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市場調查報告書

商品編碼

1769519

2025-2029 年全球 MLOps 市場

Global Mlops Market 2025-2029

出版日期: 2025年07月03日 | 出版商:

TechNavio | 英文 248 Pages | 訂單完成後即時交付

價格

簡介目錄圖表

預計 2024 年至 2029 年期間 MLOps 市場規模將達到 80.496 億美元，預測期內複合年成長率為 24.7%。

本研究報告包括 MLOps 市場的總體分析、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。

我們提供對當前市場情景、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採用和複雜性的爆炸性成長、業務擴展人工智慧以縮短價值實現時間的必要事項以及對人工智慧管治、風險管理和合規性日益成長的需求的驅動。

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	17.2%
複合年成長率	24.7%
增量金額	80.496億美元

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，MLOps 的興起以及平台向生成式 AI 的轉變是未來幾年推動 MLOps 市場成長的一些關鍵因素。此外，資料管理與 MLOps 平台的整合，以及受法規和資料隱私驅動的主權 AI 和私人 AI 的興起，都將帶來巨大的市場需求。

地理細分
區域比較
北美：2024-2029 年市場規模及預測
歐洲：2024-2029 年市場規模及預測
亞太地區：2024-2029 年市場規模及預測
南美洲：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
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
英國：2024-2029 年市場規模及預測
法國：2024-2029年市場規模及預測
印度：2024-2029 年市場規模及預測
加拿大：2024-2029 年市場規模及預測
日本：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13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
市場機會與限制因素

第14章競爭格局

概述
競爭格局
令人困惑的情況
產業風險

第15章競爭分析

公司簡介
企業排名指數
公司市場定位
Amazon.com Inc.
Capgemini Service SAS
Cloudera Inc.
Cognizant Technology Solutions Corp.
Databricks Inc.
Dataiku Inc.
DataRobot Inc.
Google LLC
Hewlett Packard Enterprise Co.
Iguazio Ltd.
International Business Machines Corp.
Microsoft Corp.
Modzy Inc
Oracle Corp.
Paperspace Co.

第16章附錄

簡介目錄圖表

Product Code: IRTNTR80652

The mlops market is forecasted to grow by USD 8049.6 mn during 2024-2029, accelerating at a CAGR of 24.7% during the forecast period. The report on the mlops 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 explosive proliferation and escalating complexity of artificial intelligence models, business imperative to scale ai and accelerate time to value, and growing need for ai governance, risk management, and compliance.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	17.2%
CAGR	24.7%
Incremental Value	$8,049.6 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 mlops market is segmented as below:

By Component

Platform
Service

By Deployment

Cloud
On-premises
Hybrid

By Business Segment

Large enterprises
SMBs

By End-user

BFSI
Healthcare
Retail and e?commerce

By Geographical Landscape

North America
Europe
APAC
South America
Middle East and Africa

This study identifies the emergence of llmops and platform shift towards generative ai as one of the prime reasons driving the mlops market growth during the next few years. Also, convergence of data management and mlops platforms and the rise of sovereign and private ai driven by regulation and data privacy will lead to sizable demand in the market.

The report on the mlops market covers the following areas:

MLOps Market sizing
MLOps Market forecast
MLOps 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 mlops market vendors that include Amazon.com Inc., Aporia Technologies, Capgemini Service SAS, Cloudera Inc., Cognizant Technology Solutions Corp., Comet ML Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Google LLC, Hewlett Packard Enterprise Co., Iguazio Ltd., International Business Machines Corp., Kubeflow, Microsoft Corp., Modzy Inc, Oracle Corp., Paperspace Co., Seldon Technologies, and Valohai. Also, the mlops 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.

