PUBLISHER: TechNavio | PRODUCT CODE: 2056213
PUBLISHER: TechNavio | PRODUCT CODE: 2056213
Global Generative AI In Data Analytics Market 2026-2030
The global generative ai in data analytics market is forecasted to grow by USD 6638.4 mn 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.
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.
| Market Scope | |
|---|---|
| Base Year | 2025 |
| End Year | 2030 |
| Series Year | 2026-2030 |
| Growth Momentum | Accelerate |
| YOY 2026 | 30.9% |
| CAGR | 37.9% |
| Incremental Value | $6638.4 mn |
Technavio's 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
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)
This study identifies the emergence of autonomous agentic workflows in enterprise analytics as one of the prime reasons driving the global generative ai in data analytics market growth during the next few years. Also, convergence of multimodal generative ai and spatial data analytics and standardization of privacy-preserving synthetic data and federated learning will lead to sizable demand in the market.
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 robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global generative ai in data analytics market vendors that include 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.. Also, the global generative ai in data analytics market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by 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 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- 2.3 Factors of disruption
- 2.4 Impact of drivers and challenges
3 Market Landscape
- 3.1 Market ecosystem
- 3.2 Market characteristics
- 3.3 Value chain analysis
4 Market Sizing
- 4.1 Market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2025
- 4.4 Market outlook: Forecast for 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)
- 5.2 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
- 5.3 Technology segment analysis 2020 - 2024
- Historic Market Size - Technology Segment 2020 - 2024 ($ million)
- 5.4 Application segment analysis 2020 - 2024
- Historic Market Size - Application Segment 2020 - 2024 ($ million)
- 5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
- 5.6 Country segment analysis 2020 - 2024
- 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
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
- 7.7 Market condition
8 Market Segmentation by Deployment
- 8.1 Market segments
- 8.2 Comparison by Deployment
- 8.3 Cloud-based - Market size and forecast 2025-2030
- 8.4 On-premises - Market size and forecast 2025-2030
- 8.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
9 Market Segmentation by Technology
- 9.1 Market segments
- 9.2 Comparison by Technology
- 9.3 Machine learning - Market size and forecast 2025-2030
- 9.4 Natural language processing - Market size and forecast 2025-2030
- 9.5 Deep learning - Market size and forecast 2025-2030
- 9.6 Computer vision - Market size and forecast 2025-2030
- 9.7 Robotic process automation - Market size and forecast 2025-2030
- 9.8 Market opportunity by Technology
- Market opportunity by Technology ($ million)
10 Market Segmentation by Application
- 10.1 Market segments
- 10.2 Comparison by Application
- 10.3 Data augmentation - Market size and forecast 2025-2030
- 10.4 Text generation - Market size and forecast 2025-2030
- 10.5 Anomaly detection - Market size and forecast 2025-2030
- 10.6 Simulation and forecasting - Market size and forecast 2025-2030
- 10.7 Market opportunity by Application
- 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
- 12.2 Geographic comparison
- 12.3 North America - Market size and forecast 2025-2030
- 12.3.1 US - Market size and forecast 2025-2030
- 12.3.2 Canada - Market size and forecast 2025-2030
- 12.3.3 Mexico - Market size and forecast 2025-2030
- 12.4 APAC - Market size and forecast 2025-2030
- 12.4.1 China - Market size and forecast 2025-2030
- 12.4.2 Japan - Market size and forecast 2025-2030
- 12.4.3 India - Market size and forecast 2025-2030
- 12.4.4 South Korea - Market size and forecast 2025-2030
- 12.4.5 Australia - Market size and forecast 2025-2030
- 12.4.6 Indonesia - Market size and forecast 2025-2030
- 12.5 Europe - Market size and forecast 2025-2030
- 12.5.1 Germany - Market size and forecast 2025-2030
- 12.5.2 UK - Market size and forecast 2025-2030
- 12.5.3 France - Market size and forecast 2025-2030
- 12.5.4 Italy - Market size and forecast 2025-2030
- 12.5.5 Spain - Market size and forecast 2025-2030
- 12.5.6 The Netherlands - Market size and forecast 2025-2030
- 12.6 South America - Market size and forecast 2025-2030
- 12.6.1 Brazil - Market size and forecast 2025-2030
- 12.6.2 Argentina - Market size and forecast 2025-2030
- 12.6.3 Chile - Market size and forecast 2025-2030
- 12.7 Middle East and Africa - Market size and forecast 2025-2030
- 12.7.1 Saudi Arabia - Market size and forecast 2025-2030
- 12.7.2 UAE - Market size and forecast 2025-2030
- 12.7.3 South Africa - Market size and forecast 2025-2030
- 12.7.4 Israel - Market size and forecast 2025-2030
- 12.7.5 Turkey - Market size and forecast 2025-2030
- 12.8 Market opportunity by geography
- 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
- 13.2 Market challenges
- Data privacy proliferation and regulatory compliance fragmentation
- Prohibitive computational costs and infrastructure scalability constraints
- Acute shortage of specialized talent and applied literacy gaps
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
- 13.4 Market opportunities
- 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
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.1 Companies profiled
- Companies covered
- 15.2 Company ranking index
- Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Accenture Plc
- Accenture Plc - Overview
- Accenture Plc - Business segments
- Accenture Plc - Key news
- Accenture Plc - Key offerings
- Accenture Plc - Segment focus
- SWOT
- 15.5 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key offerings
- SWOT
- 15.6 Atlassian Corp.
- Atlassian Corp. - Overview
- Atlassian Corp. - Product / Service
- Atlassian Corp. - Key offerings
- SWOT
- 15.7 Automatic Data Processing Inc.
- Automatic Data Processing Inc. - Overview
- Automatic Data Processing Inc. - Business segments
- Automatic Data Processing Inc. - Key offerings
- Automatic Data Processing Inc. - Segment focus
- SWOT
- 15.8 Databricks Inc.
- Databricks Inc. - Overview
- Databricks Inc. - Product / Service
- Databricks Inc. - Key offerings
- SWOT
- 15.9 Dell Technologies Inc.
- Dell Technologies Inc. - Overview
- Dell Technologies Inc. - Business segments
- Dell Technologies Inc. - Key news
- Dell Technologies Inc. - Key offerings
- Dell Technologies Inc. - Segment focus
- SWOT
- 15.10 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- 15.11 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- 15.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 15.13 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- 15.14 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- 15.15 Salesforce Inc.
- Salesforce Inc. - Overview
- Salesforce Inc. - Business segments
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- Salesforce Inc. - Segment focus
- SWOT
- 15.16 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
- 15.17 Siemens AG
- Siemens AG - Overview
- Siemens AG - Business segments
- Siemens AG - Key news
- Siemens AG - Key offerings
- Siemens AG - Segment focus
- SWOT
- 15.18 Snowflake Inc.
- 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
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- Research methodology
- 16.5 Data procurement
- Information sources
- 16.6 Data validation
- Data validation
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.8 Data synthesis
- Data synthesis
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations
- List of abbreviations
