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The global generative ai in data analytics market is forecasted to grow by USD 6.63 billion during 2025-2030, accelerating at a CAGR of 37.9% during the forecast period. The report on the global generative ai in data analytics market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.Speak directly to the analyst to clarify any post sales queries you may have.
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 demand for automated data synthesis and synthetic data generation, democratization of advanced analytics and natural language interfaces, maturation of cloud infrastructure and scalable foundation 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 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 global generative ai in data analytics market is segmented as below:
By Deployment
- Cloud-based
- On-premises
By Technology
- Machine learning
- Natural language processing
- Deep learning
- Computer vision
- Robotic process automation
By Application
- Data augmentation
- Text generation
- Anomaly detection
- Simulation and forecasting
By Geography
- North America
- US
- Canada
- Mexico
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- Europe
- Germany
- UK
- France
- Italy
- Spain
- The Netherlands
- South America
- Brazil
- Argentina
- Chile
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (RoW)
The report on the global generative ai in data analytics market covers the following areas:
- Global generative ai in data analytics market sizing
- Global generative ai in data analytics market forecast
- Global generative ai in data analytics market industry analysis
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 Geography
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Market Segmentation by Application
- 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
- Chart on Overview on criticality of inputs and factors of differentiation
- Chart on Overview on factors of disruption
- Chart on Impact of drivers and challenges in 2025 and 2030
3 Market Landscape
3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- Chart on Market characteristics analysis
- Chart on Value chain analysis
4 Market Sizing
4.1 Market definition
4.4 Market outlook: Forecast for 2025-2030
- Data Table on Offerings of companies included in the market definition
- Market segments
4.4 Market outlook: Forecast for 2025-2030
- Chart on Global - Market size and forecast 2025-2030 ($ million)
- Data Table on Global - Market size and forecast 2025-2030 ($ million)
- Chart on Global Market: Year-over-year growth 2025-2030 (%)
- Data Table on Global Market: Year-over-year growth 2025-2030 (%)
5 Historic Market Size
5.1 Global Generative AI In Data Analytics Market 2020 - 2024
- Historic Market Size - Data Table on Global Generative AI In Data Analytics Market 2020 - 2024 ($ million)
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
- Historic Market Size - Technology Segment 2020 - 2024 ($ million)
- Historic Market Size - Application Segment 2020 - 2024 ($ million)
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
- Historic Market Size - Country Segment 2020 - 2024 ($ million)
6 Qualitative Analysis
6.1 Impact of geopolitical conflicts on global generative AI in data analytics market
7 Five Forces Analysis
7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
- Bargaining power of buyers - Impact of key factors 2025 and 2030
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
- Threat of new entrants - Impact of key factors in 2025 and 2030
- Threat of substitutes - Impact of key factors in 2025 and 2030
- Threat of rivalry - Impact of key factors in 2025 and 2030
- Chart on Market condition - Five forces 2025 and 2030
8 Market Segmentation by Deployment
8.1 Market segments
- Chart on Deployment - Market share 2025-2030 (%)
- Data Table on Deployment - Market share 2025-2030 (%)
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
- Chart on Cloud-based - Market size and forecast 2025-2030 ($ million)
- Data Table on Cloud-based - Market size and forecast 2025-2030 ($ million)
- Chart on Cloud-based - Year-over-year growth 2025-2030 (%)
- Data Table on Cloud-based - Year-over-year growth 2025-2030 (%)
- Chart on On-premises - Market size and forecast 2025-2030 ($ million)
- Data Table on On-premises - Market size and forecast 2025-2030 ($ million)
- Chart on On-premises - Year-over-year growth 2025-2030 (%)
- Data Table on On-premises - Year-over-year growth 2025-2030 (%)
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)
9 Market Segmentation by Technology
9.1 Market segments
- Chart on Technology - Market share 2025-2030 (%)
- Data Table on Technology - Market share 2025-2030 (%)
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- Chart on Machine learning - Market size and forecast 2025-2030 ($ million)
- Data Table on Machine learning - Market size and forecast 2025-2030 ($ million)
- Chart on Machine learning - Year-over-year growth 2025-2030 (%)
- Data Table on Machine learning - Year-over-year growth 2025-2030 (%)
- Chart on Natural language processing - Market size and forecast 2025-2030 ($ million)
- Data Table on Natural language processing - Market size and forecast 2025-2030 ($ million)
- Chart on Natural language processing - Year-over-year growth 2025-2030 (%)
- Data Table on Natural language processing - Year-over-year growth 2025-2030 (%)
- Chart on Deep learning - Market size and forecast 2025-2030 ($ million)
- Data Table on Deep learning - Market size and forecast 2025-2030 ($ million)
- Chart on Deep learning - Year-over-year growth 2025-2030 (%)
- Data Table on Deep learning - Year-over-year growth 2025-2030 (%)
- Chart on Computer vision - Market size and forecast 2025-2030 ($ million)
- Data Table on Computer vision - Market size and forecast 2025-2030 ($ million)
- Chart on Computer vision - Year-over-year growth 2025-2030 (%)
- Data Table on Computer vision - Year-over-year growth 2025-2030 (%)
- Chart on Robotic process automation - Market size and forecast 2025-2030 ($ million)
- Data Table on Robotic process automation - Market size and forecast 2025-2030 ($ million)
- Chart on Robotic process automation - Year-over-year growth 2025-2030 (%)
- Data Table on Robotic process automation - Year-over-year growth 2025-2030 (%)
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
10 Market Segmentation by Application
10.1 Market segments
- Chart on Application - Market share 2025-2030 (%)
- Data Table on Application - Market share 2025-2030 (%)
- Chart on Comparison by Application
- Data Table on Comparison by Application
- Chart on Data augmentation - Market size and forecast 2025-2030 ($ million)
- Data Table on Data augmentation - Market size and forecast 2025-2030 ($ million)
- Chart on Data augmentation - Year-over-year growth 2025-2030 (%)
- Data Table on Data augmentation - Year-over-year growth 2025-2030 (%)
- Chart on Text generation - Market size and forecast 2025-2030 ($ million)
- Data Table on Text generation - Market size and forecast 2025-2030 ($ million)
- Chart on Text generation - Year-over-year growth 2025-2030 (%)
- Data Table on Text generation - Year-over-year growth 2025-2030 (%)
- Chart on Anomaly detection - Market size and forecast 2025-2030 ($ million)
- Data Table on Anomaly detection - Market size and forecast 2025-2030 ($ million)