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 Component
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Business Segment
- 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 MLOps Market 2019 - 2023
- Historic Market Size - Data Table on Global MLOps Market 2019 - 2023 ($ million)
5.2 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
5.3 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.4 Business segment analysis 2019 - 2023
- Historic Market Size - Business Segment 2019 - 2023 ($ million)
5.5 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.6 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.7 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 Component

7.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
7.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
7.3 Platform - Market size and forecast 2024-2029
- Chart on Platform - Market size and forecast 2024-2029 ($ million)
- Data Table on Platform - Market size and forecast 2024-2029 ($ million)
- Chart on Platform - Year-over-year growth 2024-2029 (%)
- Data Table on Platform - Year-over-year growth 2024-2029 (%)
7.4 Service - Market size and forecast 2024-2029
- Chart on Service - Market size and forecast 2024-2029 ($ million)
- Data Table on Service - Market size and forecast 2024-2029 ($ million)
- Chart on Service - Year-over-year growth 2024-2029 (%)
- Data Table on Service - Year-over-year growth 2024-2029 (%)
7.5 Market opportunity by Component
- Market opportunity by Component ($ million)
- Data Table on Market opportunity by Component ($ 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 Hybrid - Market size and forecast 2024-2029
- Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
- Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
- Chart on Hybrid - Year-over-year growth 2024-2029 (%)
- Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
8.6 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)

9 Market Segmentation by Business Segment

9.1 Market segments
- Chart on Business Segment - Market share 2024-2029 (%)
- Data Table on by Business Segment - Market share 2024-2029 (%)
9.2 Comparison by Business Segment
- Chart on Comparison by Business Segment
- Data Table on Comparison by Business Segment
9.3 Large enterprises - Market size and forecast 2024-2029
- Chart on Large enterprises - Market size and forecast 2024-2029 ($ million)
- Data Table on Large enterprises - Market size and forecast 2024-2029 ($ million)
- Chart on Large enterprises - Year-over-year growth 2024-2029 (%)
- Data Table on Large enterprises - Year-over-year growth 2024-2029 (%)
9.4 SMBs - Market size and forecast 2024-2029
- Chart on SMBs - Market size and forecast 2024-2029 ($ million)
- Data Table on SMBs - Market size and forecast 2024-2029 ($ million)
- Chart on SMBs - Year-over-year growth 2024-2029 (%)
- Data Table on SMBs - Year-over-year growth 2024-2029 (%)
9.5 Market opportunity by Business Segment
- Market opportunity by Business Segment ($ million)
- Data Table on Market opportunity by Business Segment ($ million)

10 Market Segmentation by End-user

10.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
10.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
10.3 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 (%)
10.4 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 (%)
10.5 Retail and e?commerce - Market size and forecast 2024-2029
- Chart on Retail and e?commerce - Market size and forecast 2024-2029 ($ million)
- Data Table on Retail and e?commerce - Market size and forecast 2024-2029 ($ million)
- Chart on Retail and e?commerce - Year-over-year growth 2024-2029 (%)
- Data Table on Retail and e?commerce - Year-over-year growth 2024-2029 (%)
10.6 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

11 Customer Landscape

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

12 Geographic Landscape

12.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
12.3 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 (%)
12.4 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 (%)
12.5 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 (%)
12.6 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 (%)
12.7 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 (%)
12.8 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 (%)
12.9 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 (%)
12.10 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 (%)
12.11 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 (%)
12.12 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 (%)
12.13 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 (%)
12.14 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 (%)
12.15 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 (%)
12.16 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 (%)
12.17 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 (%)
12.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

13 Drivers, Challenges, and Opportunity/Restraints

13.1 Market drivers
13.2 Market challenges
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
13.4 Market opportunities/restraints

