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AI Workload Management Market 2025-2029

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    Report

  • 247 Pages
  • July 2025
  • Region: Global
  • TechNavio
  • ID: 6108549
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The ai workload management market is forecasted to grow by USD 32.73 billion during 2024-2029, accelerating at a CAGR of 37.3% during the forecast period. The report on the ai workload management 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 growth of generative ai and large language models, economic imperative for hardware optimization and cost governance, and increasing adoption of hybrid and multi-cloud infrastructure strategies.

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.

The ai workload management market is segmented as below:

By Deployment

  • Cloud
  • On-premises

By Technology

  • Machine learning
  • Deep learning
  • Natural language processing

By End-user

  • BFSI
  • Healthcare
  • Retail and e-commerce
  • Telecommunications
  • Others

By Geographical Landscape

  • North America
  • Europe
  • APAC
  • South America
  • Middle East and Africa
This study identifies the vertical integration and emergence of full-stack ai platforms as one of the prime reasons driving the ai workload management market growth during the next few years. Also, rise of autonomous optimization and ai-driven scheduling and convergence of high-performance computing (HPC) and enterprise ai infrastructure will lead to sizable demand in the market.

The report on the ai workload management market covers the following areas:

  • AI Workload Management Market sizing
  • AI Workload Management Market forecast
  • AI Workload Management Market industry analysis
A robust vendor analysis within the report is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading ai workload management market vendors that include Amazon Web Services Inc., CoreWeave, Crusoe Energy Systems LLC, Dell Technologies Inc., Equinix Inc., Google LLC, Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Juniper Networks Inc., Lambda, Microsoft Corp., NVIDIA Corp., Oracle Corp., Salesforce Inc., Schneider Electric SE, Snowflake Inc., Teradata Corp., Together AI, and VULTR. Also, the ai workload management 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 report 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 Deployment
Executive Summary - Chart on Market Segmentation by Technology
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 Market 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 AI Workload Management Market 2019 - 2023
Historic Market Size - Data Table on Global AI Workload Management Market 2019 - 2023 ($ million)
5.2 Deployment segment analysis 2019 - 2023
Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.3 Technology segment analysis 2019 - 2023
Historic Market Size - Technology 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 Deployment
7.1 Market segments
Chart on Deployment - Market share 2024-2029 (%)
Data Table on Deployment - Market share 2024-2029 (%)
7.2 Comparison by Deployment
Chart on Comparison by Deployment
Data Table on Comparison by Deployment
7.3 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 (%)
7.4 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 (%)
7.5 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
8 Market Segmentation by Technology
8.1 Market segments
Chart on Technology - Market share 2024-2029 (%)
Data Table on Technology - Market share 2024-2029 (%)
8.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
8.3 Machine learning - Market size and forecast 2024-2029
Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
8.4 Deep learning - Market size and forecast 2024-2029
Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
Chart on Deep learning - Year-over-year growth 2024-2029 (%)
Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
8.5 Natural language processing - Market size and forecast 2024-2029
Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
8.6 Market opportunity by Technology
Market opportunity by Technology ($ million)
Data Table on Market opportunity by Technology ($ 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 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 (%)
9.5 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 (%)
9.6 Telecommunications - Market size and forecast 2024-2029
Chart on Telecommunications - Market size and forecast 2024-2029 ($ million)
Data Table on Telecommunications - Market size and forecast 2024-2029 ($ million)
Chart on Telecommunications - Year-over-year growth 2024-2029 (%)
Data Table on Telecommunications - 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 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 (%)
11.5 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 (%)
11.6 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 (%)
11.7 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 (%)
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 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 (%)
11.10 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 (%)
11.11 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 (%)
11.12 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 (%)
11.13 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 (%)
11.14 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 (%)
11.15 Italy - Market size and forecast 2024-2029
Chart on Italy - Market size and forecast 2024-2029 ($ million)
Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Chart on Italy - Year-over-year growth 2024-2029 (%)
Data Table on Italy - Year-over-year growth 2024-2029 (%)
11.16 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 (%)
11.17 The Netherlands - Market size and forecast 2024-2029
Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Data Table on The Netherlands - 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 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
14.5 Dell Technologies Inc.
Dell Technologies Inc. - Overview
Dell Technologies Inc. - Business segments
Dell Technologies Inc. - Key news
Dell Technologies Inc. - Key offerings
Dell Technologies Inc. - Segment focus
SWOT
14.6 Equinix Inc.
Equinix Inc. - Overview
Equinix Inc. - Business segments