- Chart on Anomaly detection - Year-over-year growth 2025-2030 (%)
- Data Table on Anomaly detection - Year-over-year growth 2025-2030 (%)
- Chart on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
- Data Table on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
- Chart on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
- Data Table on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ 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 geography 2025-2030 (%)
- Data Table on Market share by geography 2025-2030 (%)
- Chart on Geographic comparison
- Data Table on Geographic comparison
- Chart on North America - Market size and forecast 2025-2030 ($ million)
- Data Table on North America - Market size and forecast 2025-2030 ($ million)
- Chart on North America - Year-over-year growth 2025-2030 (%)
- Data Table on North America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- Chart on US - Market size and forecast 2025-2030 ($ million)
- Data Table on US - Market size and forecast 2025-2030 ($ million)
- Chart on US - Year-over-year growth 2025-2030 (%)
- Data Table on US - Year-over-year growth 2025-2030 (%)
- Chart on Canada - Market size and forecast 2025-2030 ($ million)
- Data Table on Canada - Market size and forecast 2025-2030 ($ million)
- Chart on Canada - Year-over-year growth 2025-2030 (%)
- Data Table on Canada - Year-over-year growth 2025-2030 (%)
- Chart on Mexico - Market size and forecast 2025-2030 ($ million)
- Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
- Chart on Mexico - Year-over-year growth 2025-2030 (%)
- Data Table on Mexico - Year-over-year growth 2025-2030 (%)
- Chart on APAC - Market size and forecast 2025-2030 ($ million)
- Data Table on APAC - Market size and forecast 2025-2030 ($ million)
- Chart on APAC - Year-over-year growth 2025-2030 (%)
- Data Table on APAC - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- Chart on China - Market size and forecast 2025-2030 ($ million)
- Data Table on China - Market size and forecast 2025-2030 ($ million)
- Chart on China - Year-over-year growth 2025-2030 (%)
- Data Table on China - Year-over-year growth 2025-2030 (%)
- Chart on Japan - Market size and forecast 2025-2030 ($ million)
- Data Table on Japan - Market size and forecast 2025-2030 ($ million)
- Chart on Japan - Year-over-year growth 2025-2030 (%)
- Data Table on Japan - Year-over-year growth 2025-2030 (%)
- Chart on India - Market size and forecast 2025-2030 ($ million)
- Data Table on India - Market size and forecast 2025-2030 ($ million)
- Chart on India - Year-over-year growth 2025-2030 (%)
- Data Table on India - Year-over-year growth 2025-2030 (%)
- Chart on South Korea - Market size and forecast 2025-2030 ($ million)
- Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
- Chart on South Korea - Year-over-year growth 2025-2030 (%)
- Data Table on South Korea - Year-over-year growth 2025-2030 (%)
- Chart on Australia - Market size and forecast 2025-2030 ($ million)
- Data Table on Australia - Market size and forecast 2025-2030 ($ million)
- Chart on Australia - Year-over-year growth 2025-2030 (%)
- Data Table on Australia - Year-over-year growth 2025-2030 (%)
- Chart on Indonesia - Market size and forecast 2025-2030 ($ million)
- Data Table on Indonesia - Market size and forecast 2025-2030 ($ million)
- Chart on Indonesia - Year-over-year growth 2025-2030 (%)
- Data Table on Indonesia - Year-over-year growth 2025-2030 (%)
- Chart on Europe - Market size and forecast 2025-2030 ($ million)
- Data Table on Europe - Market size and forecast 2025-2030 ($ million)
- Chart on Europe - Year-over-year growth 2025-2030 (%)
- Data Table on Europe - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- Chart on Germany - Market size and forecast 2025-2030 ($ million)
- Data Table on Germany - Market size and forecast 2025-2030 ($ million)
- Chart on Germany - Year-over-year growth 2025-2030 (%)
- Data Table on Germany - Year-over-year growth 2025-2030 (%)
- Chart on UK - Market size and forecast 2025-2030 ($ million)
- Data Table on UK - Market size and forecast 2025-2030 ($ million)
- Chart on UK - Year-over-year growth 2025-2030 (%)
- Data Table on UK - Year-over-year growth 2025-2030 (%)
- Chart on France - Market size and forecast 2025-2030 ($ million)
- Data Table on France - Market size and forecast 2025-2030 ($ million)
- Chart on France - Year-over-year growth 2025-2030 (%)
- Data Table on France - Year-over-year growth 2025-2030 (%)
- Chart on Italy - Market size and forecast 2025-2030 ($ million)
- Data Table on Italy - Market size and forecast 2025-2030 ($ million)
- Chart on Italy - Year-over-year growth 2025-2030 (%)
- Data Table on Italy - Year-over-year growth 2025-2030 (%)
- Chart on Spain - Market size and forecast 2025-2030 ($ million)
- Data Table on Spain - Market size and forecast 2025-2030 ($ million)
- Chart on Spain - Year-over-year growth 2025-2030 (%)
- Data Table on Spain - Year-over-year growth 2025-2030 (%)
- Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
- Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
- Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
- Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
- Chart on South America - Market size and forecast 2025-2030 ($ million)
- Data Table on South America - Market size and forecast 2025-2030 ($ million)
- Chart on South America - Year-over-year growth 2025-2030 (%)
- Data Table on South America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- Chart on Brazil - Market size and forecast 2025-2030 ($ million)
- Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
- Chart on Brazil - Year-over-year growth 2025-2030 (%)
- Data Table on Brazil - Year-over-year growth 2025-2030 (%)
- Chart on Argentina - Market size and forecast 2025-2030 ($ million)
- Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
- Chart on Argentina - Year-over-year growth 2025-2030 (%)
- Data Table on Argentina - Year-over-year growth 2025-2030 (%)
- Chart on Chile - Market size and forecast 2025-2030 ($ million)
- Data Table on Chile - Market size and forecast 2025-2030 ($ million)
- Chart on Chile - Year-over-year growth 2025-2030 (%)
- Data Table on Chile - Year-over-year growth 2025-2030 (%)
- Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- Chart on UAE - Market size and forecast 2025-2030 ($ million)
- Data Table on UAE - Market size and forecast 2025-2030 ($ million)
- Chart on UAE - Year-over-year growth 2025-2030 (%)
- Data Table on UAE - Year-over-year growth 2025-2030 (%)
- Chart on South Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
- Chart on South Africa - Year-over-year growth 2025-2030 (%)
- Data Table on South Africa - Year-over-year growth 2025-2030 (%)
- Chart on Israel - Market size and forecast 2025-2030 ($ million)
- Data Table on Israel - Market size and forecast 2025-2030 ($ million)
- Chart on Israel - Year-over-year growth 2025-2030 (%)
- Data Table on Israel - Year-over-year growth 2025-2030 (%)
- Chart on Turkey - Market size and forecast 2025-2030 ($ million)
- Data Table on Turkey - Market size and forecast 2025-2030 ($ million)
- Chart on Turkey - Year-over-year growth 2025-2030 (%)
- Data Table on Turkey - Year-over-year growth 2025-2030 (%)
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity
13.1 Market drivers
- Increasing demand for automated data synthesis and synthetic data generation
