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Automl Market 2025-2029

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    Report

  • 264 Pages
  • July 2025
  • Region: Global
  • TechNavio
  • ID: 6108534
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The automl market is forecasted to grow by USD 13.53 billion during 2024-2029, accelerating at a CAGR of 44.8% during the forecast period. The report on the automl 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 increasing democratization of ai amid persistent data science talent shortage, growing imperative for operational efficiency and intelligent business process automation, and proliferation of generative ai and subsequent demand for automated model development and governance.

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 automl market is segmented as below:

By Type

  • Services
  • Platforms
  • Software tools

By Deployment

  • Cloud
  • On-premises

By Application

  • Data processing
  • Model selection
  • Hyperparameter tuning

By Sector

  • BFSI
  • Retail and e-commerce
  • Manufacturing
  • Healthcare

By End-user

  • Large enterprises
  • SMEs

By Geographical Landscape

  • North America
  • APAC
  • Europe
  • South America
  • Middle East and Africa
This study identifies the fusion of predictive automl with generative ai lifecycle automation as one of the prime reasons driving the automl market growth during the next few years. Also, platformization of ai embedding automl into end-to-end machine learning operations workflows and responsible ai by design from optional feature to core architectural requirement will lead to sizable demand in the market.

The report on the automl market covers the following areas:

  • AutoML Market sizing
  • AutoML Market forecast
  • AutoML 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 automl market vendors that include Akkio Inc., Alibaba Cloud, Altair Engineering Inc., Alteryx Inc., Amazon Web Services Inc., BigML Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., dotData, Google LLC, H2O.ai Inc., International Business Machines Corp., Microsoft Corp., MLJAR, Oracle Corp., RapidMiner Inc., Salesforce Inc., TAZI AI, and Teradata Corp. Also, the automl 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 Type
Executive Summary - Chart on Market Segmentation by Deployment
Executive Summary - Chart on Market Segmentation by Application
Executive Summary - Chart on Market Segmentation by Sector
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 AutoML Market 2019 - 2023
Historic Market Size - Data Table on Global AutoML 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 Application segment analysis 2019 - 2023
Historic Market Size - Application Segment 2019 - 2023 ($ million)
5.5 Sector segment analysis 2019 - 2023
Historic Market Size - Sector Segment 2019 - 2023 ($ million)
5.6 End-user segment analysis 2019 - 2023
Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.7 Geography segment analysis 2019 - 2023
Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.8 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 Services - Market size and forecast 2024-2029
Chart on Services - Market size and forecast 2024-2029 ($ million)
Data Table on Services - Market size and forecast 2024-2029 ($ million)
Chart on Services - Year-over-year growth 2024-2029 (%)
Data Table on Services - Year-over-year growth 2024-2029 (%)
7.4 Platforms - Market size and forecast 2024-2029
Chart on Platforms - Market size and forecast 2024-2029 ($ million)
Data Table on Platforms - Market size and forecast 2024-2029 ($ million)
Chart on Platforms - Year-over-year growth 2024-2029 (%)
Data Table on Platforms - Year-over-year growth 2024-2029 (%)
7.5 Software tools - Market size and forecast 2024-2029
Chart on Software tools - Market size and forecast 2024-2029 ($ million)
Data Table on Software tools - Market size and forecast 2024-2029 ($ million)
Chart on Software tools - Year-over-year growth 2024-2029 (%)
Data Table on Software tools - 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 Application
9.1 Market segments
Chart on Application - Market share 2024-2029 (%)
Data Table on Application - Market share 2024-2029 (%)
9.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
9.3 Data processing - Market size and forecast 2024-2029
Chart on Data processing - Market size and forecast 2024-2029 ($ million)
Data Table on Data processing - Market size and forecast 2024-2029 ($ million)
Chart on Data processing - Year-over-year growth 2024-2029 (%)
Data Table on Data processing - Year-over-year growth 2024-2029 (%)
9.4 Model selection - Market size and forecast 2024-2029
Chart on Model selection - Market size and forecast 2024-2029 ($ million)
Data Table on Model selection - Market size and forecast 2024-2029 ($ million)
Chart on Model selection - Year-over-year growth 2024-2029 (%)
Data Table on Model selection - Year-over-year growth 2024-2029 (%)
9.5 Hyperparameter tuning - Market size and forecast 2024-2029
Chart on Hyperparameter tuning - Market size and forecast 2024-2029 ($ million)
Data Table on Hyperparameter tuning - Market size and forecast 2024-2029 ($ million)
Chart on Hyperparameter tuning - Year-over-year growth 2024-2029 (%)
Data Table on Hyperparameter tuning - Year-over-year growth 2024-2029 (%)
9.6 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
10 Market Segmentation by Sector
10.1 Market segments
Chart on Sector - Market share 2024-2029 (%)
Data Table on Sector - Market share 2024-2029 (%)
10.2 Comparison by Sector
Chart on Comparison by Sector
Data Table on Comparison by Sector
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 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 (%)
10.5 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 (%)
10.6 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 (%)
10.7 Market opportunity by Sector
Market opportunity by Sector ($ million)
Data Table on Market opportunity by Sector ($ million)
11 Market Segmentation by End-user
11.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
11.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
11.3 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 (%)
11.4 SMEs - Market size and forecast 2024-2029
Chart on SMEs - Market size and forecast 2024-2029 ($ million)
Data Table on SMEs - Market size and forecast 2024-2029 ($ million)
Chart on SMEs - Year-over-year growth 2024-2029 (%)
Data Table on SMEs - Year-over-year growth 2024-2029 (%)
11.5 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ million)
12 Customer Landscape
12.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
13 Geographic Landscape
13.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
13.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
13.3 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 (%)
13.4 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 (%)
13.5 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 (%)
13.6 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 (%)
13.7 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 (%)
13.8 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 (%)
13.9 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 (%)
13.10 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 (%)
13.11 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 (%)
13.12 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 (%)
13.13 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 (%)