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 Amazon.com Inc.
- Amazon.com Inc. - Overview
- Amazon.com Inc. - Business segments
- Amazon.com Inc. - Key news
- Amazon.com Inc. - Key offerings
- Amazon.com Inc. - Segment focus
- SWOT
15.5 Capgemini Service SAS
- Capgemini Service SAS - Overview
- Capgemini Service SAS - Business segments
- Capgemini Service SAS - Key news
- Capgemini Service SAS - Key offerings
- Capgemini Service SAS - Segment focus
- SWOT
15.6 Cloudera Inc.
- Cloudera Inc. - Overview
- Cloudera Inc. - Product / Service
- Cloudera Inc. - Key offerings
- SWOT
15.7 Cognizant Technology Solutions Corp.
- Cognizant Technology Solutions Corp. - Overview
- Cognizant Technology Solutions Corp. - Business segments
- Cognizant Technology Solutions Corp. - Key news
- Cognizant Technology Solutions Corp. - Key offerings
- Cognizant Technology Solutions Corp. - Segment focus
- SWOT
15.8 Databricks Inc.
- Databricks Inc. - Overview
- Databricks Inc. - Product / Service
- Databricks Inc. - Key offerings
- SWOT
15.9 Dataiku Inc.
- Dataiku Inc. - Overview
- Dataiku Inc. - Product / Service
- Dataiku Inc. - Key offerings
- SWOT
15.10 DataRobot Inc.
- DataRobot Inc. - Overview
- DataRobot Inc. - Product / Service
- DataRobot Inc. - Key offerings
- SWOT
15.11 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key news
- Google LLC - Key offerings
- SWOT
15.12 Hewlett Packard Enterprise Co.
- Hewlett Packard Enterprise Co. - Overview
- Hewlett Packard Enterprise Co. - Business segments
- Hewlett Packard Enterprise Co. - Key news
- Hewlett Packard Enterprise Co. - Key offerings
- Hewlett Packard Enterprise Co. - Segment focus
- SWOT
15.13 Iguazio Ltd.
- Iguazio Ltd. - Overview
- Iguazio Ltd. - Product / Service
- Iguazio Ltd. - Key offerings
- SWOT
15.14 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
15.15 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
15.16 Modzy Inc
- Modzy Inc - Overview
- Modzy Inc - Product / Service
- Modzy Inc - Key offerings
- SWOT
15.17 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
15.18 Paperspace Co.
- Paperspace Co. - Overview
- Paperspace Co. - Product / Service
- Paperspace Co. - Key offerings
- SWOT