- Democratization of advanced analytics and natural language interfaces
- Maturation of cloud infrastructure and scalable foundation models
- Data privacy proliferation and regulatory compliance fragmentation
- Prohibitive computational costs and infrastructure scalability constraints
- Acute shortage of specialized talent and applied literacy gaps
- Impact of drivers and challenges in 2025 and 2030
- Emergence of autonomous agentic workflows in enterprise analytics
- Convergence of multimodal generative AI and spatial data analytics
- Standardization of privacy-preserving synthetic data and federated learning
14 Competitive Landscape
14.1 Overview
14.2 Competitive Landscape
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- Overview on factors of disruption
- Impact of key risks on business
15 Competitive Analysis
15.1 Companies profiled
- Companies covered
- Company ranking index
- Matrix on companies position and classification
- Accenture Plc - Overview
- Accenture Plc - Business segments
- Accenture Plc - Key news
- Accenture Plc - Key offerings
- Accenture Plc - Segment focus
- SWOT
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key offerings
- SWOT
- Atlassian Corp. - Overview
- Atlassian Corp. - Product / Service
- Atlassian Corp. - Key offerings
- SWOT
- Automatic Data Processing Inc. - Overview
- Automatic Data Processing Inc. - Business segments
- Automatic Data Processing Inc. - Key offerings
- Automatic Data Processing Inc. - Segment focus
- SWOT
- Databricks Inc. - Overview
- Databricks Inc. - Product / Service
- Databricks Inc. - Key offerings
- SWOT
- 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
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- Salesforce Inc. - Overview
- Salesforce Inc. - Business segments
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- Salesforce Inc. - Segment focus
- SWOT
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
- Siemens AG - Overview
- Siemens AG - Business segments
- Siemens AG - Key news
- Siemens AG - Key offerings
- Siemens AG - Segment focus
- SWOT
- Snowflake Inc. - Overview
- Snowflake Inc. - Business segments
- Snowflake Inc. - Key news
- Snowflake Inc. - Key offerings
- Snowflake Inc. - Segment focus
- SWOT
16 Appendix
16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- Inclusions checklist
- Exclusions checklist
- Currency conversion rates for US$
- Research methodology
- Information sources
- Data validation
- Validation techniques employed for market sizing
- Data synthesis
- 360 degree market analysis
- List of abbreviations
List of Exhibits
Exhibit 1: Executive Summary - Chart on Market Overview
Exhibit 2: Executive Summary - Data Table on Market Overview
Exhibit 3: Executive Summary - Chart on Global Market Characteristics
Exhibit 4: Executive Summary - Chart on Market by Geography
Exhibit 5: Executive Summary - Chart on Market Segmentation by Deployment
Exhibit 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibit 7: Executive Summary - Chart on Market Segmentation by Application
Exhibit 8: Executive Summary - Chart on Incremental Growth
Exhibit 9: Executive Summary - Data Table on Incremental Growth
Exhibit 10: Executive Summary - Chart on Company Market Positioning
Exhibit 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 12: Chart on Overview on criticality of inputs and factors of differentiation
Exhibit 13: Chart on Overview on factors of disruption
Exhibit 14: Chart on Impact of drivers and challenges in 2025 and 2030
Exhibit 15: Chart on Parent Market
Exhibit 16: Data Table on - Parent Market
Exhibit 17: Chart on Market characteristics analysis
Exhibit 18: Chart on Value chain analysis
Exhibit 19: Data Table on Offerings of companies included in the market definition
Exhibit 20: Market segments
Exhibit 21: Chart on Global - Market size and forecast 2025-2030 ($ million)
Exhibit 22: Data Table on Global - Market size and forecast 2025-2030 ($ million)
Exhibit 23: Chart on Global Market: Year-over-year growth 2025-2030 (%)
Exhibit 24: Data Table on Global Market: Year-over-year growth 2025-2030 (%)
Exhibit 25: Historic Market Size - Data Table on Global Generative AI In Data Analytics Market 2020 - 2024 ($ million)
Exhibit 26: Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
Exhibit 27: Historic Market Size - Technology Segment 2020 - 2024 ($ million)
Exhibit 28: Historic Market Size - Application Segment 2020 - 2024 ($ million)
Exhibit 29: Historic Market Size - Geography Segment 2020 - 2024 ($ million)
Exhibit 30: Historic Market Size - Country Segment 2020 - 2024 ($ million)
Exhibit 31: Five forces analysis - Comparison between 2025 and 2030
Exhibit 32: Bargaining power of buyers - Impact of key factors 2025 and 2030
Exhibit 33: Bargaining power of suppliers - Impact of key factors in 2025 and 2030
Exhibit 34: Threat of new entrants - Impact of key factors in 2025 and 2030
Exhibit 35: Threat of substitutes - Impact of key factors in 2025 and 2030
Exhibit 36: Threat of rivalry - Impact of key factors in 2025 and 2030
Exhibit 37: Chart on Market condition - Five forces 2025 and 2030
Exhibit 38: Chart on Deployment - Market share 2025-2030 (%)
Exhibit 39: Data Table on Deployment - Market share 2025-2030 (%)
Exhibit 40: Chart on Comparison by Deployment
Exhibit 41: Data Table on Comparison by Deployment
Exhibit 42: Chart on Cloud-based - Market size and forecast 2025-2030 ($ million)
Exhibit 43: Data Table on Cloud-based - Market size and forecast 2025-2030 ($ million)
Exhibit 44: Chart on Cloud-based - Year-over-year growth 2025-2030 (%)
Exhibit 45: Data Table on Cloud-based - Year-over-year growth 2025-2030 (%)
Exhibit 46: Chart on On-premises - Market size and forecast 2025-2030 ($ million)
Exhibit 47: Data Table on On-premises - Market size and forecast 2025-2030 ($ million)
Exhibit 48: Chart on On-premises - Year-over-year growth 2025-2030 (%)
Exhibit 49: Data Table on On-premises - Year-over-year growth 2025-2030 (%)
Exhibit 50: Market opportunity by Deployment ($ million)
Exhibit 51: Data Table on Market opportunity by Deployment ($ million)
Exhibit 52: Chart on Technology - Market share 2025-2030 (%)
Exhibit 53: Data Table on Technology - Market share 2025-2030 (%)
Exhibit 54: Chart on Comparison by Technology
Exhibit 55: Data Table on Comparison by Technology
Exhibit 56: Chart on Machine learning - Market size and forecast 2025-2030 ($ million)
Exhibit 57: Data Table on Machine learning - Market size and forecast 2025-2030 ($ million)
Exhibit 58: Chart on Machine learning - Year-over-year growth 2025-2030 (%)
Exhibit 59: Data Table on Machine learning - Year-over-year growth 2025-2030 (%)
Exhibit 60: Chart on Natural language processing - Market size and forecast 2025-2030 ($ million)
Exhibit 61: Data Table on Natural language processing - Market size and forecast 2025-2030 ($ million)
Exhibit 62: Chart on Natural language processing - Year-over-year growth 2025-2030 (%)
Exhibit 63: Data Table on Natural language processing - Year-over-year growth 2025-2030 (%)
Exhibit 64: Chart on Deep learning - Market size and forecast 2025-2030 ($ million)
Exhibit 65: Data Table on Deep learning - Market size and forecast 2025-2030 ($ million)
Exhibit 66: Chart on Deep learning - Year-over-year growth 2025-2030 (%)
Exhibit 67: Data Table on Deep learning - Year-over-year growth 2025-2030 (%)
Exhibit 68: Chart on Computer vision - Market size and forecast 2025-2030 ($ million)
