Global Generative AI Market By Technology (Generative Adversarial Networks(GANs), Transformer-based models, Variational Auto-encoders, Diffusion Networks); By Category(Visual (Image generators, Video generators, Design Generators), Audio (Voice Generators, Music Generators), Text Generators, Code Generators); By Deployment (Web based, App based); By End User Industry (Healthcare, Automotive, Banking, Financial Services and Insurance, Energy and Utilities, Aerospace, Military and Defense, Government, Manufacturing, Media and Entertainment, Marketing and Advertising, Retail and E-commerce, Logistics and Transportation, Others); By Region (North America (U.S., Canada, Mexico, Rest Of North America), Europe (France, The UK, Spain, Germany, Italy, Denmark, Finland, Iceland, Sweden, Norway, Belgium, The Netherlands, Luxembourg, Rest of Europe), Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia, Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia, Rest of Asia Pacific, Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa) Latin America (Brazil, Argentina, Rest of Latin America)) - Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2022 – 2031
Industry Trends
Generative artificial intelligence (GAI) refers to a type of machine learning algorithm that can generate new data or content, such as images, music, or text, based on patterns learned from existing data. GAI models typically use deep neural networks and generative models, such as generative adversarial networks (GANs), to create new data that is similar to the training data but not identical. Generative AI is being integrated with other technologies, such as virtual reality and blockchain, to create new and innovative applications. There are significant investments that are being made in generative AI research and development, as well as in startups that specialize in this technology, which is expected to drive innovation and growth in the market. The generative AI market is experiencing significant growth and is expected to expand at an exponential rate over the coming years.
The generative AI market is highly competitive, with many startups and established players offering a wide range of generative AI products and services. Numerous companies are collaborating and forming partnerships to develop generative AI products and services, for example, OpenAI has partnered with Microsoft, and Nvidia has collaborated with BMW to develop AI-generated car designs. These collaborations enable companies to pool resources and expertise, which in turn will drive innovation in the generative AI market. Furthermore, the providers are placing a greater emphasis on creating user-friendly tools and platforms that can be easily used by people without extensive technical expertise. This trend is driven by the desire to broaden the appeal of generative AI beyond the tech-savvy community and to make it more accessible to a wider range of users. This includes the development of user-friendly interfaces, the use of intuitive workflows, and the creation of easy-to-understand documentation and tutorials. Another key factor which is propelling the adoption of generative AI market is that it is being designed in such a way that it can be customized and tailored to specific use cases, thus making it easy to integrate into existing workflows.
In terms of revenue, the global generative AI market is projected to reach 115.37 Bn by 2031, growing at a CAGR of 35.7% over the forecast period (2022 – 2030). The study analyses the market in terms of revenue across all the major regions, which have been bifurcated into countries.
End User Outlook
Based on the offering outlook, the global generative AI market has been segregated into healthcare, automotive, banking, financial services and insurance, energy and utilities, aerospace, military and defense, government, manufacturing, media and entertainment, marketing and advertising, retail and e-commerce, logistics and transportation, others. It is a rapidly growing field with many practical applications and many industries are using generative AI. For instance, generative artificial intelligence (GAI) is increasingly being used in the entertainment industry for applications such as movie and video game production, whereas it is being used across the healthcare sector for applications such as drug discovery, medical diagnosis, and personalized medicine. They are also often used in creative industries, such as media and entertainment, as well as in practical applications, such as data augmentation and synthetic data generation for machine learning models. Examples of generative AI techniques include deep learning, GANs (Generative Adversarial Networks), and autoencoders.
Region Outlook
On the basis of the region, North America accounted for the major revenue share in the global generative AI market in 2022. United States is a leader in generative artificial intelligence development and adoption, with many companies and research institutions actively working on GAI projects. However, Asia Pacific region is projected to grow at the fastest rate in the near future, as it is home to some of the largest technology companies in the world, and many of these companies are actively working on GAI projects. GAI is being used in Asia for applications such as language translation, automated customer service, and predictive maintenance in manufacturing amongst others.
Competitive Landscape
The report provides both, qualitative and quantitative research of global generative AI market, as well as provides comprehensive insights and development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analysed in the report. For each company, the report studies their global presence, competitors, service offerings and specification amongst others.
Some of the key players operating in the global generative AI market are
- Adobe
- Amazon Web Services, Inc.