16 Appendix

16.1 Scope of the report
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations

簡介目錄圖表

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 Component
Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits7: Executive Summary - Chart on Market Segmentation by Business Segment
Exhibits8: Executive Summary - Chart on Market Segmentation by End-user
Exhibits9: Executive Summary - Chart on Incremental Growth
Exhibits10: Executive Summary - Data Table on Incremental Growth
Exhibits11: Executive Summary - Chart on Company Market Positioning
Exhibits12: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits13: Overview on criticality of inputs and factors of differentiation
Exhibits14: Overview on factors of disruption
Exhibits15: Impact of drivers and challenges in 2024 and 2029
Exhibits16: Parent Market
Exhibits17: Data Table on - Parent Market
Exhibits18: Market characteristics analysis
Exhibits19: Value chain analysis
Exhibits20: Offerings of companies included in the market definition
Exhibits21: Market segments
Exhibits22: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits23: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits24: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits25: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits26: Historic Market Size - Data Table on Global MLOps Market 2019 - 2023 ($ million)
Exhibits27: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits28: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
Exhibits29: Historic Market Size - Business Segment 2019 - 2023 ($ million)
Exhibits30: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits31: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits32: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits33: Five forces analysis - Comparison between 2024 and 2029
Exhibits34: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits35: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits36: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits37: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits38: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits39: Chart on Market condition - Five forces 2024 and 2029
Exhibits40: Chart on Component - Market share 2024-2029 (%)
Exhibits41: Data Table on Component - Market share 2024-2029 (%)
Exhibits42: Chart on Comparison by Component
Exhibits43: Data Table on Comparison by Component
Exhibits44: Chart on Platform - Market size and forecast 2024-2029 ($ million)
Exhibits45: Data Table on Platform - Market size and forecast 2024-2029 ($ million)
Exhibits46: Chart on Platform - Year-over-year growth 2024-2029 (%)
Exhibits47: Data Table on Platform - Year-over-year growth 2024-2029 (%)
Exhibits48: Chart on Service - Market size and forecast 2024-2029 ($ million)
Exhibits49: Data Table on Service - Market size and forecast 2024-2029 ($ million)
Exhibits50: Chart on Service - Year-over-year growth 2024-2029 (%)
Exhibits51: Data Table on Service - Year-over-year growth 2024-2029 (%)
Exhibits52: Market opportunity by Component ($ million)
Exhibits53: Data Table on Market opportunity by Component ($ million)
Exhibits54: Chart on Deployment - Market share 2024-2029 (%)
Exhibits55: Data Table on Deployment - Market share 2024-2029 (%)
Exhibits56: Chart on Comparison by Deployment
Exhibits57: Data Table on Comparison by Deployment
Exhibits58: Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits59: Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits60: Chart on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits61: Data Table on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits62: Chart on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits63: Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits64: Chart on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits65: Data Table on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits66: Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
Exhibits67: Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
Exhibits68: Chart on Hybrid - Year-over-year growth 2024-2029 (%)
Exhibits69: Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
Exhibits70: Market opportunity by Deployment ($ million)
Exhibits71: Data Table on Market opportunity by Deployment ($ million)
Exhibits72: Chart on Market Segmentation by Business Segment - Market share 2024-2029 (%)
Exhibits73: Data Table on Market Segmentation by Business Segment - Market share 2024-2029 (%)
Exhibits74: Chart on Comparison by Market Segmentation by Business Segment
Exhibits75: Data Table on Comparison by Market Segmentation by Business Segment
Exhibits76: Chart on Large enterprises - Market size and forecast 2024-2029 ($ million)
Exhibits77: Data Table on Large enterprises - Market size and forecast 2024-2029 ($ million)
Exhibits78: Chart on Large enterprises - Year-over-year growth 2024-2029 (%)
Exhibits79: Data Table on Large enterprises - Year-over-year growth 2024-2029 (%)
Exhibits80: Chart on SMBs - Market size and forecast 2024-2029 ($ million)
Exhibits81: Data Table on SMBs - Market size and forecast 2024-2029 ($ million)
Exhibits82: Chart on SMBs - Year-over-year growth 2024-2029 (%)
Exhibits83: Data Table on SMBs - Year-over-year growth 2024-2029 (%)
Exhibits84: Market opportunity by Market Segmentation by Business Segment ($ million)
Exhibits85: Data Table on Market opportunity by Market Segmentation by Business Segment ($ million)
Exhibits86: Chart on End-user - Market share 2024-2029 (%)
Exhibits87: Data Table on End-user - Market share 2024-2029 (%)
Exhibits88: Chart on Comparison by End-user
Exhibits89: Data Table on Comparison by End-user
Exhibits90: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits91: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits92: Chart on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits93: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits94: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits95: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits96: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits97: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits98: Chart on Retail and e?commerce - Market size and forecast 2024-2029 ($ million)
Exhibits99: Data Table on Retail and e?commerce - Market size and forecast 2024-2029 ($ million)
Exhibits100: Chart on Retail and e?commerce - Year-over-year growth 2024-2029 (%)
Exhibits101: Data Table on Retail and e?commerce - Year-over-year growth 2024-2029 (%)
Exhibits102: Market opportunity by End-user ($ million)
Exhibits103: Data Table on Market opportunity by End-user ($ million)
Exhibits104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits105: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits106: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits107: Chart on Geographic comparison
Exhibits108: Data Table on Geographic comparison