Exhibit 69: Data Table on Computer vision - Market size and forecast 2025-2030 ($ million)
Exhibit 70: Chart on Computer vision - Year-over-year growth 2025-2030 (%)
Exhibit 71: Data Table on Computer vision - Year-over-year growth 2025-2030 (%)
Exhibit 72: Chart on Robotic process automation - Market size and forecast 2025-2030 ($ million)
Exhibit 73: Data Table on Robotic process automation - Market size and forecast 2025-2030 ($ million)
Exhibit 74: Chart on Robotic process automation - Year-over-year growth 2025-2030 (%)
Exhibit 75: Data Table on Robotic process automation - Year-over-year growth 2025-2030 (%)
Exhibit 76: Market opportunity by Technology ($ million)
Exhibit 77: Data Table on Market opportunity by Technology ($ million)
Exhibit 78: Chart on Application - Market share 2025-2030 (%)
Exhibit 79: Data Table on Application - Market share 2025-2030 (%)
Exhibit 80: Chart on Comparison by Application
Exhibit 81: Data Table on Comparison by Application
Exhibit 82: Chart on Data augmentation - Market size and forecast 2025-2030 ($ million)
Exhibit 83: Data Table on Data augmentation - Market size and forecast 2025-2030 ($ million)
Exhibit 84: Chart on Data augmentation - Year-over-year growth 2025-2030 (%)
Exhibit 85: Data Table on Data augmentation - Year-over-year growth 2025-2030 (%)
Exhibit 86: Chart on Text generation - Market size and forecast 2025-2030 ($ million)
Exhibit 87: Data Table on Text generation - Market size and forecast 2025-2030 ($ million)
Exhibit 88: Chart on Text generation - Year-over-year growth 2025-2030 (%)
Exhibit 89: Data Table on Text generation - Year-over-year growth 2025-2030 (%)
Exhibit 90: Chart on Anomaly detection - Market size and forecast 2025-2030 ($ million)
Exhibit 91: Data Table on Anomaly detection - Market size and forecast 2025-2030 ($ million)
Exhibit 92: Chart on Anomaly detection - Year-over-year growth 2025-2030 (%)
Exhibit 93: Data Table on Anomaly detection - Year-over-year growth 2025-2030 (%)
Exhibit 94: Chart on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
Exhibit 95: Data Table on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
Exhibit 96: Chart on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
Exhibit 97: Data Table on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
Exhibit 98: Market opportunity by Application ($ million)
Exhibit 99: Data Table on Market opportunity by Application ($ million)
Exhibit 100: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 101: Chart on Market share by geography 2025-2030 (%)
Exhibit 102: Data Table on Market share by geography 2025-2030 (%)
Exhibit 103: Chart on Geographic comparison
Exhibit 104: Data Table on Geographic comparison
Exhibit 105: Chart on North America - Market size and forecast 2025-2030 ($ million)
Exhibit 106: Data Table on North America - Market size and forecast 2025-2030 ($ million)
Exhibit 107: Chart on North America - Year-over-year growth 2025-2030 (%)
Exhibit 108: Data Table on North America - Year-over-year growth 2025-2030 (%)
Exhibit 109: Chart on Regional Comparison - North America
Exhibit 110: Data Table on Regional Comparison - North America
Exhibit 111: Chart on US - Market size and forecast 2025-2030 ($ million)
Exhibit 112: Data Table on US - Market size and forecast 2025-2030 ($ million)
Exhibit 113: Chart on US - Year-over-year growth 2025-2030 (%)
Exhibit 114: Data Table on US - Year-over-year growth 2025-2030 (%)
Exhibit 115: Chart on Canada - Market size and forecast 2025-2030 ($ million)
Exhibit 116: Data Table on Canada - Market size and forecast 2025-2030 ($ million)
Exhibit 117: Chart on Canada - Year-over-year growth 2025-2030 (%)
Exhibit 118: Data Table on Canada - Year-over-year growth 2025-2030 (%)
Exhibit 119: Chart on Mexico - Market size and forecast 2025-2030 ($ million)
Exhibit 120: Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
Exhibit 121: Chart on Mexico - Year-over-year growth 2025-2030 (%)
Exhibit 122: Data Table on Mexico - Year-over-year growth 2025-2030 (%)
Exhibit 123: Chart on APAC - Market size and forecast 2025-2030 ($ million)
Exhibit 124: Data Table on APAC - Market size and forecast 2025-2030 ($ million)
Exhibit 125: Chart on APAC - Year-over-year growth 2025-2030 (%)
Exhibit 126: Data Table on APAC - Year-over-year growth 2025-2030 (%)
Exhibit 127: Chart on Regional Comparison - APAC
Exhibit 128: Data Table on Regional Comparison - APAC
Exhibit 129: Chart on China - Market size and forecast 2025-2030 ($ million)
Exhibit 130: Data Table on China - Market size and forecast 2025-2030 ($ million)
Exhibit 131: Chart on China - Year-over-year growth 2025-2030 (%)
Exhibit 132: Data Table on China - Year-over-year growth 2025-2030 (%)
Exhibit 133: Chart on Japan - Market size and forecast 2025-2030 ($ million)
Exhibit 134: Data Table on Japan - Market size and forecast 2025-2030 ($ million)
Exhibit 135: Chart on Japan - Year-over-year growth 2025-2030 (%)
Exhibit 136: Data Table on Japan - Year-over-year growth 2025-2030 (%)
Exhibit 137: Chart on India - Market size and forecast 2025-2030 ($ million)
Exhibit 138: Data Table on India - Market size and forecast 2025-2030 ($ million)
Exhibit 139: Chart on India - Year-over-year growth 2025-2030 (%)
Exhibit 140: Data Table on India - Year-over-year growth 2025-2030 (%)
Exhibit 141: Chart on South Korea - Market size and forecast 2025-2030 ($ million)
Exhibit 142: Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
Exhibit 143: Chart on South Korea - Year-over-year growth 2025-2030 (%)
Exhibit 144: Data Table on South Korea - Year-over-year growth 2025-2030 (%)
Exhibit 145: Chart on Australia - Market size and forecast 2025-2030 ($ million)
Exhibit 146: Data Table on Australia - Market size and forecast 2025-2030 ($ million)
Exhibit 147: Chart on Australia - Year-over-year growth 2025-2030 (%)
Exhibit 148: Data Table on Australia - Year-over-year growth 2025-2030 (%)
Exhibit 149: Chart on Indonesia - Market size and forecast 2025-2030 ($ million)
Exhibit 150: Data Table on Indonesia - Market size and forecast 2025-2030 ($ million)
Exhibit 151: Chart on Indonesia - Year-over-year growth 2025-2030 (%)
Exhibit 152: Data Table on Indonesia - Year-over-year growth 2025-2030 (%)
Exhibit 153: Chart on Europe - Market size and forecast 2025-2030 ($ million)
Exhibit 154: Data Table on Europe - Market size and forecast 2025-2030 ($ million)
Exhibit 155: Chart on Europe - Year-over-year growth 2025-2030 (%)
Exhibit 156: Data Table on Europe - Year-over-year growth 2025-2030 (%)
Exhibit 157: Chart on Regional Comparison - Europe
Exhibit 158: Data Table on Regional Comparison - Europe
Exhibit 159: Chart on Germany - Market size and forecast 2025-2030 ($ million)
Exhibit 160: Data Table on Germany - Market size and forecast 2025-2030 ($ million)
Exhibit 161: Chart on Germany - Year-over-year growth 2025-2030 (%)
Exhibit 162: Data Table on Germany - Year-over-year growth 2025-2030 (%)
Exhibit 163: Chart on UK - Market size and forecast 2025-2030 ($ million)
Exhibit 164: Data Table on UK - Market size and forecast 2025-2030 ($ million)
Exhibit 165: Chart on UK - Year-over-year growth 2025-2030 (%)
Exhibit 166: Data Table on UK - Year-over-year growth 2025-2030 (%)
Exhibit 167: Chart on France - Market size and forecast 2025-2030 ($ million)
Exhibit 168: Data Table on France - Market size and forecast 2025-2030 ($ million)
