
  • Exhibits188: Domino Data Lab Inc. - Overview
  • Exhibits189: Domino Data Lab Inc. - Product / Service
  • Exhibits190: Domino Data Lab Inc. - Key offerings
  • Exhibits191: SWOT
  • Exhibits192: Google LLC - Overview
  • Exhibits193: Google LLC - Product / Service
  • Exhibits194: Google LLC - Key offerings
  • Exhibits195: SWOT
  • Exhibits196: H2O.ai Inc. - Overview
  • Exhibits197: H2O.ai Inc. - Product / Service
  • Exhibits198: H2O.ai Inc. - Key offerings
  • Exhibits199: SWOT
  • Exhibits200: International Business Machines Corp. - Overview
  • Exhibits201: International Business Machines Corp. - Business segments
  • Exhibits202: International Business Machines Corp. - Key news
  • Exhibits203: International Business Machines Corp. - Key offerings
  • Exhibits204: International Business Machines Corp. - Segment focus
  • Exhibits205: SWOT
  • Exhibits206: Microsoft Corp. - Overview
  • Exhibits207: Microsoft Corp. - Business segments
  • Exhibits208: Microsoft Corp. - Key news
  • Exhibits209: Microsoft Corp. - Key offerings
  • Exhibits210: Microsoft Corp. - Segment focus
  • Exhibits211: SWOT
  • Exhibits212: NVIDIA Corp. - Overview
  • Exhibits213: NVIDIA Corp. - Business segments
  • Exhibits214: NVIDIA Corp. - Key news
  • Exhibits215: NVIDIA Corp. - Key offerings
  • Exhibits216: NVIDIA Corp. - Segment focus
  • Exhibits217: SWOT
  • Exhibits218: Oracle Corp. - Overview
  • Exhibits219: Oracle Corp. - Business segments
  • Exhibits220: Oracle Corp. - Key news
  • Exhibits221: Oracle Corp. - Key offerings
  • Exhibits222: Oracle Corp. - Segment focus
  • Exhibits223: SWOT
  • Exhibits224: SAS Institute Inc. - Overview
  • Exhibits225: SAS Institute Inc. - Product / Service
  • Exhibits226: SAS Institute Inc. - Key news
  • Exhibits227: SAS Institute Inc. - Key offerings
  • Exhibits228: SWOT
  • Exhibits229: Seldon Technologies - Overview
  • Exhibits230: Seldon Technologies - Product / Service
  • Exhibits231: Seldon Technologies - Key offerings
  • Exhibits232: SWOT
  • Exhibits233: TIBCO Software Inc. - Overview
  • Exhibits234: TIBCO Software Inc. - Product / Service
  • Exhibits235: TIBCO Software Inc. - Key offerings
  • Exhibits236: SWOT
  • Exhibits237: Valohai - Overview
  • Exhibits238: Valohai - Product / Service
  • Exhibits239: Valohai - Key offerings
  • Exhibits240: SWOT
  • Exhibits241: Inclusions checklist
  • Exhibits242: Exclusions checklist
  • Exhibits243: Currency conversion rates for US$
  • Exhibits244: Research methodology
  • Exhibits245: Information sources
  • Exhibits246: Data validation
  • Exhibits247: Validation techniques employed for market sizing
  • Exhibits248: Data synthesis
  • Exhibits249: 360 degree market analysis
  • Exhibits250: List of abbreviations