Internet & Communication
Global Full-stack Generative AI Market Outlook, In‑Depth Analysis & Forecast to 2031
- Oct 16, 25
- ID: 537949
- Pages: 146
- Figures: 156
- Views: 13
Report Includes:
This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global Full-stack Generative AI market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation
By Company
Google
IBM
NVIDIA
Microsoft
Amazon
SAP
Intel
Salesforce
Oracle
C3.ai
OpenAI
Scale AI
Baidu
Huawei
Alibaba
Tencent
SenseTime
Shengtong Technology
4Paradigm
Segment by Type
End-to-End AI Platforms
AI-as-a-Service (AIaaS)
Custom AI Solutions
Others
Segment by Application
Enterprise Use
Consumer Use
Other
Sales by Region
North America
United States
Canada
Mexico
Asia-Pacific
China
Japan
South Korea
India
Australia
Vietnam
Indonesia
Malaysia
Philippines
Singapore
Rest of Asia
Europe
Germany
U.K.
France
Italy
Spain
Benelux
Russia
Rest of Europe
Central and South America
Brazil
Argentina
Rest of South America
Middle East & Africa
GCC Countries
Egypt
Israel
South Africa
Rest of MEA
Chapter Outline
Chapter 1: Defines the Full-stack Generative AI study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
Chapter 14: Actionable conclusions and strategic recommendations.
Why This Report:
Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.
This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global Full-stack Generative AI market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation
By Company
IBM
NVIDIA
Microsoft
Amazon
SAP
Intel
Salesforce
Oracle
C3.ai
OpenAI
Scale AI
Baidu
Huawei
Alibaba
Tencent
SenseTime
Shengtong Technology
4Paradigm
Segment by Type
End-to-End AI Platforms
AI-as-a-Service (AIaaS)
Custom AI Solutions
Others
Segment by Application
Enterprise Use
Consumer Use
Other
Sales by Region
North America
United States
Canada
Mexico
Asia-Pacific
China
Japan
South Korea
India
Australia
Vietnam
Indonesia
Malaysia
Philippines
Singapore
Rest of Asia
Europe
Germany
U.K.
France
Italy
Spain
Benelux
Russia
Rest of Europe
Central and South America
Brazil
Argentina
Rest of South America
Middle East & Africa
GCC Countries
Egypt
Israel
South Africa
Rest of MEA
Chapter Outline
Chapter 1: Defines the Full-stack Generative AI study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
Chapter 14: Actionable conclusions and strategic recommendations.
Why This Report:
Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.
1 Study Coverage
1.1 Introduction to Full-stack Generative AI: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global Full-stack Generative AI Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 End-to-End AI Platforms
1.2.3 AI-as-a-Service (AIaaS)
1.2.4 Custom AI Solutions
1.2.5 Others
1.3 Market Segmentation by Application
1.3.1 Global Full-stack Generative AI Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Enterprise Use
1.3.3 Consumer Use
1.3.4 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Full-stack Generative AI Revenue Estimates and Forecasts 2020-2031
2.2 Global Full-stack Generative AI Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global Full-stack Generative AI Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global Full-stack Generative AI Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 End-to-End AI Platforms Market Size by Players
3.3.2 AI-as-a-Service (AIaaS) Market Size by Players
3.3.3 Custom AI Solutions Market Size by Players
3.3.4 Others Market Size by Players
3.4 Global Full-stack Generative AI Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global Full-stack Generative AI Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global Full-stack Generative AI Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America Full-stack Generative AI Market Size by Type (2020-2031)
6.4 North America Full-stack Generative AI Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America Full-stack Generative AI Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe Full-stack Generative AI Market Size by Type (2020-2031)
7.4 Europe Full-stack Generative AI Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe Full-stack Generative AI Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific Full-stack Generative AI Market Size by Type (2020-2031)
8.4 Asia-Pacific Full-stack Generative AI Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific Full-stack Generative AI Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America Full-stack Generative AI Market Size by Type (2020-2031)
9.4 Central and South America Full-stack Generative AI Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America Full-stack Generative AI Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa Full-stack Generative AI Market Size by Type (2020-2031)
10.4 Middle East and Africa Full-stack Generative AI Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa Full-stack Generative AI Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 Google
11.1.1 Google Corporation Information
11.1.2 Google Business Overview
11.1.3 Google Full-stack Generative AI Product Features and Attributes
11.1.4 Google Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.1.5 Google Full-stack Generative AI Revenue by Product in 2024
11.1.6 Google Full-stack Generative AI Revenue by Application in 2024
11.1.7 Google Full-stack Generative AI Revenue by Geographic Area in 2024
11.1.8 Google Full-stack Generative AI SWOT Analysis
11.1.9 Google Recent Developments
11.2 IBM
11.2.1 IBM Corporation Information
11.2.2 IBM Business Overview
11.2.3 IBM Full-stack Generative AI Product Features and Attributes
11.2.4 IBM Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.2.5 IBM Full-stack Generative AI Revenue by Product in 2024
11.2.6 IBM Full-stack Generative AI Revenue by Application in 2024
11.2.7 IBM Full-stack Generative AI Revenue by Geographic Area in 2024
11.2.8 IBM Full-stack Generative AI SWOT Analysis
11.2.9 IBM Recent Developments
11.3 NVIDIA
11.3.1 NVIDIA Corporation Information
11.3.2 NVIDIA Business Overview
11.3.3 NVIDIA Full-stack Generative AI Product Features and Attributes