Exhibit 169: Chart on France - Year-over-year growth 2025-2030 (%)
Exhibit 170: Data Table on France - Year-over-year growth 2025-2030 (%)
Exhibit 171: Chart on Italy - Market size and forecast 2025-2030 ($ million)
Exhibit 172: Data Table on Italy - Market size and forecast 2025-2030 ($ million)
Exhibit 173: Chart on Italy - Year-over-year growth 2025-2030 (%)
Exhibit 174: Data Table on Italy - Year-over-year growth 2025-2030 (%)
Exhibit 175: Chart on Spain - Market size and forecast 2025-2030 ($ million)
Exhibit 176: Data Table on Spain - Market size and forecast 2025-2030 ($ million)
Exhibit 177: Chart on Spain - Year-over-year growth 2025-2030 (%)
Exhibit 178: Data Table on Spain - Year-over-year growth 2025-2030 (%)
Exhibit 179: Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
Exhibit 180: Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
Exhibit 181: Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
Exhibit 182: Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
Exhibit 183: Chart on South America - Market size and forecast 2025-2030 ($ million)
Exhibit 184: Data Table on South America - Market size and forecast 2025-2030 ($ million)
Exhibit 185: Chart on South America - Year-over-year growth 2025-2030 (%)
Exhibit 186: Data Table on South America - Year-over-year growth 2025-2030 (%)
Exhibit 187: Chart on Regional Comparison - South America
Exhibit 188: Data Table on Regional Comparison - South America
Exhibit 189: Chart on Brazil - Market size and forecast 2025-2030 ($ million)
Exhibit 190: Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
Exhibit 191: Chart on Brazil - Year-over-year growth 2025-2030 (%)
Exhibit 192: Data Table on Brazil - Year-over-year growth 2025-2030 (%)
Exhibit 193: Chart on Argentina - Market size and forecast 2025-2030 ($ million)
Exhibit 194: Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
Exhibit 195: Chart on Argentina - Year-over-year growth 2025-2030 (%)
Exhibit 196: Data Table on Argentina - Year-over-year growth 2025-2030 (%)
Exhibit 197: Chart on Chile - Market size and forecast 2025-2030 ($ million)
Exhibit 198: Data Table on Chile - Market size and forecast 2025-2030 ($ million)
Exhibit 199: Chart on Chile - Year-over-year growth 2025-2030 (%)
Exhibit 200: Data Table on Chile - Year-over-year growth 2025-2030 (%)
Exhibit 201: Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 202: Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 203: Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
Exhibit 204: Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
Exhibit 205: Chart on Regional Comparison - Middle East and Africa
Exhibit 206: Data Table on Regional Comparison - Middle East and Africa
Exhibit 207: Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
Exhibit 208: Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
Exhibit 209: Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
Exhibit 210: Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
Exhibit 211: Chart on UAE - Market size and forecast 2025-2030 ($ million)
Exhibit 212: Data Table on UAE - Market size and forecast 2025-2030 ($ million)
Exhibit 213: Chart on UAE - Year-over-year growth 2025-2030 (%)
Exhibit 214: Data Table on UAE - Year-over-year growth 2025-2030 (%)
Exhibit 215: Chart on South Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 216: Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 217: Chart on South Africa - Year-over-year growth 2025-2030 (%)
Exhibit 218: Data Table on South Africa - Year-over-year growth 2025-2030 (%)
Exhibit 219: Chart on Israel - Market size and forecast 2025-2030 ($ million)
Exhibit 220: Data Table on Israel - Market size and forecast 2025-2030 ($ million)
Exhibit 221: Chart on Israel - Year-over-year growth 2025-2030 (%)
Exhibit 222: Data Table on Israel - Year-over-year growth 2025-2030 (%)
Exhibit 223: Chart on Turkey - Market size and forecast 2025-2030 ($ million)
Exhibit 224: Data Table on Turkey - Market size and forecast 2025-2030 ($ million)
Exhibit 225: Chart on Turkey - Year-over-year growth 2025-2030 (%)
Exhibit 226: Data Table on Turkey - Year-over-year growth 2025-2030 (%)
Exhibit 227: Market opportunity by geography ($ million)
Exhibit 228: Data Tables on Market opportunity by geography ($ million)
Exhibit 229: Impact of drivers and challenges in 2025 and 2030
Exhibit 230: Overview on criticality of inputs and factors of differentiation
Exhibit 231: Overview on factors of disruption
Exhibit 232: Impact of key risks on business
Exhibit 233: Companies covered
Exhibit 234: Company ranking index
Exhibit 235: Matrix on companies position and classification
Exhibit 236: Accenture Plc - Overview
Exhibit 237: Accenture Plc - Business segments
Exhibit 238: Accenture Plc - Key news
Exhibit 239: Accenture Plc - Key offerings
Exhibit 240: Accenture Plc - Segment focus
Exhibit 241: SWOT
Exhibit 242: Amazon Web Services Inc. - Overview
Exhibit 243: Amazon Web Services Inc. - Product / Service
Exhibit 244: Amazon Web Services Inc. - Key offerings
Exhibit 245: SWOT
Exhibit 246: Atlassian Corp. - Overview
Exhibit 247: Atlassian Corp. - Product / Service
Exhibit 248: Atlassian Corp. - Key offerings
Exhibit 249: SWOT
Exhibit 250: Automatic Data Processing Inc. - Overview
Exhibit 251: Automatic Data Processing Inc. - Business segments
Exhibit 252: Automatic Data Processing Inc. - Key offerings
Exhibit 253: Automatic Data Processing Inc. - Segment focus
Exhibit 254: SWOT
Exhibit 255: Databricks Inc. - Overview
Exhibit 256: Databricks Inc. - Product / Service
Exhibit 257: Databricks Inc. - Key offerings
Exhibit 258: SWOT
Exhibit 259: Dell Technologies Inc. - Overview
Exhibit 260: Dell Technologies Inc. - Business segments
Exhibit 261: Dell Technologies Inc. - Key news
Exhibit 262: Dell Technologies Inc. - Key offerings
Exhibit 263: Dell Technologies Inc. - Segment focus
Exhibit 264: SWOT
Exhibit 265: Google LLC - Overview
Exhibit 266: Google LLC - Product / Service
Exhibit 267: Google LLC - Key offerings
Exhibit 268: SWOT
Exhibit 269: IBM Corp. - Overview
Exhibit 270: IBM Corp. - Business segments
Exhibit 271: IBM Corp. - Key news
Exhibit 272: IBM Corp. - Key offerings
Exhibit 273: IBM Corp. - Segment focus
Exhibit 274: SWOT
Exhibit 275: Microsoft Corp. - Overview
Exhibit 276: Microsoft Corp. - Business segments
Exhibit 277: Microsoft Corp. - Key news
Exhibit 278: Microsoft Corp. - Key offerings
Exhibit 279: Microsoft Corp. - Segment focus
Exhibit 280: SWOT
Exhibit 281: NVIDIA Corp. - Overview
Exhibit 282: NVIDIA Corp. - Business segments
Exhibit 283: NVIDIA Corp. - Key news
Exhibit 284: NVIDIA Corp. - Key offerings
Exhibit 285: NVIDIA Corp. - Segment focus
Exhibit 286: SWOT
Exhibit 287: Oracle Corp. - Overview
Exhibit 288: Oracle Corp. - Business segments
Exhibit 289: Oracle Corp. - Key news
Exhibit 290: Oracle Corp. - Key offerings
Exhibit 291: Oracle Corp. - Segment focus
Exhibit 292: SWOT
Exhibit 293: Salesforce Inc. - Overview
Exhibit 294: Salesforce Inc. - Business segments
Exhibit 295: Salesforce Inc. - Key news
Exhibit 296: Salesforce Inc. - Key offerings
Exhibit 297: Salesforce Inc. - Segment focus
Exhibit 298: SWOT
Exhibit 299: SAP SE - Overview
Exhibit 300: SAP SE - Business segments
Exhibit 301: SAP SE - Key news
Exhibit 302: SAP SE - Key offerings
Exhibit 303: SAP SE - Segment focus
Exhibit 304: SWOT
Exhibit 305: Siemens AG - Overview
Exhibit 306: Siemens AG - Business segments
Exhibit 307: Siemens AG - Key news