- D-ID
- Genie AI Ltd
- Google LLC
- IBM
- Microsoft
- MOSTLY AI Solutions MP GmbH
- NVIDIA Corporation
- OpenAI
- Ordaos
- Paige.AI
- Rephrase.ai
- Synthesia Limited
- VEESUAL
- Other Market Participants
Global Generative AI Market:
By Technology
- Generative Adversarial Networks (GANs)
- Transformer-based models
- Variational Auto-encoders
- Diffusion Networks
By Category
- Visual
- Image generators
- Video generators
- Design Generators
- Audio
- Voice Generators
- Music Generators
- Text Generators
- Code Generators
By Deployment
- Web based
- App based
By End User Industry
- Healthcare
- Automotive
- Banking, Financial Services and Insurance
- Energy and Utilities
- Aerospace
- Military and Defense
- Government
- Manufacturing
- Media and Entertainment
- Marketing and Advertising
- Retail and E-commerce
- Logistics and Transportation
- Others
By Region
- North America (U.S., Canada, Mexico, Rest of North America)
- Europe (France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe
- Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific
- Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa)
- Latin America (Brazil, Argentina, Rest of Latin America)
Table of Contents
1.
Market
Scope
1.1. Market Segmentation
1.2. Years Considered
1.2.1. Base Year: 2022
1.2.2. Forecast Years: 2023 – 2031
2.
Key
Target Audiences
3.
Research
Methodology
3.1. Primary Research
3.1.1. Research Questionnaire
3.1.2. Global Percentage Breakdown
3.1.3. Primary Interviews: Key Opinion Leaders
(KOLs)
3.2. Secondary Research
3.2.1. Paid Databases
3.2.2. Secondary Sources
3.3. Market Size Estimates
3.3.1. Top-Down Approach
3.3.2. Bottom-Up Approach
3.4. Data Triangulation Methodology
3.5. Research Assumptions
4.
Recommendations
and Insights from AMI’s Perspective**
5.
Holistic
Overview of Generative AI Market
6.
Market
Synopsis: Generative AI Market
7.
Generative
AI Market Analysis: Qualitative Perspective
7.1. Introduction
7.1.1. Product Definition
7.1.2. Industry Development
7.2. Market Dynamics
7.2.1. Drivers
7.2.2. Restraints
7.2.3. Opportunities
7.3. Trends in Generative AI Market
7.4. Market Determinants Radar Chart
7.5. Macro-Economic and Micro-Economic Indicators:
Generative AI Market
7.6. Porter’s Five Force Analysis
8.
Global
Generative AI Market Analysis and Forecasts, 2023 – 2031
8.1. Overview
8.1.1. Global Generative AI Market Revenue (US$ Mn)
8.2. Global Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
8.2.1. Generative Adversarial Networks (GANs)
8.2.1.1. Definition
8.2.1.2. Market
Estimation, 2022
8.2.1.3. Market Forecast, 2023 - 2031
8.2.1.4. Compound Annual Growth Rate (CAGR)
8.2.1.5. Regional Bifurcation
8.2.1.5.1. North America
8.2.1.5.1.1. Market
Estimation, 2022
8.2.1.5.1.2. Market Forecast, 2023 - 2031
8.2.1.5.2. Europe
8.2.1.5.2.1. Market
Estimation, 2022
8.2.1.5.2.2. Market Forecast, 2023 - 2031
8.2.1.5.3. Asia Pacific
8.2.1.5.3.1. Market
Estimation, 2022
8.2.1.5.3.2. Market Forecast, 2023 - 2031
8.2.1.5.4. Middle East and Africa
8.2.1.5.4.1. Market
Estimation, 2022
8.2.1.5.4.2. Market Forecast, 2023 - 2031
8.2.1.5.5. Latin America
8.2.1.5.5.1. Market
Estimation, 2022
8.2.1.5.5.2. Market Forecast, 2023 - 2031
8.2.2. Transformer-based models
8.2.2.1. Definition
8.2.2.2. Market
Estimation, 2022
8.2.2.3. Market Forecast, 2023 - 2031
8.2.2.4. Compound Annual Growth Rate (CAGR)
8.2.2.5. Regional Bifurcation
8.2.2.5.1. North America
8.2.2.5.1.1. Market
Estimation, 2022
8.2.2.5.1.2. Market Forecast, 2023 - 2031
8.2.2.5.2. Europe
8.2.2.5.2.1. Market
Estimation, 2022
8.2.2.5.2.2. Market Forecast, 2023 - 2031