11.3.4 NVIDIA Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.3.5 NVIDIA Full-stack Generative AI Revenue by Product in 2024
11.3.6 NVIDIA Full-stack Generative AI Revenue by Application in 2024
11.3.7 NVIDIA Full-stack Generative AI Revenue by Geographic Area in 2024
11.3.8 NVIDIA Full-stack Generative AI SWOT Analysis
11.3.9 NVIDIA Recent Developments
11.4 Microsoft
11.4.1 Microsoft Corporation Information
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Full-stack Generative AI Product Features and Attributes
11.4.4 Microsoft Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.4.5 Microsoft Full-stack Generative AI Revenue by Product in 2024
11.4.6 Microsoft Full-stack Generative AI Revenue by Application in 2024
11.4.7 Microsoft Full-stack Generative AI Revenue by Geographic Area in 2024
11.4.8 Microsoft Full-stack Generative AI SWOT Analysis
11.4.9 Microsoft Recent Developments
11.5 Amazon
11.5.1 Amazon Corporation Information
11.5.2 Amazon Business Overview
11.5.3 Amazon Full-stack Generative AI Product Features and Attributes
11.5.4 Amazon Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.5.5 Amazon Full-stack Generative AI Revenue by Product in 2024
11.5.6 Amazon Full-stack Generative AI Revenue by Application in 2024
11.5.7 Amazon Full-stack Generative AI Revenue by Geographic Area in 2024
11.5.8 Amazon Full-stack Generative AI SWOT Analysis
11.5.9 Amazon Recent Developments
11.6 SAP
11.6.1 SAP Corporation Information
11.6.2 SAP Business Overview
11.6.3 SAP Full-stack Generative AI Product Features and Attributes
11.6.4 SAP Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.6.5 SAP Recent Developments
11.7 Intel
11.7.1 Intel Corporation Information
11.7.2 Intel Business Overview
11.7.3 Intel Full-stack Generative AI Product Features and Attributes
11.7.4 Intel Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.7.5 Intel Recent Developments
11.8 Salesforce
11.8.1 Salesforce Corporation Information
11.8.2 Salesforce Business Overview
11.8.3 Salesforce Full-stack Generative AI Product Features and Attributes
11.8.4 Salesforce Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.8.5 Salesforce Recent Developments
11.9 Oracle
11.9.1 Oracle Corporation Information
11.9.2 Oracle Business Overview
11.9.3 Oracle Full-stack Generative AI Product Features and Attributes
11.9.4 Oracle Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.9.5 Oracle Recent Developments
11.10 C3.ai
11.10.1 C3.ai Corporation Information
11.10.2 C3.ai Business Overview
11.10.3 C3.ai Full-stack Generative AI Product Features and Attributes
11.10.4 C3.ai Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.10.5 Company Ten Recent Developments
11.11 OpenAI
11.11.1 OpenAI Corporation Information
11.11.2 OpenAI Business Overview
11.11.3 OpenAI Full-stack Generative AI Product Features and Attributes
11.11.4 OpenAI Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.11.5 OpenAI Recent Developments
11.12 Scale AI
11.12.1 Scale AI Corporation Information
11.12.2 Scale AI Business Overview
11.12.3 Scale AI Full-stack Generative AI Product Features and Attributes
11.12.4 Scale AI Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.12.5 Scale AI Recent Developments
11.13 Baidu
11.13.1 Baidu Corporation Information
11.13.2 Baidu Business Overview
11.13.3 Baidu Full-stack Generative AI Product Features and Attributes
11.13.4 Baidu Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.13.5 Baidu Recent Developments
11.14 Huawei
11.14.1 Huawei Corporation Information
11.14.2 Huawei Business Overview
11.14.3 Huawei Full-stack Generative AI Product Features and Attributes
11.14.4 Huawei Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.14.5 Huawei Recent Developments
11.15 Alibaba
11.15.1 Alibaba Corporation Information
11.15.2 Alibaba Business Overview
11.15.3 Alibaba Full-stack Generative AI Product Features and Attributes
11.15.4 Alibaba Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.15.5 Alibaba Recent Developments
11.16 Tencent
11.16.1 Tencent Corporation Information
11.16.2 Tencent Business Overview
11.16.3 Tencent Full-stack Generative AI Product Features and Attributes
11.16.4 Tencent Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.16.5 Tencent Recent Developments
11.17 SenseTime
11.17.1 SenseTime Corporation Information
11.17.2 SenseTime Business Overview
11.17.3 SenseTime Full-stack Generative AI Product Features and Attributes
11.17.4 SenseTime Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.17.5 SenseTime Recent Developments
11.18 Shengtong Technology
11.18.1 Shengtong Technology Corporation Information
11.18.2 Shengtong Technology Business Overview
11.18.3 Shengtong Technology Full-stack Generative AI Product Features and Attributes
11.18.4 Shengtong Technology Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.18.5 Shengtong Technology Recent Developments
11.19 4Paradigm
11.19.1 4Paradigm Corporation Information
11.19.2 4Paradigm Business Overview
11.19.3 4Paradigm Full-stack Generative AI Product Features and Attributes
11.19.4 4Paradigm Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.19.5 4Paradigm Recent Developments
12 Full-stack Generative AIIndustry Chain Analysis
12.1 Full-stack Generative AI Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 Full-stack Generative AI Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global Full-stack Generative AI Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
1.1 Introduction to Full-stack Generative AI: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global Full-stack Generative AI Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 End-to-End AI Platforms
1.2.3 AI-as-a-Service (AIaaS)
1.2.4 Custom AI Solutions
1.2.5 Others
1.3 Market Segmentation by Application
1.3.1 Global Full-stack Generative AI Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Enterprise Use
1.3.3 Consumer Use
1.3.4 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Full-stack Generative AI Revenue Estimates and Forecasts 2020-2031