Exhibits109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits113: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits114: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits115: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits116: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits117: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits118: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits119: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits120: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits121: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits122: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits123: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits124: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits125: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits126: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits127: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits128: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits129: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits130: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits131: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits132: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits133: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits134: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits135: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits136: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits137: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits138: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits139: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits140: Data Table on Germany - 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 France - Market size and forecast 2024-2029 ($ million)
Exhibits146: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits147: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits148: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits149: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits150: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits151: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits152: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits153: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits154: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits155: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits156: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits157: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits158: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits159: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits160: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits161: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits162: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits163: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits164: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits165: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits166: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits167: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits168: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits169: Market opportunity By Geographical Landscape ($ million)
Exhibits170: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits171: Impact of drivers and challenges in 2024 and 2029
Exhibits172: Overview on criticality of inputs and factors of differentiation
Exhibits173: Overview on factors of disruption
Exhibits174: Impact of key risks on business
Exhibits175: Companies covered
Exhibits176: Company ranking index
Exhibits177: Matrix on companies position and classification
Exhibits178: Amazon.com Inc. - Overview
Exhibits179: Amazon.com Inc. - Business segments
Exhibits180: Amazon.com Inc. - Key news
Exhibits181: Amazon.com Inc. - Key offerings
Exhibits182: Amazon.com Inc. - Segment focus
Exhibits183: SWOT
Exhibits184: Capgemini Service SAS - Overview
Exhibits185: Capgemini Service SAS - Business segments
Exhibits186: Capgemini Service SAS - Key news
Exhibits187: Capgemini Service SAS - Key offerings
Exhibits188: Capgemini Service SAS - Segment focus
Exhibits189: SWOT
Exhibits190: Cloudera Inc. - Overview
Exhibits191: Cloudera Inc. - Product / Service
Exhibits192: Cloudera Inc. - Key offerings
Exhibits193: SWOT
Exhibits194: Cognizant Technology Solutions Corp. - Overview
Exhibits195: Cognizant Technology Solutions Corp. - Business segments
Exhibits196: Cognizant Technology Solutions Corp. - Key news
Exhibits197: Cognizant Technology Solutions Corp. - Key offerings
Exhibits198: Cognizant Technology Solutions Corp. - Segment focus
Exhibits199: SWOT
Exhibits200: Databricks Inc. - Overview
Exhibits201: Databricks Inc. - Product / Service
Exhibits202: Databricks Inc. - Key offerings
Exhibits203: SWOT
Exhibits204: Dataiku Inc. - Overview
Exhibits205: Dataiku Inc. - Product / Service
Exhibits206: Dataiku Inc. - Key offerings
Exhibits207: SWOT
Exhibits208: DataRobot Inc. - Overview
Exhibits209: DataRobot Inc. - Product / Service
Exhibits210: DataRobot Inc. - Key offerings
Exhibits211: SWOT
Exhibits212: Google LLC - Overview
Exhibits213: Google LLC - Product / Service
Exhibits214: Google LLC - Key news
Exhibits215: Google LLC - Key offerings
Exhibits216: SWOT
Exhibits217: Hewlett Packard Enterprise Co. - Overview
Exhibits218: Hewlett Packard Enterprise Co. - Business segments
Exhibits219: Hewlett Packard Enterprise Co. - Key news
Exhibits220: Hewlett Packard Enterprise Co. - Key offerings
Exhibits221: Hewlett Packard Enterprise Co. - Segment focus
Exhibits222: SWOT
Exhibits223: Iguazio Ltd. - Overview
Exhibits224: Iguazio Ltd. - Product / Service
Exhibits225: Iguazio Ltd. - Key offerings
Exhibits226: SWOT
Exhibits227: International Business Machines Corp. - Overview
Exhibits228: International Business Machines Corp. - Business segments
Exhibits229: International Business Machines Corp. - Key news
Exhibits230: International Business Machines Corp. - Key offerings
Exhibits231: International Business Machines Corp. - Segment focus
Exhibits232: SWOT
Exhibits233: Microsoft Corp. - Overview
Exhibits234: Microsoft Corp. - Business segments
Exhibits235: Microsoft Corp. - Key news
Exhibits236: Microsoft Corp. - Key offerings
Exhibits237: Microsoft Corp. - Segment focus
Exhibits238: SWOT
Exhibits239: Modzy Inc - Overview
Exhibits240: Modzy Inc - Product / Service
Exhibits241: Modzy Inc - Key offerings
Exhibits242: SWOT
Exhibits243: Oracle Corp. - Overview
Exhibits244: Oracle Corp. - Business segments
Exhibits245: Oracle Corp. - Key news
Exhibits246: Oracle Corp. - Key offerings
Exhibits247: Oracle Corp. - Segment focus
Exhibits248: SWOT
Exhibits249: Paperspace Co. - Overview
Exhibits250: Paperspace Co. - Product / Service
Exhibits251: Paperspace Co. - Key offerings
Exhibits252: SWOT
Exhibits253: Inclusions checklist
Exhibits254: Exclusions checklist
Exhibits255: Currency conversion rates for US$
Exhibits256: Research methodology
Exhibits257: Information sources
Exhibits258: Data validation
Exhibits259: Validation techniques employed for market sizing
Exhibits260: Data synthesis
Exhibits261: 360 degree market analysis
Exhibits262: List of abbreviations