8.2.2.5.3. Asia Pacific
8.2.2.5.3.1. Market
Estimation, 2022
8.2.2.5.3.2. Market Forecast, 2023 - 2031
8.2.2.5.4. Middle East and Africa
8.2.2.5.4.1. Market
Estimation, 2022
8.2.2.5.4.2. Market Forecast, 2023 - 2031
8.2.2.5.5. Latin America
8.2.2.5.5.1. Market
Estimation, 2022
8.2.2.5.5.2. Market Forecast, 2023 - 2031
8.2.3. Variational Auto-encoders
8.2.3.1. Definition
8.2.3.2. Market Estimation,
2022
8.2.3.3. Market Forecast, 2023 - 2031
8.2.3.4. Compound Annual Growth Rate (CAGR)
8.2.3.5. Regional Bifurcation
8.2.3.5.1. North America
8.2.3.5.1.1. Market
Estimation, 2022
8.2.3.5.1.2. Market Forecast, 2023 - 2031
8.2.3.5.2. Europe
8.2.3.5.2.1. Market
Estimation, 2022
8.2.3.5.2.2. Market Forecast, 2023 - 2031
8.2.3.5.3. Asia Pacific
8.2.3.5.3.1. Market
Estimation, 2022
8.2.3.5.3.2. Market Forecast, 2023 - 2031
8.2.3.5.4. Middle East and Africa
8.2.3.5.4.1. Market
Estimation, 2022
8.2.3.5.4.2. Market Forecast, 2023 - 2031
8.2.3.5.5. Latin America
8.2.3.5.5.1. Market
Estimation, 2022
8.2.3.5.5.2. Market Forecast, 2023 - 2031
8.2.4. Diffusion Networks
8.2.4.1. Definition
8.2.4.2. Market
Estimation, 2022
8.2.4.3. Market Forecast, 2023 - 2031
8.2.4.4. Compound Annual Growth Rate (CAGR)
8.2.4.5. Regional Bifurcation
8.2.4.5.1. North America
8.2.4.5.1.1. Market
Estimation, 2022
8.2.4.5.1.2. Market Forecast, 2023 - 2031
8.2.4.5.2. Europe
8.2.4.5.2.1. Market
Estimation, 2022
8.2.4.5.2.2. Market Forecast, 2023 - 2031
8.2.4.5.3. Asia Pacific
8.2.4.5.3.1. Market
Estimation, 2022
8.2.4.5.3.2. Market Forecast, 2023 - 2031
8.2.4.5.4. Middle East and Africa
8.2.4.5.4.1. Market
Estimation, 2022
8.2.4.5.4.2. Market Forecast, 2023 - 2031
8.2.4.5.5. Latin America
8.2.4.5.5.1. Market
Estimation, 2022
8.2.4.5.5.2. Market Forecast, 2023 - 2031
8.3. Key Segment for Channeling Investments
8.3.1. By Technology
9.
Global
Generative AI Market Analysis and Forecasts, 2023 – 2031
9.1. Overview
9.2. Global Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
9.2.1. Visual (Definition, Market
Estimation, 2022, Compound Annual Growth Rate (CAGR),
Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and
Africa, Latin America) and Information on Image generators , Video generators ,
Design generators )
9.2.1.1. Image generators
9.2.1.2. Video generators
9.2.1.3. Design generators
9.2.2. Audio Generators (Definition, Market
Estimation, 2022, Compound Annual Growth Rate (CAGR), Regional Bifurcation
(North America, Europe, Asia Pacific, Middle East and Africa, Latin America)
and Information on Voice Generators, Music Generators)
9.2.2.1. Voice Generators
9.2.2.2. Music Generators
9.2.3. Text Generators
9.2.3.1. Definition
9.2.3.2. Market
Estimation, 2022
9.2.3.3. Market Forecast, 2023 - 2031
9.2.3.4. Compound Annual Growth Rate (CAGR)
9.2.3.5. Regional Bifurcation
9.2.3.5.1. North America
9.2.3.5.1.1. Market
Estimation, 2022
9.2.3.5.1.2. Market Forecast, 2023 - 2031
9.2.3.5.2. Europe
9.2.3.5.2.1. Market
Estimation, 2022
9.2.3.5.2.2. Market Forecast, 2023 - 2031
9.2.3.5.3. Asia Pacific
9.2.3.5.3.1. Market
Estimation, 2022
9.2.3.5.3.2. Market Forecast, 2023 - 2031
9.2.3.5.4. Middle East and Africa
9.2.3.5.4.1. Market
Estimation, 2022
9.2.3.5.4.2. Market Forecast, 2023 - 2031
9.2.3.5.5. Latin America
9.2.3.5.5.1. Market
Estimation, 2022
9.2.3.5.5.2. Market Forecast, 2023 - 2031
9.2.4. Code Generators
9.2.4.1. Definition
9.2.4.2. Market
Estimation, 2022
9.2.4.3. Market Forecast, 2023 - 2031
9.2.4.4. Compound Annual Growth Rate (CAGR)
9.2.4.5. Regional Bifurcation
9.2.4.5.1. North America
9.2.4.5.1.1. Market Estimation,