2.2 Global Full-stack Generative AI Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global Full-stack Generative AI Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global Full-stack Generative AI Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 End-to-End AI Platforms Market Size by Players
3.3.2 AI-as-a-Service (AIaaS) Market Size by Players
3.3.3 Custom AI Solutions Market Size by Players
3.3.4 Others Market Size by Players
3.4 Global Full-stack Generative AI Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global Full-stack Generative AI Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global Full-stack Generative AI Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America Full-stack Generative AI Market Size by Type (2020-2031)
6.4 North America Full-stack Generative AI Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America Full-stack Generative AI Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe Full-stack Generative AI Market Size by Type (2020-2031)
7.4 Europe Full-stack Generative AI Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe Full-stack Generative AI Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific Full-stack Generative AI Market Size by Type (2020-2031)
8.4 Asia-Pacific Full-stack Generative AI Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific Full-stack Generative AI Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America Full-stack Generative AI Market Size by Type (2020-2031)
9.4 Central and South America Full-stack Generative AI Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America Full-stack Generative AI Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa Full-stack Generative AI Market Size by Type (2020-2031)
10.4 Middle East and Africa Full-stack Generative AI Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa Full-stack Generative AI Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 Google
11.1.1 Google Corporation Information
11.1.2 Google Business Overview
11.1.3 Google Full-stack Generative AI Product Features and Attributes
11.1.4 Google Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.1.5 Google Full-stack Generative AI Revenue by Product in 2024
11.1.6 Google Full-stack Generative AI Revenue by Application in 2024
11.1.7 Google Full-stack Generative AI Revenue by Geographic Area in 2024
11.1.8 Google Full-stack Generative AI SWOT Analysis
11.1.9 Google Recent Developments
11.2 IBM
11.2.1 IBM Corporation Information
11.2.2 IBM Business Overview
11.2.3 IBM Full-stack Generative AI Product Features and Attributes
11.2.4 IBM Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.2.5 IBM Full-stack Generative AI Revenue by Product in 2024
11.2.6 IBM Full-stack Generative AI Revenue by Application in 2024
11.2.7 IBM Full-stack Generative AI Revenue by Geographic Area in 2024
11.2.8 IBM Full-stack Generative AI SWOT Analysis
11.2.9 IBM Recent Developments
11.3 NVIDIA
11.3.1 NVIDIA Corporation Information
11.3.2 NVIDIA Business Overview
11.3.3 NVIDIA Full-stack Generative AI Product Features and Attributes
11.3.4 NVIDIA Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.3.5 NVIDIA Full-stack Generative AI Revenue by Product in 2024
11.3.6 NVIDIA Full-stack Generative AI Revenue by Application in 2024
11.3.7 NVIDIA Full-stack Generative AI Revenue by Geographic Area in 2024
11.3.8 NVIDIA Full-stack Generative AI SWOT Analysis
11.3.9 NVIDIA Recent Developments
11.4 Microsoft
11.4.1 Microsoft Corporation Information
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Full-stack Generative AI Product Features and Attributes
11.4.4 Microsoft Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.4.5 Microsoft Full-stack Generative AI Revenue by Product in 2024
11.4.6 Microsoft Full-stack Generative AI Revenue by Application in 2024
11.4.7 Microsoft Full-stack Generative AI Revenue by Geographic Area in 2024
11.4.8 Microsoft Full-stack Generative AI SWOT Analysis
11.4.9 Microsoft Recent Developments
11.5 Amazon
11.5.1 Amazon Corporation Information
11.5.2 Amazon Business Overview
11.5.3 Amazon Full-stack Generative AI Product Features and Attributes
11.5.4 Amazon Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.5.5 Amazon Full-stack Generative AI Revenue by Product in 2024
11.5.6 Amazon Full-stack Generative AI Revenue by Application in 2024
11.5.7 Amazon Full-stack Generative AI Revenue by Geographic Area in 2024
11.5.8 Amazon Full-stack Generative AI SWOT Analysis
11.5.9 Amazon Recent Developments
11.6 SAP
11.6.1 SAP Corporation Information
11.6.2 SAP Business Overview
11.6.3 SAP Full-stack Generative AI Product Features and Attributes
11.6.4 SAP Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.6.5 SAP Recent Developments
11.7 Intel
11.7.1 Intel Corporation Information
11.7.2 Intel Business Overview
11.7.3 Intel Full-stack Generative AI Product Features and Attributes
11.7.4 Intel Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.7.5 Intel Recent Developments
11.8 Salesforce
11.8.1 Salesforce Corporation Information
11.8.2 Salesforce Business Overview
11.8.3 Salesforce Full-stack Generative AI Product Features and Attributes
11.8.4 Salesforce Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.8.5 Salesforce Recent Developments
11.9 Oracle
11.9.1 Oracle Corporation Information
11.9.2 Oracle Business Overview
11.9.3 Oracle Full-stack Generative AI Product Features and Attributes
11.9.4 Oracle Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.9.5 Oracle Recent Developments
11.10 C3.ai
11.10.1 C3.ai Corporation Information
11.10.2 C3.ai Business Overview
11.10.3 C3.ai Full-stack Generative AI Product Features and Attributes
11.10.4 C3.ai Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.10.5 Company Ten Recent Developments
11.11 OpenAI
11.11.1 OpenAI Corporation Information
11.11.2 OpenAI Business Overview
11.11.3 OpenAI Full-stack Generative AI Product Features and Attributes
11.11.4 OpenAI Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.11.5 OpenAI Recent Developments
11.12 Scale AI
11.12.1 Scale AI Corporation Information