13.14 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 (%)
13.15 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 (%)
13.16 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 (%)
13.17 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 (%)
13.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
14 Drivers, Challenges, and Opportunity/Restraints
14.1 Market drivers
14.2 Market challenges
14.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
14.4 Market opportunities/restraints
15 Competitive Landscape
15.1 Overview
15.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
15.3 Landscape disruption
Overview on factors of disruption
15.4 Industry risks
Impact of key risks on business
16 Competitive Analysis
16.1 Companies profiled
Companies covered
16.2 Company ranking index
Company ranking index
16.3 Market positioning of companies
Matrix on companies position and classification
16.4 Akkio Inc.
Akkio Inc. - Overview
Akkio Inc. - Product / Service
Akkio Inc. - Key offerings
SWOT
16.5 Alteryx Inc.
Alteryx Inc. - Overview
Alteryx Inc. - Product / Service
Alteryx Inc. - Key news
Alteryx Inc. - Key offerings
SWOT
16.6 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
16.7 BigML Inc.
BigML Inc. - Overview
BigML Inc. - Product / Service
BigML Inc. - Key offerings
SWOT
16.8 Databricks Inc.
Databricks Inc. - Overview
Databricks Inc. - Product / Service
Databricks Inc. - Key offerings
SWOT
16.9 Dataiku Inc.
Dataiku Inc. - Overview
Dataiku Inc. - Product / Service
Dataiku Inc. - Key offerings
SWOT
16.10 DataRobot Inc.
DataRobot Inc. - Overview
DataRobot Inc. - Product / Service
DataRobot Inc. - Key offerings
SWOT
16.11 dotData
dotData - Overview
dotData - Product / Service
dotData - Key offerings
SWOT
16.12 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key news
Google LLC - Key offerings
SWOT
16.13 H2O.ai Inc.
H2O.ai Inc. - Overview
H2O.ai Inc. - Product / Service
H2O.ai Inc. - Key offerings
SWOT
16.14 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
16.15 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
16.16 Oracle Corp.
Oracle Corp. - Overview
Oracle Corp. - Business segments
Oracle Corp. - Key news
Oracle Corp. - Key offerings
Oracle Corp. - Segment focus
SWOT
16.17 RapidMiner Inc.
RapidMiner Inc. - Overview
RapidMiner Inc. - Product / Service
RapidMiner Inc. - Key offerings
SWOT
16.18 Salesforce Inc.
Salesforce Inc. - Overview
Salesforce Inc. - Product / Service
Salesforce Inc. - Key news
Salesforce Inc. - Key offerings
SWOT
17 Appendix
17.1 Scope of the report
17.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
17.3 Currency conversion rates for US$
Currency conversion rates for US$
17.4 Research methodology
Research methodology
17.5 Data procurement
Information sources
17.6 Data validation
Data validation
17.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
17.8 Data synthesis
Data synthesis
17.9 360 degree market analysis
360 degree market analysis
17.10 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 Type
Exhibits 6: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits 7: Executive Summary - Chart on Market Segmentation by Application
Exhibits 8: Executive Summary - Chart on Market Segmentation by Sector
Exhibits 9: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 10: Executive Summary - Chart on Incremental Growth
Exhibits 11: Executive Summary - Data Table on Incremental Growth
Exhibits 12: Executive Summary - Chart on Company Market Positioning
Exhibits 13: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 14: Overview on criticality of inputs and factors of differentiation
Exhibits 15: Overview on factors of disruption
Exhibits 16: Impact of drivers and challenges in 2024 and 2029
Exhibits 17: Parent Market
Exhibits 18: Data Table on - Parent Market
Exhibits 19: Market characteristics analysis
Exhibits 20: Value chain analysis
Exhibits 21: Offerings of companies included in the market definition
Exhibits 22: Market segments
Exhibits 23: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 24: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 25: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 26: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 27: Historic Market Size - Data Table on Global AutoML Market 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - Type Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits 31: Historic Market Size - Sector Segment 2019 - 2023 ($ million)
Exhibits 32: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits 33: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 34: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 35: Five forces analysis - Comparison between 2024 and 2029
Exhibits 36: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 37: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 38: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 39: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 40: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 41: Chart on Market condition - Five forces 2024 and 2029
Exhibits 42: Chart on Type - Market share 2024-2029 (%)
Exhibits 43: Data Table on Type - Market share 2024-2029 (%)
Exhibits 44: Chart on Comparison by Type
Exhibits 45: Data Table on Comparison by Type
Exhibits 46: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits 50: Chart on Platforms - Market size and forecast 2024-2029 ($ million)
Exhibits 51: Data Table on Platforms - Market size and forecast 2024-2029 ($ million)
Exhibits 52: Chart on Platforms - Year-over-year growth 2024-2029 (%)
Exhibits 53: Data Table on Platforms - Year-over-year growth 2024-2029 (%)
Exhibits 54: Chart on Software tools - Market size and forecast 2024-2029 ($ million)