2022
9.2.4.5.1.2. Market Forecast, 2023 - 2031
9.2.4.5.2. Europe
9.2.4.5.2.1. Market
Estimation, 2022
9.2.4.5.2.2. Market Forecast, 2023 - 2031
9.2.4.5.3. Asia Pacific
9.2.4.5.3.1. Market
Estimation, 2022
9.2.4.5.3.2. Market Forecast, 2023 - 2031
9.2.4.5.4. Middle East and Africa
9.2.4.5.4.1. Market
Estimation, 2022
9.2.4.5.4.2. Market Forecast, 2023 - 2031
9.2.4.5.5. Latin America
9.2.4.5.5.1. Market
Estimation, 2022
9.2.4.5.5.2. Market Forecast, 2023 - 2031
9.3. Key Segment for Channeling Investments
9.3.1. By Category
10. Global Generative AI Market Analysis and
Forecasts, 2023 – 2031
10.1. Overview
10.2. Global Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
10.2.1. Web based
10.2.1.1. Definition
10.2.1.2. Market
Estimation, 2022
10.2.1.3. Market Forecast, 2023 - 2031
10.2.1.4. Compound Annual Growth Rate (CAGR)
10.2.1.5. Regional Bifurcation
10.2.1.5.1. North America
10.2.1.5.1.1. Market
Estimation, 2022
10.2.1.5.1.2. Market Forecast, 2023 - 2031
10.2.1.5.2. Europe
10.2.1.5.2.1. Market
Estimation, 2022
10.2.1.5.2.2. Market Forecast, 2023 - 2031
10.2.1.5.3. Asia Pacific
10.2.1.5.3.1. Market
Estimation, 2022
10.2.1.5.3.2. Market Forecast, 2023 - 2031
10.2.1.5.4. Middle East and Africa
10.2.1.5.4.1. Market
Estimation, 2022
10.2.1.5.4.2. Market Forecast, 2023 - 2031
10.2.1.5.5. Latin America
10.2.1.5.5.1. Market
Estimation, 2022
10.2.1.5.5.2. Market Forecast, 2023 - 2031
10.2.2. App based
10.2.2.1. Definition
10.2.2.2. Market
Estimation, 2022
10.2.2.3. Market Forecast, 2023 - 2031
10.2.2.4. Compound Annual Growth Rate (CAGR)
10.2.2.5. Regional Bifurcation
10.2.2.5.1. North America
10.2.2.5.1.1. Market
Estimation, 2022
10.2.2.5.1.2. Market Forecast, 2023 - 2031
10.2.2.5.2. Europe
10.2.2.5.2.1. Market
Estimation, 2022
10.2.2.5.2.2. Market Forecast, 2023 - 2031
10.2.2.5.3. Asia Pacific
10.2.2.5.3.1. Market
Estimation, 2022
10.2.2.5.3.2. Market Forecast, 2023 - 2031
10.2.2.5.4. Middle East and Africa
10.2.2.5.4.1. Market
Estimation, 2022
10.2.2.5.4.2. Market Forecast, 2023 - 2031
10.2.2.5.5. Latin America
10.2.2.5.5.1. Market
Estimation, 2022
10.2.2.5.5.2. Market Forecast, 2023 - 2031
10.3. Key Segment for Channeling Investments
10.3.1. By Deployment
11. Global Generative AI Market Analysis and
Forecasts, 2023 – 2031
11.1. Overview
11.2. Global Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
11.2.1. Healthcare
11.2.1.1. Definition
11.2.1.2. Market
Estimation, 2022
11.2.1.3. Market Forecast, 2023 - 2031
11.2.1.4. Compound Annual Growth Rate (CAGR)
11.2.1.5. Regional Bifurcation
11.2.1.5.1. North America
11.2.1.5.1.1. Market
Estimation, 2022
11.2.1.5.1.2. Market Forecast, 2023 - 2031
11.2.1.5.2. Europe
11.2.1.5.2.1. Market
Estimation, 2022
11.2.1.5.2.2. Market Forecast, 2023 - 2031
11.2.1.5.3. Asia Pacific
11.2.1.5.3.1. Market
Estimation, 2022
11.2.1.5.3.2. Market Forecast, 2023 - 2031
11.2.1.5.4. Middle East and Africa
11.2.1.5.4.1. Market
Estimation, 2022
11.2.1.5.4.2. Market Forecast, 2023 - 2031
11.2.1.5.5. Latin America
11.2.1.5.5.1. Market
Estimation, 2022
11.2.1.5.5.2. Market Forecast, 2023 - 2031
11.2.2. Automotive
11.2.2.1. Definition
11.2.2.2. Market
Estimation, 2022
11.2.2.3. Market Forecast, 2023 - 2031
11.2.2.4. Compound Annual Growth Rate (CAGR)
11.2.2.5. Regional Bifurcation
11.2.2.5.1. North America
11.2.2.5.1.1. Market
Estimation, 2022
11.2.2.5.1.2. Market Forecast, 2023 - 2031
11.2.2.5.2. Europe
11.2.2.5.2.1. Market
Estimation, 2022
11.2.2.5.2.2. Market Forecast, 2023 - 2031
11.2.2.5.3. Asia Pacific
11.2.2.5.3.1. Market
Estimation, 2022