11.12.2 Scale AI Business Overview
11.12.3 Scale AI Full-stack Generative AI Product Features and Attributes
11.12.4 Scale AI Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.12.5 Scale AI Recent Developments
11.13 Baidu
11.13.1 Baidu Corporation Information
11.13.2 Baidu Business Overview
11.13.3 Baidu Full-stack Generative AI Product Features and Attributes
11.13.4 Baidu Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.13.5 Baidu Recent Developments
11.14 Huawei
11.14.1 Huawei Corporation Information
11.14.2 Huawei Business Overview
11.14.3 Huawei Full-stack Generative AI Product Features and Attributes
11.14.4 Huawei Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.14.5 Huawei Recent Developments
11.15 Alibaba
11.15.1 Alibaba Corporation Information
11.15.2 Alibaba Business Overview
11.15.3 Alibaba Full-stack Generative AI Product Features and Attributes
11.15.4 Alibaba Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.15.5 Alibaba Recent Developments
11.16 Tencent
11.16.1 Tencent Corporation Information
11.16.2 Tencent Business Overview
11.16.3 Tencent Full-stack Generative AI Product Features and Attributes
11.16.4 Tencent Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.16.5 Tencent Recent Developments
11.17 SenseTime
11.17.1 SenseTime Corporation Information
11.17.2 SenseTime Business Overview
11.17.3 SenseTime Full-stack Generative AI Product Features and Attributes
11.17.4 SenseTime Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.17.5 SenseTime Recent Developments
11.18 Shengtong Technology
11.18.1 Shengtong Technology Corporation Information
11.18.2 Shengtong Technology Business Overview
11.18.3 Shengtong Technology Full-stack Generative AI Product Features and Attributes
11.18.4 Shengtong Technology Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.18.5 Shengtong Technology Recent Developments
11.19 4Paradigm
11.19.1 4Paradigm Corporation Information
11.19.2 4Paradigm Business Overview
11.19.3 4Paradigm Full-stack Generative AI Product Features and Attributes
11.19.4 4Paradigm Full-stack Generative AI Revenue and Gross Margin (2020-2025)
11.19.5 4Paradigm Recent Developments
12 Full-stack Generative AIIndustry Chain Analysis
12.1 Full-stack Generative AI Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 Full-stack Generative AI Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global Full-stack Generative AI Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
List of Tables
Table 1. Global Full-stack Generative AI Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Table 2. Global Full-stack Generative AI Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Table 3. Global Full-stack Generative AI Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 4. Global Full-stack Generative AI Revenue by Region (2020-2025) & (US$ Million)
Table 5. Global Full-stack Generative AI Revenue by Region (2026-2031) & (US$ Million)
Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 7. Global Full-stack Generative AI Revenue by Players (2020-2025) & (US$ Million)
Table 8. Global Full-stack Generative AI Revenue Market Share by Players (2020-2025)
Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
Table 10. Global Full-stack Generative AI by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Full-stack Generative AI as of 2024)
Table 11. Global Full-stack Generative AI Average Gross Margin (%) by Player (2020 VS 2024)
Table 12. Global Full-stack Generative AI Companies Headquarters
Table 13. Global Full-stack Generative AI Market Concentration Ratio (CR5 and HHI)
Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
Table 16. Global Full-stack Generative AI Revenue by Type (2020-2025) & (US$ Million)
Table 17. Global Full-stack Generative AI Revenue by Type (2026-2031) & (US$ Million)
Table 18. Key Product Attributes and Differentiation
Table 19. Global Full-stack Generative AI Revenue by Application (2020-2025) & (US$ Million)
Table 20. Global Full-stack Generative AI Revenue by Application (2026-2031) & (US$ Million)
Table 21. Full-stack Generative AI High-Growth Sectors Demand CAGR (2024-2031)
Table 22. Top Customers by Region
Table 23. Top Customers by Application
Table 24. North America Full-stack Generative AI Growth Accelerators and Market Barriers
Table 25. North America Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 26. Europe Full-stack Generative AI Growth Accelerators and Market Barriers
Table 27. Europe Full-stack Generative AI Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
Table 28. Asia-Pacific Full-stack Generative AI Growth Accelerators and Market Barriers
Table 29. Asia-Pacific Full-stack Generative AI Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 30. Central and South America Full-stack Generative AI Investment Opportunities and Key Challenges
Table 31. Central and South America Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 32. Middle East and Africa Full-stack Generative AI Investment Opportunities and Key Challenges
Table 33. Middle East and Africa Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 34. Google Corporation Information
Table 35. Google Description and Major Businesses
Table 36. Google Product Features and Attributes
Table 37. Google Revenue (US$ Million) and Gross Margin (2020-2025)
Table 38. Google Revenue Proportion by Product in 2024
Table 39. Google Revenue Proportion by Application in 2024
Table 40. Google Revenue Proportion by Geographic Area in 2024
Table 41. Google Full-stack Generative AI SWOT Analysis
Table 42. Google Recent Developments
Table 43. IBM Corporation Information
Table 44. IBM Description and Major Businesses
Table 45. IBM Product Features and Attributes
Table 46. IBM Revenue (US$ Million) and Gross Margin (2020-2025)
Table 47. IBM Revenue Proportion by Product in 2024
Table 48. IBM Revenue Proportion by Application in 2024
Table 49. IBM Revenue Proportion by Geographic Area in 2024
Table 50. IBM Full-stack Generative AI SWOT Analysis
Table 51. IBM Recent Developments
Table 52. NVIDIA Corporation Information