Exhibits 55: Data Table on Software tools - Market size and forecast 2024-2029 ($ million)
Exhibits 56: Chart on Software tools - Year-over-year growth 2024-2029 (%)
Exhibits 57: Data Table on Software tools - Year-over-year growth 2024-2029 (%)
Exhibits 58: Market opportunity by Type ($ million)
Exhibits 59: Data Table on Market opportunity by Type ($ million)
Exhibits 60: Chart on Deployment - Market share 2024-2029 (%)
Exhibits 61: Data Table on Deployment - Market share 2024-2029 (%)
Exhibits 62: Chart on Comparison by Deployment
Exhibits 63: Data Table on Comparison by Deployment
Exhibits 64: Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 68: Chart on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits 69: Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
Exhibits 70: Chart on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits 71: Data Table on On-premises - Year-over-year growth 2024-2029 (%)
Exhibits 72: Market opportunity by Deployment ($ million)
Exhibits 73: Data Table on Market opportunity by Deployment ($ million)
Exhibits 74: Chart on Application - Market share 2024-2029 (%)
Exhibits 75: Data Table on Application - Market share 2024-2029 (%)
Exhibits 76: Chart on Comparison by Application
Exhibits 77: Data Table on Comparison by Application
Exhibits 78: Chart on Data processing - Market size and forecast 2024-2029 ($ million)
Exhibits 79: Data Table on Data processing - Market size and forecast 2024-2029 ($ million)
Exhibits 80: Chart on Data processing - Year-over-year growth 2024-2029 (%)
Exhibits 81: Data Table on Data processing - Year-over-year growth 2024-2029 (%)
Exhibits 82: Chart on Model selection - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Model selection - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Model selection - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Model selection - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Hyperparameter tuning - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Hyperparameter tuning - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Hyperparameter tuning - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Hyperparameter tuning - Year-over-year growth 2024-2029 (%)
Exhibits 90: Market opportunity by Application ($ million)
Exhibits 91: Data Table on Market opportunity by Application ($ million)
Exhibits 92: Chart on Sector - Market share 2024-2029 (%)
Exhibits 93: Data Table on Sector - Market share 2024-2029 (%)
Exhibits 94: Chart on Comparison by Sector
Exhibits 95: Data Table on Comparison by Sector
Exhibits 96: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 97: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 98: Chart on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 99: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 100: Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 101: Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 102: Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 103: Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 104: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 105: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 106: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 107: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 108: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 109: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 111: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits 112: Market opportunity by Sector ($ million)
Exhibits 113: Data Table on Market opportunity by Sector ($ million)
Exhibits 114: Chart on End-user - Market share 2024-2029 (%)
Exhibits 115: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 116: Chart on Comparison by End-user
Exhibits 117: Data Table on Comparison by End-user
Exhibits 118: Chart on Large enterprises - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Data Table on Large enterprises - Market size and forecast 2024-2029 ($ million)
Exhibits 120: Chart on Large enterprises - Year-over-year growth 2024-2029 (%)
Exhibits 121: Data Table on Large enterprises - Year-over-year growth 2024-2029 (%)
Exhibits 122: Chart on SMEs - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Data Table on SMEs - Market size and forecast 2024-2029 ($ million)
Exhibits 124: Chart on SMEs - Year-over-year growth 2024-2029 (%)
Exhibits 125: Data Table on SMEs - Year-over-year growth 2024-2029 (%)
Exhibits 126: Market opportunity by End-user ($ million)
Exhibits 127: Data Table on Market opportunity by End-user ($ million)
Exhibits 128: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 129: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 130: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 131: Chart on Geographic comparison
Exhibits 132: Data Table on Geographic comparison
Exhibits 133: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 161: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 162: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 163: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 164: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 165: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 166: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 167: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 168: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 169: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 170: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 171: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 172: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 173: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 174: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 175: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 