11.2.2.5.3.2. Market Forecast, 2023 - 2031
11.2.2.5.4. Middle East and Africa
11.2.2.5.4.1. Market
Estimation, 2022
11.2.2.5.4.2. Market Forecast, 2023 - 2031
11.2.2.5.5. Latin America
11.2.2.5.5.1. Market
Estimation, 2022
11.2.2.5.5.2. Market Forecast, 2023 - 2031
11.2.3. Banking, Financial Services and Insurance
11.2.3.1. Definition
11.2.3.2. Market
Estimation, 2022
11.2.3.3. Market Forecast, 2023 - 2031
11.2.3.4. Compound Annual Growth Rate (CAGR)
11.2.3.5. Regional Bifurcation
11.2.3.5.1. North America
11.2.3.5.1.1. Market
Estimation, 2022
11.2.3.5.1.2. Market Forecast, 2023 - 2031
11.2.3.5.2. Europe
11.2.3.5.2.1. Market
Estimation, 2022
11.2.3.5.2.2. Market Forecast, 2023 - 2031
11.2.3.5.3. Asia Pacific
11.2.3.5.3.1. Market
Estimation, 2022
11.2.3.5.3.2. Market Forecast, 2023 - 2031
11.2.3.5.4. Middle East and Africa
11.2.3.5.4.1. Market
Estimation, 2022
11.2.3.5.4.2. Market Forecast, 2023 - 2031
11.2.3.5.5. Latin America
11.2.3.5.5.1. Market
Estimation, 2022
11.2.3.5.5.2. Market Forecast, 2023 - 2031
11.2.4. Energy and Utilities
11.2.4.1. Definition
11.2.4.2. Market
Estimation, 2022
11.2.4.3. Market Forecast, 2023 - 2031
11.2.4.4. Compound Annual Growth Rate (CAGR)
11.2.4.5. Regional Bifurcation
11.2.4.5.1. North America
11.2.4.5.1.1. Market
Estimation, 2022
11.2.4.5.1.2. Market Forecast, 2023 - 2031
11.2.4.5.2. Europe
11.2.4.5.2.1. Market
Estimation, 2022
11.2.4.5.2.2. Market Forecast, 2023 - 2031
11.2.4.5.3. Asia Pacific
11.2.4.5.3.1. Market
Estimation, 2022
11.2.4.5.3.2. Market Forecast, 2023 - 2031
11.2.4.5.4. Middle East and Africa
11.2.4.5.4.1. Market
Estimation, 2022
11.2.4.5.4.2. Market Forecast, 2023 - 2031
11.2.4.5.5. Latin America
11.2.4.5.5.1. Market
Estimation, 2022
11.2.4.5.5.2. Market Forecast, 2023 - 2031
11.2.5. Aerospace
11.2.5.1. Definition
11.2.5.2. Market
Estimation, 2022
11.2.5.3. Market Forecast, 2023 - 2031
11.2.5.4. Compound Annual Growth Rate (CAGR)
11.2.5.5. Regional Bifurcation
11.2.5.5.1. North America
11.2.5.5.1.1. Market
Estimation, 2022
11.2.5.5.1.2. Market Forecast, 2023 - 2031
11.2.5.5.2. Europe
11.2.5.5.2.1. Market
Estimation, 2022
11.2.5.5.2.2. Market Forecast, 2023 - 2031
11.2.5.5.3. Asia Pacific
11.2.5.5.3.1. Market
Estimation, 2022
11.2.5.5.3.2. Market Forecast, 2023 - 2031
11.2.5.5.4. Middle East and Africa
11.2.5.5.4.1. Market
Estimation, 2022
11.2.5.5.4.2. Market Forecast, 2023 - 2031
11.2.5.5.5. Latin America
11.2.5.5.5.1. Market
Estimation, 2022
11.2.5.5.5.2. Market Forecast, 2023 - 2031
11.2.6. Military and
Defense
11.2.6.1. Definition
11.2.6.2. Market
Estimation, 2022
11.2.6.3. Market Forecast, 2023 - 2031
11.2.6.4. Compound Annual Growth Rate (CAGR)
11.2.6.5. Regional Bifurcation
11.2.6.5.1. North America
11.2.6.5.1.1. Market
Estimation, 2022
11.2.6.5.1.2. Market Forecast, 2023 - 2031
11.2.6.5.2. Europe
11.2.6.5.2.1. Market
Estimation, 2022
11.2.6.5.2.2. Market Forecast, 2023 - 2031
11.2.6.5.3. Asia Pacific
11.2.6.5.3.1. Market
Estimation, 2022
11.2.6.5.3.2. Market Forecast, 2023 - 2031
11.2.6.5.4. Middle East and Africa
11.2.6.5.4.1. Market
Estimation, 2022
11.2.6.5.4.2. Market Forecast, 2023 - 2031
11.2.6.5.5. Latin America
11.2.6.5.5.1. Market
Estimation, 2022
11.2.6.5.5.2. Market Forecast, 2023 - 2031
11.2.7. Government
11.2.7.1. Definition
11.2.7.2. Market
Estimation, 2022
11.2.7.3. Market Forecast, 2023 - 2031
11.2.7.4. Compound Annual Growth Rate (CAGR)
11.2.7.5. Regional Bifurcation
11.2.7.5.1. North America
11.2.7.5.1.1. Market
Estimation, 2022
11.2.7.5.1.2. Market Forecast, 2023 - 2031
11.2.7.5.2. Europe
11.2.7.5.2.1. Market
Estimation, 2022