Equinix Inc. - Key news
Equinix Inc. - Key offerings
Equinix Inc. - Segment focus
SWOT
14.7 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key news
Google LLC - Key offerings
SWOT
14.8 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
14.9 Intel Corp.
Intel Corp. - Overview
Intel Corp. - Business segments
Intel Corp. - Key news
Intel Corp. - Key offerings
Intel Corp. - Segment focus
SWOT
14.10 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
14.11 Juniper Networks Inc.
Juniper Networks Inc. - Overview
Juniper Networks Inc. - Product / Service
Juniper Networks Inc. - Key news
Juniper Networks Inc. - Key offerings
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 Salesforce Inc.
Salesforce Inc. - Overview
Salesforce Inc. - Product / Service
Salesforce Inc. - Key news
Salesforce Inc. - Key offerings
SWOT
14.16 Schneider Electric SE
Schneider Electric SE - Overview
Schneider Electric SE - Business segments
Schneider Electric SE - Key news
Schneider Electric SE - Key offerings
Schneider Electric SE - Segment focus
SWOT
14.17 Snowflake Inc.
Snowflake Inc. - Overview
Snowflake Inc. - Product / Service
Snowflake Inc. - Key news
Snowflake Inc. - Key offerings
SWOT
14.18 Teradata Corp.
Teradata Corp. - Overview
Teradata Corp. - Business segments
Teradata Corp. - Key news
Teradata Corp. - Key offerings
Teradata Corp. - Segment focus
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
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Historic Market Size - Data Table on Global AI Workload Management Market 2019 - 2023 ($ million)
Exhibits 26: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
Exhibits 27: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 31: Five forces analysis - Comparison between 2024 and 2029
Exhibits 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 37: Chart on Market condition - Five forces 2024 and 2029
Exhibits 38: Chart on Deployment - Market share 2024-2029 (%)
Exhibits 39: Data Table on Deployment - Market share 2024-2029 (%)
Exhibits 40: Chart on Comparison by Deployment
Exhibits 41: Data Table on Comparison by Deployment
Exhibits 42: Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 43: Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 44: Chart on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 45: Data Table on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 46: Chart on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits 50: Market opportunity by Deployment ($ million)
Exhibits 51: Data Table on Market opportunity by Deployment ($ million)
Exhibits 52: Chart on Technology - Market share 2024-2029 (%)
Exhibits 53: Data Table on Technology - Market share 2024-2029 (%)
Exhibits 54: Chart on Comparison by Technology
Exhibits 55: Data Table on Comparison by Technology
Exhibits 56: Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 57: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 58: Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 59: Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 60: Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
Exhibits 61: Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
Exhibits 62: Chart on Deep learning - Year-over-year growth 2024-2029 (%)
Exhibits 63: Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
Exhibits 64: Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
Exhibits 68: Market opportunity by Technology ($ million)
Exhibits 69: Data Table on Market opportunity by Technology ($ million)
Exhibits 70: Chart on End-user - Market share 2024-2029 (%)
Exhibits 71: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 72: Chart on Comparison by End-user
Exhibits 73: Data Table on Comparison by End-user
Exhibits 74: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 75: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 76: Chart on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 77: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 78: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 79: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 80: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 81: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 82: Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Telecommunications - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Telecommunications - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Telecommunications - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Telecommunications - Year-over-year growth 2024-2029 (%)
Exhibits 90: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 91: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 92: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 93: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 94: Market opportunity by End-user ($ million)
Exhibits 95: Data Table on Market opportunity by End-user ($ million)
Exhibits 96: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 97: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 98: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 99: Chart on Geographic comparison
Exhibits 100: Data Table on Geographic comparison
Exhibits 101: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 102: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 103: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 104: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 105: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 106: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 107: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 108: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 109: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 111: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 112: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 113: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 114: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 115: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 116: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 117: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 118: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 120: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 121: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 122: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 124: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 125: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 126: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 127: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 128: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 129: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 130: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 131: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 132: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 133: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibits 161: Market opportunity By Geographical Landscape ($ million)