176: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 177: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 178: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 179: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 180: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 181: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 182: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 183: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 184: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 185: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 186: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 187: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 188: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 189: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 190: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 191: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 192: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 193: Market opportunity By Geographical Landscape ($ million)
Exhibits 194: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 195: Impact of drivers and challenges in 2024 and 2029
Exhibits 196: Overview on criticality of inputs and factors of differentiation
Exhibits 197: Overview on factors of disruption
Exhibits 198: Impact of key risks on business
Exhibits 199: Companies covered
Exhibits 200: Company ranking index
Exhibits 201: Matrix on companies position and classification
Exhibits 202: Akkio Inc. - Overview
Exhibits 203: Akkio Inc. - Product / Service
Exhibits 204: Akkio Inc. - Key offerings
Exhibits 205: SWOT
Exhibits 206: Alteryx Inc. - Overview
Exhibits 207: Alteryx Inc. - Product / Service
Exhibits 208: Alteryx Inc. - Key news
Exhibits 209: Alteryx Inc. - Key offerings
Exhibits 210: SWOT
Exhibits 211: Amazon Web Services Inc. - Overview
Exhibits 212: Amazon Web Services Inc. - Product / Service
Exhibits 213: Amazon Web Services Inc. - Key news
Exhibits 214: Amazon Web Services Inc. - Key offerings
Exhibits 215: SWOT
Exhibits 216: BigML Inc. - Overview
Exhibits 217: BigML Inc. - Product / Service
Exhibits 218: BigML Inc. - Key offerings
Exhibits 219: SWOT
Exhibits 220: Databricks Inc. - Overview
Exhibits 221: Databricks Inc. - Product / Service
Exhibits 222: Databricks Inc. - Key offerings
Exhibits 223: SWOT
Exhibits 224: Dataiku Inc. - Overview
Exhibits 225: Dataiku Inc. - Product / Service
Exhibits 226: Dataiku Inc. - Key offerings
Exhibits 227: SWOT
Exhibits 228: DataRobot Inc. - Overview
Exhibits 229: DataRobot Inc. - Product / Service
Exhibits 230: DataRobot Inc. - Key offerings
Exhibits 231: SWOT
Exhibits 232: dotData - Overview
Exhibits 233: dotData - Product / Service
Exhibits 234: dotData - Key offerings
Exhibits 235: SWOT
Exhibits 236: Google LLC - Overview
Exhibits 237: Google LLC - Product / Service
Exhibits 238: Google LLC - Key news
Exhibits 239: Google LLC - Key offerings
Exhibits 240: SWOT
Exhibits 241: H2O.ai Inc. - Overview
Exhibits 242: H2O.ai Inc. - Product / Service
Exhibits 243: H2O.ai Inc. - Key offerings
Exhibits 244: SWOT
Exhibits 245: International Business Machines Corp. - Overview
Exhibits 246: International Business Machines Corp. - Business segments
Exhibits 247: International Business Machines Corp. - Key news
Exhibits 248: International Business Machines Corp. - Key offerings
Exhibits 249: International Business Machines Corp. - Segment focus
Exhibits 250: SWOT
Exhibits 251: Microsoft Corp. - Overview
Exhibits 252: Microsoft Corp. - Business segments
Exhibits 253: Microsoft Corp. - Key news
Exhibits 254: Microsoft Corp. - Key offerings
Exhibits 255: Microsoft Corp. - Segment focus
Exhibits 256: SWOT
Exhibits 257: Oracle Corp. - Overview
Exhibits 258: Oracle Corp. - Business segments
Exhibits 259: Oracle Corp. - Key news
Exhibits 260: Oracle Corp. - Key offerings
Exhibits 261: Oracle Corp. - Segment focus
Exhibits 262: SWOT
Exhibits 263: RapidMiner Inc. - Overview
Exhibits 264: RapidMiner Inc. - Product / Service
Exhibits 265: RapidMiner Inc. - Key offerings
Exhibits 266: SWOT
Exhibits 267: Salesforce Inc. - Overview
Exhibits 268: Salesforce Inc. - Product / Service
Exhibits 269: Salesforce Inc. - Key news
Exhibits 270: Salesforce Inc. - Key offerings
Exhibits 271: SWOT
Exhibits 272: Inclusions checklist
Exhibits 273: Exclusions checklist
Exhibits 274: Currency conversion rates for US$
Exhibits 275: Research methodology
Exhibits 276: Information sources
Exhibits 277: Data validation
Exhibits 278: Validation techniques employed for market sizing
Exhibits 279: Data synthesis
Exhibits 280: 360 degree market analysis
Exhibits 281: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global automl market: Akkio Inc., Alibaba Cloud, Altair Engineering Inc., Alteryx Inc., Amazon Web Services Inc., BigML Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., dotData, Google LLC, H2O.ai Inc., International Business Machines Corp., Microsoft Corp., MLJAR, Oracle Corp., RapidMiner Inc., Salesforce Inc., TAZI AI, and Teradata Corp..

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is fusion of predictive automl with generative ai lifecycle automation."

According to the report, one of the major drivers for this market is the increasing democratization of ai amid persistent data science talent shortage.

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:

  • Akkio Inc.
  • Alibaba Cloud
  • Altair Engineering Inc.
  • Alteryx Inc.
  • Amazon Web Services Inc.
  • BigML Inc.
  • Databricks Inc.
  • Dataiku Inc.
  • DataRobot Inc.
  • dotData
  • Google LLC
  • H2O.ai Inc.
  • International Business Machines Corp.
  • Microsoft Corp.
  • MLJAR
  • Oracle Corp.
  • RapidMiner Inc.
  • Salesforce Inc.
  • TAZI AI
  • Teradata Corp.