11.2.7.5.2.2. Market Forecast, 2023 - 2031
11.2.7.5.3. Asia Pacific
11.2.7.5.3.1. Market
Estimation, 2022
11.2.7.5.3.2. Market Forecast, 2023 - 2031
11.2.7.5.4. Middle East and Africa
11.2.7.5.4.1. Market Estimation,
2022
11.2.7.5.4.2. Market Forecast, 2023 - 2031
11.2.7.5.5. Latin America
11.2.7.5.5.1. Market
Estimation, 2022
11.2.7.5.5.2. Market Forecast, 2023 - 2031
11.2.8. Manufacturing
11.2.8.1. Definition
11.2.8.2. Market
Estimation, 2022
11.2.8.3. Market Forecast, 2023 - 2031
11.2.8.4. Compound Annual Growth Rate (CAGR)
11.2.8.5. Regional Bifurcation
11.2.8.5.1. North America
11.2.8.5.1.1. Market
Estimation, 2022
11.2.8.5.1.2. Market Forecast, 2023 - 2031
11.2.8.5.2. Europe
11.2.8.5.2.1. Market
Estimation, 2022
11.2.8.5.2.2. Market Forecast, 2023 - 2031
11.2.8.5.3. Asia Pacific
11.2.8.5.3.1. Market
Estimation, 2022
11.2.8.5.3.2. Market Forecast, 2023 - 2031
11.2.8.5.4. Middle East and Africa
11.2.8.5.4.1. Market
Estimation, 2022
11.2.8.5.4.2. Market Forecast, 2023 - 2031
11.2.8.5.5. Latin America
11.2.8.5.5.1. Market
Estimation, 2022
11.2.8.5.5.2. Market Forecast, 2023 - 2031
11.2.9. Media and Entertainment
11.2.9.1. Definition
11.2.9.2. Market
Estimation, 2022
11.2.9.3. Market Forecast, 2023 - 2031
11.2.9.4. Compound Annual Growth Rate (CAGR)
11.2.9.5. Regional Bifurcation
11.2.9.5.1. North America
11.2.9.5.1.1. Market
Estimation, 2022
11.2.9.5.1.2. Market Forecast, 2023 - 2031
11.2.9.5.2. Europe
11.2.9.5.2.1. Market
Estimation, 2022
11.2.9.5.2.2. Market Forecast, 2023 - 2031
11.2.9.5.3. Asia Pacific
11.2.9.5.3.1. Market
Estimation, 2022
11.2.9.5.3.2. Market Forecast, 2023 - 2031
11.2.9.5.4. Middle East and Africa
11.2.9.5.4.1. Market
Estimation, 2022
11.2.9.5.4.2. Market Forecast, 2023 - 2031
11.2.9.5.5. Latin America
11.2.9.5.5.1. Market
Estimation, 2022
11.2.9.5.5.2. Market Forecast, 2023 - 2031
11.2.10. Marketing and Advertising
11.2.10.1. Definition
11.2.10.2. Market
Estimation, 2022
11.2.10.3. Market Forecast, 2023 - 2031
11.2.10.4. Compound Annual Growth Rate (CAGR)
11.2.10.5. Regional Bifurcation
11.2.10.5.1. North America
11.2.10.5.1.1. Market
Estimation, 2022
11.2.10.5.1.2. Market Forecast, 2023 - 2031
11.2.10.5.2. Europe
11.2.10.5.2.1. Market
Estimation, 2022
11.2.10.5.2.2. Market Forecast, 2023 - 2031
11.2.10.5.3. Asia Pacific
11.2.10.5.3.1. Market
Estimation, 2022
11.2.10.5.3.2. Market Forecast, 2023 - 2031
11.2.10.5.4. Middle East and Africa
11.2.10.5.4.1. Market
Estimation, 2022
11.2.10.5.4.2. Market Forecast, 2023 - 2031
11.2.10.5.5. Latin America
11.2.10.5.5.1. Market
Estimation, 2022
11.2.10.5.5.2. Market Forecast, 2023 - 2031
11.2.11. Retail and E-commerce
11.2.11.1. Definition
11.2.11.2. Market
Estimation, 2022
11.2.11.3. Market Forecast, 2023 - 2031
11.2.11.4. Compound Annual Growth Rate (CAGR)
11.2.11.5. Regional Bifurcation
11.2.11.5.1. North America
11.2.11.5.1.1. Market
Estimation, 2022
11.2.11.5.1.2. Market Forecast, 2023 - 2031
11.2.11.5.2. Europe
11.2.11.5.2.1. Market
Estimation, 2022
11.2.11.5.2.2. Market Forecast, 2023 - 2031
11.2.11.5.3. Asia Pacific
11.2.11.5.3.1. Market
Estimation, 2022
11.2.11.5.3.2. Market Forecast, 2023 - 2031
11.2.11.5.4. Middle East and Africa
11.2.11.5.4.1. Market
Estimation, 2022
11.2.11.5.4.2. Market Forecast, 2023 - 2031
11.2.11.5.5. Latin America
11.2.11.5.5.1. Market
Estimation, 2022
11.2.11.5.5.2. Market Forecast, 2023 - 2031
11.2.12. Logistics and Transportation
11.2.12.1. Definition
11.2.12.2. Market
Estimation, 2022
11.2.12.3. Market Forecast, 2023 - 2031
11.2.12.4. Compound Annual Growth Rate (CAGR)