Exhibit 308: Siemens AG - Key offerings
Exhibit 309: Siemens AG - Segment focus
Exhibit 310: SWOT
Exhibit 311: Snowflake Inc. - Overview
Exhibit 312: Snowflake Inc. - Business segments
Exhibit 313: Snowflake Inc. - Key news
Exhibit 314: Snowflake Inc. - Key offerings
Exhibit 315: Snowflake Inc. - Segment focus
Exhibit 316: SWOT
Exhibit 317: Inclusions checklist
Exhibit 318: Exclusions checklist
Exhibit 319: Currency conversion rates for US$
Exhibit 320: Research methodology
Exhibit 321: Information sources
Exhibit 322: Data validation
Exhibit 323: Validation techniques employed for market sizing
Exhibit 324: Data synthesis
Exhibit 325: 360 degree market analysis
Exhibit 326: List of abbreviations
Exhibit 2: Executive Summary - Data Table on Market Overview
Exhibit 3: Executive Summary - Chart on Global Market Characteristics
Exhibit 4: Executive Summary - Chart on Market by Geography
Exhibit 5: Executive Summary - Chart on Market Segmentation by Deployment
Exhibit 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibit 7: Executive Summary - Chart on Market Segmentation by Application
Exhibit 8: Executive Summary - Chart on Incremental Growth
Exhibit 9: Executive Summary - Data Table on Incremental Growth
Exhibit 10: Executive Summary - Chart on Company Market Positioning
Exhibit 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 12: Chart on Overview on criticality of inputs and factors of differentiation
Exhibit 13: Chart on Overview on factors of disruption
Exhibit 14: Chart on Impact of drivers and challenges in 2025 and 2030
Exhibit 15: Chart on Parent Market
Exhibit 16: Data Table on - Parent Market
Exhibit 17: Chart on Market characteristics analysis
Exhibit 18: Chart on Value chain analysis
Exhibit 19: Data Table on Offerings of companies included in the market definition
Exhibit 20: Market segments
Exhibit 21: Chart on Global - Market size and forecast 2025-2030 ($ million)
Exhibit 22: Data Table on Global - Market size and forecast 2025-2030 ($ million)
Exhibit 23: Chart on Global Market: Year-over-year growth 2025-2030 (%)
Exhibit 24: Data Table on Global Market: Year-over-year growth 2025-2030 (%)
Exhibit 25: Historic Market Size - Data Table on Global Generative AI In Data Analytics Market 2020 - 2024 ($ million)
Exhibit 26: Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
Exhibit 27: Historic Market Size - Technology Segment 2020 - 2024 ($ million)
Exhibit 28: Historic Market Size - Application Segment 2020 - 2024 ($ million)
Exhibit 29: Historic Market Size - Geography Segment 2020 - 2024 ($ million)
Exhibit 30: Historic Market Size - Country Segment 2020 - 2024 ($ million)
Exhibit 31: Five forces analysis - Comparison between 2025 and 2030
Exhibit 32: Bargaining power of buyers - Impact of key factors 2025 and 2030
Exhibit 33: Bargaining power of suppliers - Impact of key factors in 2025 and 2030
Exhibit 34: Threat of new entrants - Impact of key factors in 2025 and 2030
Exhibit 35: Threat of substitutes - Impact of key factors in 2025 and 2030
Exhibit 36: Threat of rivalry - Impact of key factors in 2025 and 2030
Exhibit 37: Chart on Market condition - Five forces 2025 and 2030
Exhibit 38: Chart on Deployment - Market share 2025-2030 (%)
Exhibit 39: Data Table on Deployment - Market share 2025-2030 (%)
Exhibit 40: Chart on Comparison by Deployment
Exhibit 41: Data Table on Comparison by Deployment
Exhibit 42: Chart on Cloud-based - Market size and forecast 2025-2030 ($ million)
Exhibit 43: Data Table on Cloud-based - Market size and forecast 2025-2030 ($ million)
Exhibit 44: Chart on Cloud-based - Year-over-year growth 2025-2030 (%)
Exhibit 45: Data Table on Cloud-based - Year-over-year growth 2025-2030 (%)
Exhibit 46: Chart on On-premises - Market size and forecast 2025-2030 ($ million)
Exhibit 47: Data Table on On-premises - Market size and forecast 2025-2030 ($ million)
Exhibit 48: Chart on On-premises - Year-over-year growth 2025-2030 (%)
Exhibit 49: Data Table on On-premises - Year-over-year growth 2025-2030 (%)
Exhibit 50: Market opportunity by Deployment ($ million)
Exhibit 51: Data Table on Market opportunity by Deployment ($ million)
Exhibit 52: Chart on Technology - Market share 2025-2030 (%)
Exhibit 53: Data Table on Technology - Market share 2025-2030 (%)
Exhibit 54: Chart on Comparison by Technology
Exhibit 55: Data Table on Comparison by Technology
Exhibit 56: Chart on Machine learning - Market size and forecast 2025-2030 ($ million)
Exhibit 57: Data Table on Machine learning - Market size and forecast 2025-2030 ($ million)
Exhibit 58: Chart on Machine learning - Year-over-year growth 2025-2030 (%)
Exhibit 59: Data Table on Machine learning - Year-over-year growth 2025-2030 (%)
Exhibit 60: Chart on Natural language processing - Market size and forecast 2025-2030 ($ million)
Exhibit 61: Data Table on Natural language processing - Market size and forecast 2025-2030 ($ million)
Exhibit 62: Chart on Natural language processing - Year-over-year growth 2025-2030 (%)
Exhibit 63: Data Table on Natural language processing - Year-over-year growth 2025-2030 (%)
Exhibit 64: Chart on Deep learning - Market size and forecast 2025-2030 ($ million)
Exhibit 65: Data Table on Deep learning - Market size and forecast 2025-2030 ($ million)
Exhibit 66: Chart on Deep learning - Year-over-year growth 2025-2030 (%)
Exhibit 67: Data Table on Deep learning - Year-over-year growth 2025-2030 (%)
Exhibit 68: Chart on Computer vision - Market size and forecast 2025-2030 ($ million)
Exhibit 69: Data Table on Computer vision - Market size and forecast 2025-2030 ($ million)
Exhibit 70: Chart on Computer vision - Year-over-year growth 2025-2030 (%)
Exhibit 71: Data Table on Computer vision - Year-over-year growth 2025-2030 (%)
Exhibit 72: Chart on Robotic process automation - Market size and forecast 2025-2030 ($ million)
Exhibit 73: Data Table on Robotic process automation - Market size and forecast 2025-2030 ($ million)
Exhibit 74: Chart on Robotic process automation - Year-over-year growth 2025-2030 (%)
Exhibit 75: Data Table on Robotic process automation - Year-over-year growth 2025-2030 (%)
Exhibit 76: Market opportunity by Technology ($ million)
Exhibit 77: Data Table on Market opportunity by Technology ($ million)
Exhibit 78: Chart on Application - Market share 2025-2030 (%)
Exhibit 79: Data Table on Application - Market share 2025-2030 (%)
Exhibit 80: Chart on Comparison by Application
Exhibit 81: Data Table on Comparison by Application
Exhibit 82: Chart on Data augmentation - Market size and forecast 2025-2030 ($ million)
Exhibit 83: Data Table on Data augmentation - Market size and forecast 2025-2030 ($ million)
Exhibit 84: Chart on Data augmentation - Year-over-year growth 2025-2030 (%)
Exhibit 85: Data Table on Data augmentation - Year-over-year growth 2025-2030 (%)
Exhibit 86: Chart on Text generation - Market size and forecast 2025-2030 ($ million)
Exhibit 87: Data Table on Text generation - Market size and forecast 2025-2030 ($ million)
Exhibit 88: Chart on Text generation - Year-over-year growth 2025-2030 (%)
Exhibit 89: Data Table on Text generation - Year-over-year growth 2025-2030 (%)
Exhibit 90: Chart on Anomaly detection - Market size and forecast 2025-2030 ($ million)
Exhibit 91: Data Table on Anomaly detection - Market size and forecast 2025-2030 ($ million)
Exhibit 92: Chart on Anomaly detection - Year-over-year growth 2025-2030 (%)