Exhibits 162: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 163: Impact of drivers and challenges in 2024 and 2029
Exhibits 164: Overview on criticality of inputs and factors of differentiation
Exhibits 165: Overview on factors of disruption
Exhibits 166: Impact of key risks on business
Exhibits 167: Companies covered
Exhibits 168: Company ranking index
Exhibits 169: Matrix on companies position and classification
Exhibits 170: Amazon Web Services Inc. - Overview
Exhibits 171: Amazon Web Services Inc. - Product / Service
Exhibits 172: Amazon Web Services Inc. - Key news
Exhibits 173: Amazon Web Services Inc. - Key offerings
Exhibits 174: SWOT
Exhibits 175: Dell Technologies Inc. - Overview
Exhibits 176: Dell Technologies Inc. - Business segments
Exhibits 177: Dell Technologies Inc. - Key news
Exhibits 178: Dell Technologies Inc. - Key offerings
Exhibits 179: Dell Technologies Inc. - Segment focus
Exhibits 180: SWOT
Exhibits 181: Equinix Inc. - Overview
Exhibits 182: Equinix Inc. - Business segments
Exhibits 183: Equinix Inc. - Key news
Exhibits 184: Equinix Inc. - Key offerings
Exhibits 185: Equinix Inc. - Segment focus
Exhibits 186: SWOT
Exhibits 187: Google LLC - Overview
Exhibits 188: Google LLC - Product / Service
Exhibits 189: Google LLC - Key news
Exhibits 190: Google LLC - Key offerings
Exhibits 191: SWOT
Exhibits 192: Hewlett Packard Enterprise Co. - Overview
Exhibits 193: Hewlett Packard Enterprise Co. - Business segments
Exhibits 194: Hewlett Packard Enterprise Co. - Key news
Exhibits 195: Hewlett Packard Enterprise Co. - Key offerings
Exhibits 196: Hewlett Packard Enterprise Co. - Segment focus
Exhibits 197: SWOT
Exhibits 198: Intel Corp. - Overview
Exhibits 199: Intel Corp. - Business segments
Exhibits 200: Intel Corp. - Key news
Exhibits 201: Intel Corp. - Key offerings
Exhibits 202: Intel Corp. - Segment focus
Exhibits 203: SWOT
Exhibits 204: International Business Machines Corp. - Overview
Exhibits 205: International Business Machines Corp. - Business segments
Exhibits 206: International Business Machines Corp. - Key news
Exhibits 207: International Business Machines Corp. - Key offerings
Exhibits 208: International Business Machines Corp. - Segment focus
Exhibits 209: SWOT
Exhibits 210: Juniper Networks Inc. - Overview
Exhibits 211: Juniper Networks Inc. - Product / Service
Exhibits 212: Juniper Networks Inc. - Key news
Exhibits 213: Juniper Networks Inc. - Key offerings
Exhibits 214: SWOT
Exhibits 215: Microsoft Corp. - Overview
Exhibits 216: Microsoft Corp. - Business segments
Exhibits 217: Microsoft Corp. - Key news
Exhibits 218: Microsoft Corp. - Key offerings
Exhibits 219: Microsoft Corp. - Segment focus
Exhibits 220: SWOT
Exhibits 221: NVIDIA Corp. - Overview
Exhibits 222: NVIDIA Corp. - Business segments
Exhibits 223: NVIDIA Corp. - Key news
Exhibits 224: NVIDIA Corp. - Key offerings
Exhibits 225: NVIDIA Corp. - Segment focus
Exhibits 226: SWOT
Exhibits 227: Oracle Corp. - Overview
Exhibits 228: Oracle Corp. - Business segments
Exhibits 229: Oracle Corp. - Key news
Exhibits 230: Oracle Corp. - Key offerings
Exhibits 231: Oracle Corp. - Segment focus
Exhibits 232: SWOT
Exhibits 233: Salesforce Inc. - Overview
Exhibits 234: Salesforce Inc. - Product / Service
Exhibits 235: Salesforce Inc. - Key news
Exhibits 236: Salesforce Inc. - Key offerings
Exhibits 237: SWOT
Exhibits 238: Schneider Electric SE - Overview
Exhibits 239: Schneider Electric SE - Business segments
Exhibits 240: Schneider Electric SE - Key news
Exhibits 241: Schneider Electric SE - Key offerings
Exhibits 242: Schneider Electric SE - Segment focus
Exhibits 243: SWOT
Exhibits 244: Snowflake Inc. - Overview
Exhibits 245: Snowflake Inc. - Product / Service
Exhibits 246: Snowflake Inc. - Key news
Exhibits 247: Snowflake Inc. - Key offerings
Exhibits 248: SWOT
Exhibits 249: Teradata Corp. - Overview
Exhibits 250: Teradata Corp. - Business segments
Exhibits 251: Teradata Corp. - Key news
Exhibits 252: Teradata Corp. - Key offerings
Exhibits 253: Teradata Corp. - Segment focus
Exhibits 254: SWOT
Exhibits 255: Inclusions checklist
Exhibits 256: Exclusions checklist
Exhibits 257: Currency conversion rates for US$
Exhibits 258: Research methodology
Exhibits 259: Information sources
Exhibits 260: Data validation
Exhibits 261: Validation techniques employed for market sizing
Exhibits 262: Data synthesis
Exhibits 263: 360 degree market analysis
Exhibits 264: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global ai workload management market: Amazon Web Services Inc., CoreWeave, Crusoe Energy Systems LLC, Dell Technologies Inc., Equinix Inc., Google LLC, Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Juniper Networks Inc., Lambda, Microsoft Corp., NVIDIA Corp., Oracle Corp., Salesforce Inc., Schneider Electric SE, Snowflake Inc., Teradata Corp., Together AI, and VULTR.

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is vertical integration and emergence of full-stack ai platforms."

According to the report, one of the major drivers for this market is the explosive growth of generative ai and large language models.

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 and vendor landscape in addition to a SWOT analysis of the key vendors.

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Amazon Web Services Inc.
  • CoreWeave
  • Crusoe Energy Systems LLC
  • Dell Technologies Inc.
  • Equinix Inc.
  • Google LLC
  • Hewlett Packard Enterprise Co.
  • Intel Corp.
  • International Business Machines Corp.
  • Juniper Networks Inc.
  • Lambda
  • Microsoft Corp.
  • NVIDIA Corp.
  • Oracle Corp.
  • Salesforce Inc.
  • Schneider Electric SE
  • Snowflake Inc.
  • Teradata Corp.
  • Together AI
  • VULTR