11.2.12.5. Regional Bifurcation
11.2.12.5.1. North America
11.2.12.5.1.1. Market
Estimation, 2022
11.2.12.5.1.2. Market Forecast, 2023 - 2031
11.2.12.5.2. Europe
11.2.12.5.2.1. Market
Estimation, 2022
11.2.12.5.2.2. Market Forecast, 2023 - 2031
11.2.12.5.3. Asia Pacific
11.2.12.5.3.1. Market
Estimation, 2022
11.2.12.5.3.2. Market Forecast, 2023 - 2031
11.2.12.5.4. Middle East and Africa
11.2.12.5.4.1. Market
Estimation, 2022
11.2.12.5.4.2. Market Forecast, 2023 - 2031
11.2.12.5.5. Latin America
11.2.12.5.5.1. Market
Estimation, 2022
11.2.12.5.5.2. Market Forecast, 2023 - 2031
11.2.13. Others
11.2.13.1. Definition
11.2.13.2. Market
Estimation, 2022
11.2.13.3. Market Forecast, 2023 - 2031
11.2.13.4. Compound Annual Growth Rate (CAGR)
11.2.13.5. Regional Bifurcation
11.2.13.5.1. North America
11.2.13.5.1.1. Market
Estimation, 2022
11.2.13.5.1.2. Market Forecast, 2023 - 2031
11.2.13.5.2. Europe
11.2.13.5.2.1. Market
Estimation, 2022
11.2.13.5.2.2. Market Forecast, 2023 - 2031
11.2.13.5.3. Asia Pacific
11.2.13.5.3.1. Market
Estimation, 2022
11.2.13.5.3.2. Market Forecast, 2023 - 2031
11.2.13.5.4. Middle East and Africa
11.2.13.5.4.1. Market
Estimation, 2022
11.2.13.5.4.2. Market Forecast, 2023 - 2031
11.2.13.5.5. Latin America
11.2.13.5.5.1. Market
Estimation, 2022
11.2.13.5.5.2. Market Forecast, 2023 - 2031
11.3. Key Segment for Channeling Investments
11.3.1. By End User Industry
12. North America Generative AI Market Analysis
and Forecasts, 2023 - 2031
12.1. Overview
12.1.1. North America Generative AI Market Revenue
(US$ Mn)
12.2. North America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
12.2.1. Generative Adversarial Networks (GANs)
12.2.2. Transformer-based models
12.2.3. Variational Auto-encoders
12.2.4. Diffusion Networks
12.3. North America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
12.3.1. Visual
12.3.1.1. Image generators
12.3.1.2. Video generators
12.3.1.3. Design generators
12.3.2. Audio Generators
12.3.2.1. Voice Generators
12.3.2.2. Music Generators
12.3.3. Text Generators
12.3.4. Code Generators
12.4. North America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
12.4.1. Web based
12.4.2. App based
12.5. North America Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
12.5.1. Healthcare
12.5.2. Automotive
12.5.3. Banking, Financial Services and Insurance
12.5.4. Energy and Utilities
12.5.5. Aerospace
12.5.6. Military and
Defense
12.5.7. Government
12.5.8. Manufacturing
12.5.9. Media and Entertainment
12.5.10. Marketing and Advertising
12.5.11. Retail and E-commerce
12.5.12. Logistics and Transportation
12.5.13. Others
12.6. North America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
12.6.1. U.S
12.6.1.1. U.S Generative AI Market Revenue (US$ Mn) and
Forecasts, By Technology
12.6.1.1.1. Generative Adversarial Networks (GANs)
12.6.1.1.2. Transformer-based models
12.6.1.1.3. Variational Auto-encoders
12.6.1.1.4. Diffusion Networks
12.6.1.2. U.S Generative AI Market Revenue (US$ Mn) and
Forecasts, By Category
12.6.1.2.1. Visual
12.6.1.2.1.1. Image generators
12.6.1.2.1.2. Video generators
12.6.1.2.1.3. Design generators
12.6.1.2.2. Audio Generators
12.6.1.2.2.1. Voice Generators
12.6.1.2.2.2. Music Generators
12.6.1.2.3. Text Generators
12.6.1.2.4. Code Generators
12.6.1.3. U.S Generative AI Market Revenue (US$ Mn) and
Forecasts, By Deployment
12.6.1.3.1. Web based
12.6.1.3.2. App based
12.6.1.4. U.S Generative AI Market Revenue (US$ Mn) and
Forecasts, By End User Industry
12.6.1.4.1. Healthcare
12.6.1.4.2. Automotive
12.6.1.4.3. Banking, Financial Services and Insurance