Table 53. NVIDIA Description and Major Businesses
Table 54. NVIDIA Product Features and Attributes
Table 55. NVIDIA Revenue (US$ Million) and Gross Margin (2020-2025)
Table 56. NVIDIA Revenue Proportion by Product in 2024
Table 57. NVIDIA Revenue Proportion by Application in 2024
Table 58. NVIDIA Revenue Proportion by Geographic Area in 2024
Table 59. NVIDIA Full-stack Generative AI SWOT Analysis
Table 60. NVIDIA Recent Developments
Table 61. Microsoft Corporation Information
Table 62. Microsoft Description and Major Businesses
Table 63. Microsoft Product Features and Attributes
Table 64. Microsoft Revenue (US$ Million) and Gross Margin (2020-2025)
Table 65. Microsoft Revenue Proportion by Product in 2024
Table 66. Microsoft Revenue Proportion by Application in 2024
Table 67. Microsoft Revenue Proportion by Geographic Area in 2024
Table 68. Microsoft Full-stack Generative AI SWOT Analysis
Table 69. Microsoft Recent Developments
Table 70. Amazon Corporation Information
Table 71. Amazon Description and Major Businesses
Table 72. Amazon Product Features and Attributes
Table 73. Amazon Revenue (US$ Million) and Gross Margin (2020-2025)
Table 74. Amazon Revenue Proportion by Product in 2024
Table 75. Amazon Revenue Proportion by Application in 2024
Table 76. Amazon Revenue Proportion by Geographic Area in 2024
Table 77. Amazon Full-stack Generative AI SWOT Analysis
Table 78. Amazon Recent Developments
Table 79. SAP Corporation Information
Table 80. SAP Description and Major Businesses
Table 81. SAP Product Features and Attributes
Table 82. SAP Revenue (US$ Million) and Gross Margin (2020-2025)
Table 83. SAP Recent Developments
Table 84. Intel Corporation Information
Table 85. Intel Description and Major Businesses
Table 86. Intel Product Features and Attributes
Table 87. Intel Revenue (US$ Million) and Gross Margin (2020-2025)
Table 88. Intel Recent Developments
Table 89. Salesforce Corporation Information
Table 90. Salesforce Description and Major Businesses
Table 91. Salesforce Product Features and Attributes
Table 92. Salesforce Revenue (US$ Million) and Gross Margin (2020-2025)
Table 93. Salesforce Recent Developments
Table 94. Oracle Corporation Information
Table 95. Oracle Description and Major Businesses
Table 96. Oracle Product Features and Attributes
Table 97. Oracle Revenue (US$ Million) and Gross Margin (2020-2025)
Table 98. Oracle Recent Developments
Table 99. C3.ai Corporation Information
Table 100. C3.ai Description and Major Businesses
Table 101. C3.ai Product Features and Attributes
Table 102. C3.ai Revenue (US$ Million) and Gross Margin (2020-2025)
Table 103. C3.ai Recent Developments
Table 104. OpenAI Corporation Information
Table 105. OpenAI Description and Major Businesses
Table 106. OpenAI Product Features and Attributes
Table 107. OpenAI Revenue (US$ Million) and Gross Margin (2020-2025)
Table 108. OpenAI Recent Developments
Table 109. Scale AI Corporation Information
Table 110. Scale AI Description and Major Businesses
Table 111. Scale AI Product Features and Attributes
Table 112. Scale AI Revenue (US$ Million) and Gross Margin (2020-2025)
Table 113. Scale AI Recent Developments
Table 114. Baidu Corporation Information
Table 115. Baidu Description and Major Businesses
Table 116. Baidu Product Features and Attributes
Table 117. Baidu Revenue (US$ Million) and Gross Margin (2020-2025)
Table 118. Baidu Recent Developments
Table 119. Huawei Corporation Information
Table 120. Huawei Description and Major Businesses
Table 121. Huawei Product Features and Attributes
Table 122. Huawei Revenue (US$ Million) and Gross Margin (2020-2025)
Table 123. Huawei Recent Developments
Table 124. Alibaba Corporation Information
Table 125. Alibaba Description and Major Businesses
Table 126. Alibaba Product Features and Attributes
Table 127. Alibaba Revenue (US$ Million) and Gross Margin (2020-2025)
Table 128. Alibaba Recent Developments
Table 129. Tencent Corporation Information
Table 130. Tencent Description and Major Businesses
Table 131. Tencent Product Features and Attributes
Table 132. Tencent Revenue (US$ Million) and Gross Margin (2020-2025)
Table 133. Tencent Recent Developments
Table 134. SenseTime Corporation Information
Table 135. SenseTime Description and Major Businesses
Table 136. SenseTime Product Features and Attributes
Table 137. SenseTime Revenue (US$ Million) and Gross Margin (2020-2025)
Table 138. SenseTime Recent Developments
Table 139. Shengtong Technology Corporation Information
Table 140. Shengtong Technology Description and Major Businesses
Table 141. Shengtong Technology Product Features and Attributes
Table 142. Shengtong Technology Revenue (US$ Million) and Gross Margin (2020-2025)
Table 143. Shengtong Technology Recent Developments
Table 144. 4Paradigm Corporation Information
Table 145. 4Paradigm Description and Major Businesses
Table 146. 4Paradigm Product Features and Attributes
Table 147. 4Paradigm Revenue (US$ Million) and Gross Margin (2020-2025)
Table 148. 4Paradigm Recent Developments
Table 149. Raw Materials Key Suppliers
Table 150. Distributors List
Table 151. Market Trends and Market Evolution
Table 152. Market Drivers and Opportunities
Table 153. Market Challenges, Risks, and Restraints
Table 154. Research Programs/Design for This Report
Table 155. Key Data Information from Secondary Sources
Table 156. Key Data Information from Primary Sources
List of Figures
Figure 1. Full-stack Generative AI Product Picture
Figure 2. Global Full-stack Generative AI Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Figure 3. End-to-End AI Platforms Product Picture
Figure 4. AI-as-a-Service (AIaaS) Product Picture
Figure 5. Custom AI Solutions Product Picture
Figure 6. Others Product Picture
Figure 7. Global Full-stack Generative AI Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Figure 8. Enterprise Use
Figure 9. Consumer Use
Figure 10. Other
Figure 11. Full-stack Generative AI Report Years Considered
Figure 12. Global Full-stack Generative AI Revenue, (US$ Million), 2020 VS 2024 VS 2031