Exhibit 93: Data Table on Anomaly detection - Year-over-year growth 2025-2030 (%)
Exhibit 94: Chart on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
Exhibit 95: Data Table on Simulation and forecasting - Market size and forecast 2025-2030 ($ million)
Exhibit 96: Chart on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
Exhibit 97: Data Table on Simulation and forecasting - Year-over-year growth 2025-2030 (%)
Exhibit 98: Market opportunity by Application ($ million)
Exhibit 99: Data Table on Market opportunity by Application ($ million)
Exhibit 100: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 101: Chart on Market share by geography 2025-2030 (%)
Exhibit 102: Data Table on Market share by geography 2025-2030 (%)
Exhibit 103: Chart on Geographic comparison
Exhibit 104: Data Table on Geographic comparison
Exhibit 105: Chart on North America - Market size and forecast 2025-2030 ($ million)
Exhibit 106: Data Table on North America - Market size and forecast 2025-2030 ($ million)
Exhibit 107: Chart on North America - Year-over-year growth 2025-2030 (%)
Exhibit 108: Data Table on North America - Year-over-year growth 2025-2030 (%)
Exhibit 109: Chart on Regional Comparison - North America
Exhibit 110: Data Table on Regional Comparison - North America
Exhibit 111: Chart on US - Market size and forecast 2025-2030 ($ million)
Exhibit 112: Data Table on US - Market size and forecast 2025-2030 ($ million)
Exhibit 113: Chart on US - Year-over-year growth 2025-2030 (%)
Exhibit 114: Data Table on US - Year-over-year growth 2025-2030 (%)
Exhibit 115: Chart on Canada - Market size and forecast 2025-2030 ($ million)
Exhibit 116: Data Table on Canada - Market size and forecast 2025-2030 ($ million)
Exhibit 117: Chart on Canada - Year-over-year growth 2025-2030 (%)
Exhibit 118: Data Table on Canada - Year-over-year growth 2025-2030 (%)
Exhibit 119: Chart on Mexico - Market size and forecast 2025-2030 ($ million)
Exhibit 120: Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
Exhibit 121: Chart on Mexico - Year-over-year growth 2025-2030 (%)
Exhibit 122: Data Table on Mexico - Year-over-year growth 2025-2030 (%)
Exhibit 123: Chart on APAC - Market size and forecast 2025-2030 ($ million)
Exhibit 124: Data Table on APAC - Market size and forecast 2025-2030 ($ million)
Exhibit 125: Chart on APAC - Year-over-year growth 2025-2030 (%)
Exhibit 126: Data Table on APAC - Year-over-year growth 2025-2030 (%)
Exhibit 127: Chart on Regional Comparison - APAC
Exhibit 128: Data Table on Regional Comparison - APAC
Exhibit 129: Chart on China - Market size and forecast 2025-2030 ($ million)
Exhibit 130: Data Table on China - Market size and forecast 2025-2030 ($ million)
Exhibit 131: Chart on China - Year-over-year growth 2025-2030 (%)
Exhibit 132: Data Table on China - Year-over-year growth 2025-2030 (%)
Exhibit 133: Chart on Japan - Market size and forecast 2025-2030 ($ million)
Exhibit 134: Data Table on Japan - Market size and forecast 2025-2030 ($ million)
Exhibit 135: Chart on Japan - Year-over-year growth 2025-2030 (%)
Exhibit 136: Data Table on Japan - Year-over-year growth 2025-2030 (%)
Exhibit 137: Chart on India - Market size and forecast 2025-2030 ($ million)
Exhibit 138: Data Table on India - Market size and forecast 2025-2030 ($ million)
Exhibit 139: Chart on India - Year-over-year growth 2025-2030 (%)
Exhibit 140: Data Table on India - Year-over-year growth 2025-2030 (%)
Exhibit 141: Chart on South Korea - Market size and forecast 2025-2030 ($ million)
Exhibit 142: Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
Exhibit 143: Chart on South Korea - Year-over-year growth 2025-2030 (%)
Exhibit 144: Data Table on South Korea - Year-over-year growth 2025-2030 (%)
Exhibit 145: Chart on Australia - Market size and forecast 2025-2030 ($ million)
Exhibit 146: Data Table on Australia - Market size and forecast 2025-2030 ($ million)
Exhibit 147: Chart on Australia - Year-over-year growth 2025-2030 (%)
Exhibit 148: Data Table on Australia - Year-over-year growth 2025-2030 (%)
Exhibit 149: Chart on Indonesia - Market size and forecast 2025-2030 ($ million)
Exhibit 150: Data Table on Indonesia - Market size and forecast 2025-2030 ($ million)
Exhibit 151: Chart on Indonesia - Year-over-year growth 2025-2030 (%)
Exhibit 152: Data Table on Indonesia - Year-over-year growth 2025-2030 (%)
Exhibit 153: Chart on Europe - Market size and forecast 2025-2030 ($ million)
Exhibit 154: Data Table on Europe - Market size and forecast 2025-2030 ($ million)
Exhibit 155: Chart on Europe - Year-over-year growth 2025-2030 (%)
Exhibit 156: Data Table on Europe - Year-over-year growth 2025-2030 (%)
Exhibit 157: Chart on Regional Comparison - Europe
Exhibit 158: Data Table on Regional Comparison - Europe
Exhibit 159: Chart on Germany - Market size and forecast 2025-2030 ($ million)
Exhibit 160: Data Table on Germany - Market size and forecast 2025-2030 ($ million)
Exhibit 161: Chart on Germany - Year-over-year growth 2025-2030 (%)
Exhibit 162: Data Table on Germany - Year-over-year growth 2025-2030 (%)
Exhibit 163: Chart on UK - Market size and forecast 2025-2030 ($ million)
Exhibit 164: Data Table on UK - Market size and forecast 2025-2030 ($ million)
Exhibit 165: Chart on UK - Year-over-year growth 2025-2030 (%)
Exhibit 166: Data Table on UK - Year-over-year growth 2025-2030 (%)
Exhibit 167: Chart on France - Market size and forecast 2025-2030 ($ million)
Exhibit 168: Data Table on France - Market size and forecast 2025-2030 ($ million)
Exhibit 169: Chart on France - Year-over-year growth 2025-2030 (%)
Exhibit 170: Data Table on France - Year-over-year growth 2025-2030 (%)
Exhibit 171: Chart on Italy - Market size and forecast 2025-2030 ($ million)
Exhibit 172: Data Table on Italy - Market size and forecast 2025-2030 ($ million)
Exhibit 173: Chart on Italy - Year-over-year growth 2025-2030 (%)
Exhibit 174: Data Table on Italy - Year-over-year growth 2025-2030 (%)
Exhibit 175: Chart on Spain - Market size and forecast 2025-2030 ($ million)
Exhibit 176: Data Table on Spain - Market size and forecast 2025-2030 ($ million)
Exhibit 177: Chart on Spain - Year-over-year growth 2025-2030 (%)
Exhibit 178: Data Table on Spain - Year-over-year growth 2025-2030 (%)
Exhibit 179: Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
Exhibit 180: Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
Exhibit 181: Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
Exhibit 182: Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
Exhibit 183: Chart on South America - Market size and forecast 2025-2030 ($ million)
Exhibit 184: Data Table on South America - Market size and forecast 2025-2030 ($ million)
Exhibit 185: Chart on South America - Year-over-year growth 2025-2030 (%)
Exhibit 186: Data Table on South America - Year-over-year growth 2025-2030 (%)
Exhibit 187: Chart on Regional Comparison - South America
Exhibit 188: Data Table on Regional Comparison - South America
Exhibit 189: Chart on Brazil - Market size and forecast 2025-2030 ($ million)
Exhibit 190: Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
Exhibit 191: Chart on Brazil - Year-over-year growth 2025-2030 (%)
Exhibit 192: Data Table on Brazil - Year-over-year growth 2025-2030 (%)
Exhibit 193: Chart on Argentina - Market size and forecast 2025-2030 ($ million)
Exhibit 194: Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