Figure 13. Global Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 14. Global Full-stack Generative AI Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Figure 15. Global Full-stack Generative AI Revenue Market Share by Region (2020-2031)
Figure 16. Global Full-stack Generative AI Revenue Market Share Ranking (2024)
Figure 17. Tier Distribution by Revenue Contribution (2020 VS 2024)
Figure 18. End-to-End AI Platforms Revenue Market Share by Player in 2024
Figure 19. AI-as-a-Service (AIaaS) Revenue Market Share by Player in 2024
Figure 20. Custom AI Solutions Revenue Market Share by Player in 2024
Figure 21. Others Revenue Market Share by Player in 2024
Figure 22. Global Full-stack Generative AI Revenue Market Share by Type (2020-2031)
Figure 23. Global Full-stack Generative AI Revenue Market Share by Application (2020-2031)
Figure 24. North America Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 25. North America Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 26. North America Full-stack Generative AI Revenue (US$ Million) by Type (2020 - 2031)
Figure 27. North America Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 28. US Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 29. Canada Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 30. Mexico Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 31. Europe Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 32. Europe Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 33. Europe Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 34. Europe Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 35. Germany Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 36. France Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 37. U.K. Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 38. Italy Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 39. Russia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 40. Asia-Pacific Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 41. Asia-Pacific Top 8 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 42. Asia-Pacific Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 43. Asia-Pacific Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 44. Indonesia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 45. Japan Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 46. South Korea Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 47. Australia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 48. India Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 49. Indonesia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 50. Vietnam Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 51. Malaysia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 52. Philippines Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 53. Singapore Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 54. Central and South America Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 55. Central and South America Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 56. Central and South America Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 57. Central and South America Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 58. Brazil Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 59. Argentina Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 60. Middle East and Africa Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 61. Middle East and Africa Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 62. South America Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 63. Middle East and Africa Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 64. GCC Countries Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 65. Israel Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 66. Egypt Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 67. South Africa Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 68. Full-stack Generative AI Industry Chain Mapping
Figure 69. Channels of Distribution (Direct Vs Distribution)
Figure 70. Bottom-up and Top-down Approaches for This Report
Figure 71. Data Triangulation
Figure 72. Key Executives Interviewed
Table 1. Global Full-stack Generative AI Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Table 2. Global Full-stack Generative AI Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Table 3. Global Full-stack Generative AI Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 4. Global Full-stack Generative AI Revenue by Region (2020-2025) & (US$ Million)
Table 5. Global Full-stack Generative AI Revenue by Region (2026-2031) & (US$ Million)
Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 7. Global Full-stack Generative AI Revenue by Players (2020-2025) & (US$ Million)
Table 8. Global Full-stack Generative AI Revenue Market Share by Players (2020-2025)
Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
Table 10. Global Full-stack Generative AI by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Full-stack Generative AI as of 2024)
Table 11. Global Full-stack Generative AI Average Gross Margin (%) by Player (2020 VS 2024)
Table 12. Global Full-stack Generative AI Companies Headquarters
Table 13. Global Full-stack Generative AI Market Concentration Ratio (CR5 and HHI)
Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
Table 16. Global Full-stack Generative AI Revenue by Type (2020-2025) & (US$ Million)
Table 17. Global Full-stack Generative AI Revenue by Type (2026-2031) & (US$ Million)
Table 18. Key Product Attributes and Differentiation
Table 19. Global Full-stack Generative AI Revenue by Application (2020-2025) & (US$ Million)
Table 20. Global Full-stack Generative AI Revenue by Application (2026-2031) & (US$ Million)
Table 21. Full-stack Generative AI High-Growth Sectors Demand CAGR (2024-2031)
Table 22. Top Customers by Region
Table 23. Top Customers by Application
Table 24. North America Full-stack Generative AI Growth Accelerators and Market Barriers
Table 25. North America Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 26. Europe Full-stack Generative AI Growth Accelerators and Market Barriers
Table 27. Europe Full-stack Generative AI Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
Table 28. Asia-Pacific Full-stack Generative AI Growth Accelerators and Market Barriers
Table 29. Asia-Pacific Full-stack Generative AI Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Table 30. Central and South America Full-stack Generative AI Investment Opportunities and Key Challenges
Table 31. Central and South America Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 32. Middle East and Africa Full-stack Generative AI Investment Opportunities and Key Challenges
Table 33. Middle East and Africa Full-stack Generative AI Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
Table 34. Google Corporation Information
Table 35. Google Description and Major Businesses
Table 36. Google Product Features and Attributes
Table 37. Google Revenue (US$ Million) and Gross Margin (2020-2025)
Table 38. Google Revenue Proportion by Product in 2024
Table 39. Google Revenue Proportion by Application in 2024
Table 40. Google Revenue Proportion by Geographic Area in 2024
Table 41. Google Full-stack Generative AI SWOT Analysis
Table 42. Google Recent Developments
Table 43. IBM Corporation Information
Table 44. IBM Description and Major Businesses
Table 45. IBM Product Features and Attributes
Table 46. IBM Revenue (US$ Million) and Gross Margin (2020-2025)
Table 47. IBM Revenue Proportion by Product in 2024
Table 48. IBM Revenue Proportion by Application in 2024
Table 49. IBM Revenue Proportion by Geographic Area in 2024
Table 50. IBM Full-stack Generative AI SWOT Analysis
Table 51. IBM Recent Developments
Table 52. NVIDIA Corporation Information
Table 53. NVIDIA Description and Major Businesses
Table 54. NVIDIA Product Features and Attributes
Table 55. NVIDIA Revenue (US$ Million) and Gross Margin (2020-2025)
Table 56. NVIDIA Revenue Proportion by Product in 2024
Table 57. NVIDIA Revenue Proportion by Application in 2024
Table 58. NVIDIA Revenue Proportion by Geographic Area in 2024
Table 59. NVIDIA Full-stack Generative AI SWOT Analysis
Table 60. NVIDIA Recent Developments
Table 61. Microsoft Corporation Information
Table 62. Microsoft Description and Major Businesses
Table 63. Microsoft Product Features and Attributes
Table 64. Microsoft Revenue (US$ Million) and Gross Margin (2020-2025)
Table 65. Microsoft Revenue Proportion by Product in 2024
Table 66. Microsoft Revenue Proportion by Application in 2024
Table 67. Microsoft Revenue Proportion by Geographic Area in 2024
Table 68. Microsoft Full-stack Generative AI SWOT Analysis
Table 69. Microsoft Recent Developments
Table 70. Amazon Corporation Information
Table 71. Amazon Description and Major Businesses
Table 72. Amazon Product Features and Attributes
Table 73. Amazon Revenue (US$ Million) and Gross Margin (2020-2025)
Table 74. Amazon Revenue Proportion by Product in 2024
Table 75. Amazon Revenue Proportion by Application in 2024
Table 76. Amazon Revenue Proportion by Geographic Area in 2024
Table 77. Amazon Full-stack Generative AI SWOT Analysis
Table 78. Amazon Recent Developments
Table 79. SAP Corporation Information
Table 80. SAP Description and Major Businesses
Table 81. SAP Product Features and Attributes
Table 82. SAP Revenue (US$ Million) and Gross Margin (2020-2025)
Table 83. SAP Recent Developments
Table 84. Intel Corporation Information
Table 85. Intel Description and Major Businesses
Table 86. Intel Product Features and Attributes
Table 87. Intel Revenue (US$ Million) and Gross Margin (2020-2025)
Table 88. Intel Recent Developments
Table 89. Salesforce Corporation Information
Table 90. Salesforce Description and Major Businesses
Table 91. Salesforce Product Features and Attributes
Table 92. Salesforce Revenue (US$ Million) and Gross Margin (2020-2025)
Table 93. Salesforce Recent Developments
Table 94. Oracle Corporation Information
Table 95. Oracle Description and Major Businesses
Table 96. Oracle Product Features and Attributes
Table 97. Oracle Revenue (US$ Million) and Gross Margin (2020-2025)
Table 98. Oracle Recent Developments
Table 99. C3.ai Corporation Information
Table 100. C3.ai Description and Major Businesses
Table 101. C3.ai Product Features and Attributes
Table 102. C3.ai Revenue (US$ Million) and Gross Margin (2020-2025)
Table 103. C3.ai Recent Developments
Table 104. OpenAI Corporation Information
Table 105. OpenAI Description and Major Businesses
Table 106. OpenAI Product Features and Attributes
Table 107. OpenAI Revenue (US$ Million) and Gross Margin (2020-2025)
Table 108. OpenAI Recent Developments
Table 109. Scale AI Corporation Information
Table 110. Scale AI Description and Major Businesses
Table 111. Scale AI Product Features and Attributes
Table 112. Scale AI Revenue (US$ Million) and Gross Margin (2020-2025)
Table 113. Scale AI Recent Developments
Table 114. Baidu Corporation Information
Table 115. Baidu Description and Major Businesses
Table 116. Baidu Product Features and Attributes
Table 117. Baidu Revenue (US$ Million) and Gross Margin (2020-2025)
Table 118. Baidu Recent Developments
Table 119. Huawei Corporation Information
Table 120. Huawei Description and Major Businesses
Table 121. Huawei Product Features and Attributes
Table 122. Huawei Revenue (US$ Million) and Gross Margin (2020-2025)
Table 123. Huawei Recent Developments
Table 124. Alibaba Corporation Information
Table 125. Alibaba Description and Major Businesses
Table 126. Alibaba Product Features and Attributes
Table 127. Alibaba Revenue (US$ Million) and Gross Margin (2020-2025)
Table 128. Alibaba Recent Developments
Table 129. Tencent Corporation Information
Table 130. Tencent Description and Major Businesses
Table 131. Tencent Product Features and Attributes
Table 132. Tencent Revenue (US$ Million) and Gross Margin (2020-2025)
Table 133. Tencent Recent Developments
Table 134. SenseTime Corporation Information
Table 135. SenseTime Description and Major Businesses
Table 136. SenseTime Product Features and Attributes