Exhibit 195: Chart on Argentina - Year-over-year growth 2025-2030 (%)
Exhibit 196: Data Table on Argentina - Year-over-year growth 2025-2030 (%)
Exhibit 197: Chart on Chile - Market size and forecast 2025-2030 ($ million)
Exhibit 198: Data Table on Chile - Market size and forecast 2025-2030 ($ million)
Exhibit 199: Chart on Chile - Year-over-year growth 2025-2030 (%)
Exhibit 200: Data Table on Chile - Year-over-year growth 2025-2030 (%)
Exhibit 201: Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 202: Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 203: Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
Exhibit 204: Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
Exhibit 205: Chart on Regional Comparison - Middle East and Africa
Exhibit 206: Data Table on Regional Comparison - Middle East and Africa
Exhibit 207: Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
Exhibit 208: Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
Exhibit 209: Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
Exhibit 210: Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
Exhibit 211: Chart on UAE - Market size and forecast 2025-2030 ($ million)
Exhibit 212: Data Table on UAE - Market size and forecast 2025-2030 ($ million)
Exhibit 213: Chart on UAE - Year-over-year growth 2025-2030 (%)
Exhibit 214: Data Table on UAE - Year-over-year growth 2025-2030 (%)
Exhibit 215: Chart on South Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 216: Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
Exhibit 217: Chart on South Africa - Year-over-year growth 2025-2030 (%)
Exhibit 218: Data Table on South Africa - Year-over-year growth 2025-2030 (%)
Exhibit 219: Chart on Israel - Market size and forecast 2025-2030 ($ million)
Exhibit 220: Data Table on Israel - Market size and forecast 2025-2030 ($ million)
Exhibit 221: Chart on Israel - Year-over-year growth 2025-2030 (%)
Exhibit 222: Data Table on Israel - Year-over-year growth 2025-2030 (%)
Exhibit 223: Chart on Turkey - Market size and forecast 2025-2030 ($ million)
Exhibit 224: Data Table on Turkey - Market size and forecast 2025-2030 ($ million)
Exhibit 225: Chart on Turkey - Year-over-year growth 2025-2030 (%)
Exhibit 226: Data Table on Turkey - Year-over-year growth 2025-2030 (%)
Exhibit 227: Market opportunity by geography ($ million)
Exhibit 228: Data Tables on Market opportunity by geography ($ million)
Exhibit 229: Impact of drivers and challenges in 2025 and 2030
Exhibit 230: Overview on criticality of inputs and factors of differentiation
Exhibit 231: Overview on factors of disruption
Exhibit 232: Impact of key risks on business
Exhibit 233: Companies covered
Exhibit 234: Company ranking index
Exhibit 235: Matrix on companies position and classification
Exhibit 236: Accenture Plc - Overview
Exhibit 237: Accenture Plc - Business segments
Exhibit 238: Accenture Plc - Key news
Exhibit 239: Accenture Plc - Key offerings
Exhibit 240: Accenture Plc - Segment focus
Exhibit 241: SWOT
Exhibit 242: Amazon Web Services Inc. - Overview
Exhibit 243: Amazon Web Services Inc. - Product / Service
Exhibit 244: Amazon Web Services Inc. - Key offerings
Exhibit 245: SWOT
Exhibit 246: Atlassian Corp. - Overview
Exhibit 247: Atlassian Corp. - Product / Service
Exhibit 248: Atlassian Corp. - Key offerings
Exhibit 249: SWOT
Exhibit 250: Automatic Data Processing Inc. - Overview
Exhibit 251: Automatic Data Processing Inc. - Business segments
Exhibit 252: Automatic Data Processing Inc. - Key offerings
Exhibit 253: Automatic Data Processing Inc. - Segment focus
Exhibit 254: SWOT
Exhibit 255: Databricks Inc. - Overview
Exhibit 256: Databricks Inc. - Product / Service
Exhibit 257: Databricks Inc. - Key offerings
Exhibit 258: SWOT
Exhibit 259: Dell Technologies Inc. - Overview
Exhibit 260: Dell Technologies Inc. - Business segments
Exhibit 261: Dell Technologies Inc. - Key news
Exhibit 262: Dell Technologies Inc. - Key offerings
Exhibit 263: Dell Technologies Inc. - Segment focus
Exhibit 264: SWOT
Exhibit 265: Google LLC - Overview
Exhibit 266: Google LLC - Product / Service
Exhibit 267: Google LLC - Key offerings
Exhibit 268: SWOT
Exhibit 269: IBM Corp. - Overview
Exhibit 270: IBM Corp. - Business segments
Exhibit 271: IBM Corp. - Key news
Exhibit 272: IBM Corp. - Key offerings
Exhibit 273: IBM Corp. - Segment focus
Exhibit 274: SWOT
Exhibit 275: Microsoft Corp. - Overview
Exhibit 276: Microsoft Corp. - Business segments
Exhibit 277: Microsoft Corp. - Key news
Exhibit 278: Microsoft Corp. - Key offerings
Exhibit 279: Microsoft Corp. - Segment focus
Exhibit 280: SWOT
Exhibit 281: NVIDIA Corp. - Overview
Exhibit 282: NVIDIA Corp. - Business segments
Exhibit 283: NVIDIA Corp. - Key news
Exhibit 284: NVIDIA Corp. - Key offerings
Exhibit 285: NVIDIA Corp. - Segment focus
Exhibit 286: SWOT
Exhibit 287: Oracle Corp. - Overview
Exhibit 288: Oracle Corp. - Business segments
Exhibit 289: Oracle Corp. - Key news
Exhibit 290: Oracle Corp. - Key offerings
Exhibit 291: Oracle Corp. - Segment focus
Exhibit 292: SWOT
Exhibit 293: Salesforce Inc. - Overview
Exhibit 294: Salesforce Inc. - Business segments
Exhibit 295: Salesforce Inc. - Key news
Exhibit 296: Salesforce Inc. - Key offerings
Exhibit 297: Salesforce Inc. - Segment focus
Exhibit 298: SWOT
Exhibit 299: SAP SE - Overview
Exhibit 300: SAP SE - Business segments
Exhibit 301: SAP SE - Key news
Exhibit 302: SAP SE - Key offerings
Exhibit 303: SAP SE - Segment focus
Exhibit 304: SWOT
Exhibit 305: Siemens AG - Overview
Exhibit 306: Siemens AG - Business segments
Exhibit 307: Siemens AG - Key news
Exhibit 308: Siemens AG - Key offerings
Exhibit 309: Siemens AG - Segment focus
Exhibit 310: SWOT
Exhibit 311: Snowflake Inc. - Overview
Exhibit 312: Snowflake Inc. - Business segments
Exhibit 313: Snowflake Inc. - Key news
Exhibit 314: Snowflake Inc. - Key offerings
Exhibit 315: Snowflake Inc. - Segment focus
Exhibit 316: SWOT
Exhibit 317: Inclusions checklist
Exhibit 318: Exclusions checklist
Exhibit 319: Currency conversion rates for US$
Exhibit 320: Research methodology
Exhibit 321: Information sources
Exhibit 322: Data validation
Exhibit 323: Validation techniques employed for market sizing
Exhibit 324: Data synthesis
Exhibit 325: 360 degree market analysis
Exhibit 326: List of abbreviations
Executive Summary
The following companies are recognized as the key players in the global global generative ai in data analytics market: Accenture Plc, Amazon Web Services Inc., Atlassian Corp., Automatic Data Processing Inc., Box Inc., Databricks Inc., Dell Technologies Inc., Google LLC, Hugging Face Inc., IBM Corp., Microsoft Corp., NVIDIA Corp., Oracle Corp., Salesforce Inc., SAP SE, ServiceNow Inc., Siemens AG, Slack Technologies LLC, Snowflake Inc., Workday Inc..Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is emergence of autonomous agentic workflows in enterprise analytics."
According to the report, one of the major drivers for this market is the increasing demand for automated data synthesis and synthetic data generation.
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:
- Accenture Plc
- Amazon Web Services Inc.
- Atlassian Corp.
- Automatic Data Processing Inc.
- Box Inc.
- Databricks Inc.
- Dell Technologies Inc.
- Google LLC
- Hugging Face Inc.
- IBM Corp.
- Microsoft Corp.
- NVIDIA Corp.
- Oracle Corp.
- Salesforce Inc.
- SAP SE
- ServiceNow Inc.
- Siemens AG
- Slack Technologies LLC
- Snowflake Inc.
- Workday Inc.