Table 137. SenseTime Revenue (US$ Million) and Gross Margin (2020-2025)
Table 138. SenseTime Recent Developments
Table 139. Shengtong Technology Corporation Information
Table 140. Shengtong Technology Description and Major Businesses
Table 141. Shengtong Technology Product Features and Attributes
Table 142. Shengtong Technology Revenue (US$ Million) and Gross Margin (2020-2025)
Table 143. Shengtong Technology Recent Developments
Table 144. 4Paradigm Corporation Information
Table 145. 4Paradigm Description and Major Businesses
Table 146. 4Paradigm Product Features and Attributes
Table 147. 4Paradigm Revenue (US$ Million) and Gross Margin (2020-2025)
Table 148. 4Paradigm Recent Developments
Table 149. Raw Materials Key Suppliers
Table 150. Distributors List
Table 151. Market Trends and Market Evolution
Table 152. Market Drivers and Opportunities
Table 153. Market Challenges, Risks, and Restraints
Table 154. Research Programs/Design for This Report
Table 155. Key Data Information from Secondary Sources
Table 156. Key Data Information from Primary Sources
List of Figures
Figure 1. Full-stack Generative AI Product Picture
Figure 2. Global Full-stack Generative AI Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
Figure 3. End-to-End AI Platforms Product Picture
Figure 4. AI-as-a-Service (AIaaS) Product Picture
Figure 5. Custom AI Solutions Product Picture
Figure 6. Others Product Picture
Figure 7. Global Full-stack Generative AI Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
Figure 8. Enterprise Use
Figure 9. Consumer Use
Figure 10. Other
Figure 11. Full-stack Generative AI Report Years Considered
Figure 12. Global Full-stack Generative AI Revenue, (US$ Million), 2020 VS 2024 VS 2031
Figure 13. Global Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 14. Global Full-stack Generative AI Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
Figure 15. Global Full-stack Generative AI Revenue Market Share by Region (2020-2031)
Figure 16. Global Full-stack Generative AI Revenue Market Share Ranking (2024)
Figure 17. Tier Distribution by Revenue Contribution (2020 VS 2024)
Figure 18. End-to-End AI Platforms Revenue Market Share by Player in 2024
Figure 19. AI-as-a-Service (AIaaS) Revenue Market Share by Player in 2024
Figure 20. Custom AI Solutions Revenue Market Share by Player in 2024
Figure 21. Others Revenue Market Share by Player in 2024
Figure 22. Global Full-stack Generative AI Revenue Market Share by Type (2020-2031)
Figure 23. Global Full-stack Generative AI Revenue Market Share by Application (2020-2031)
Figure 24. North America Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 25. North America Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 26. North America Full-stack Generative AI Revenue (US$ Million) by Type (2020 - 2031)
Figure 27. North America Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 28. US Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 29. Canada Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 30. Mexico Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 31. Europe Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 32. Europe Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 33. Europe Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 34. Europe Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 35. Germany Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 36. France Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 37. U.K. Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 38. Italy Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 39. Russia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 40. Asia-Pacific Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 41. Asia-Pacific Top 8 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 42. Asia-Pacific Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 43. Asia-Pacific Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 44. Indonesia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 45. Japan Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 46. South Korea Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 47. Australia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 48. India Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 49. Indonesia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 50. Vietnam Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 51. Malaysia Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 52. Philippines Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 53. Singapore Full-stack Generative AI Revenue (2020-2031) & (US$ Million)
Figure 54. Central and South America Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 55. Central and South America Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 56. Central and South America Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 57. Central and South America Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 58. Brazil Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 59. Argentina Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 60. Middle East and Africa Full-stack Generative AI Revenue YoY (2020-2031) & (US$ Million)
Figure 61. Middle East and Africa Top 5 Players Full-stack Generative AI Revenue (US$ Million) in 2024
Figure 62. South America Full-stack Generative AI Revenue (US$ Million) by Type (2020-2031)
Figure 63. Middle East and Africa Full-stack Generative AI Revenue (US$ Million) by Application (2020-2031)
Figure 64. GCC Countries Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 65. Israel Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 66. Egypt Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 67. South Africa Full-stack Generative AI Revenue (2020-2025) & (US$ Million)
Figure 68. Full-stack Generative AI Industry Chain Mapping
Figure 69. Channels of Distribution (Direct Vs Distribution)
Figure 70. Bottom-up and Top-down Approaches for This Report
Figure 71. Data Triangulation
Figure 72. Key Executives Interviewed
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