12.6.1.4.4. Energy and Utilities
12.6.1.4.5. Aerospace
12.6.1.4.6. Military and
Defense
12.6.1.4.7. Government
12.6.1.4.8. Manufacturing
12.6.1.4.9. Media and Entertainment
12.6.1.4.10. Marketing and Advertising
12.6.1.4.11. Retail and E-commerce
12.6.1.4.12. Logistics and Transportation
12.6.1.4.13. Others
12.6.2. Canada
12.6.2.1. Canada Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
12.6.2.1.1. Generative Adversarial Networks (GANs)
12.6.2.1.2. Transformer-based models
12.6.2.1.3. Variational Auto-encoders
12.6.2.1.4. Diffusion Networks
12.6.2.2. Canada Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
12.6.2.2.1. Visual
12.6.2.2.1.1. Image generators
12.6.2.2.1.2. Video generators
12.6.2.2.1.3. Design generators
12.6.2.2.2. Audio Generators
12.6.2.2.2.1. Voice Generators
12.6.2.2.2.2. Music Generators
12.6.2.2.3. Text Generators
12.6.2.2.4. Code Generators
12.6.2.3. Canada Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
12.6.2.3.1. Web based
12.6.2.3.2. App based
12.6.2.4. Canada Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
12.6.2.4.1. Healthcare
12.6.2.4.2. Automotive
12.6.2.4.3. Banking, Financial Services and Insurance
12.6.2.4.4. Energy and Utilities
12.6.2.4.5. Aerospace
12.6.2.4.6. Military and
Defense
12.6.2.4.7. Government
12.6.2.4.8. Manufacturing
12.6.2.4.9. Media and Entertainment
12.6.2.4.10. Marketing and Advertising
12.6.2.4.11. Retail and E-commerce
12.6.2.4.12. Logistics and Transportation
12.6.2.4.13. Others
12.6.3. Mexico
12.6.3.1. Mexico Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
12.6.3.1.1. Generative Adversarial Networks (GANs)
12.6.3.1.2. Transformer-based models
12.6.3.1.3. Variational Auto-encoders
12.6.3.1.4. Diffusion Networks
12.6.3.2. Mexico Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
12.6.3.2.1. Visual
12.6.3.2.1.1. Image generators
12.6.3.2.1.2. Video generators
12.6.3.2.1.3. Design generators
12.6.3.2.2. Audio Generators
12.6.3.2.2.1. Voice Generators
12.6.3.2.2.2. Music Generators
12.6.3.2.3. Text Generators
12.6.3.2.4. Code Generators
12.6.3.3. Mexico Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
12.6.3.3.1. Web based
12.6.3.3.2. App based
12.6.3.4. Mexico Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
12.6.3.4.1. Healthcare
12.6.3.4.2. Automotive
12.6.3.4.3. Banking, Financial Services and Insurance
12.6.3.4.4. Energy and Utilities
12.6.3.4.5. Aerospace
12.6.3.4.6. Military and
Defense
12.6.3.4.7. Government
12.6.3.4.8. Manufacturing
12.6.3.4.9. Media and Entertainment
12.6.3.4.10. Marketing and Advertising
12.6.3.4.11. Retail and E-commerce
12.6.3.4.12. Logistics and Transportation
12.6.3.4.13. Others
12.6.4. Rest of North America
12.6.4.1. Rest of North America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Technology
12.6.4.1.1. Generative Adversarial Networks (GANs)
12.6.4.1.2. Transformer-based models
12.6.4.1.3. Variational Auto-encoders
12.6.4.1.4. Diffusion Networks
12.6.4.2. Rest of North America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Category
12.6.4.2.1. Visual
12.6.4.2.1.1. Image generators
12.6.4.2.1.2. Video generators
12.6.4.2.1.3. Design generators
12.6.4.2.2. Audio Generators
12.6.4.2.2.1. Voice Generators
12.6.4.2.2.2. Music Generators
12.6.4.2.3. Text Generators
12.6.4.2.4. Code Generators
12.6.4.3. Rest of North America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Deployment
12.6.4.3.1. Web based
12.6.4.3.2. App based
12.6.4.4. Rest of North America Generative AI Market
Revenue (US$ Mn) and Forecasts, By End User Industry
12.6.4.4.1. Healthcare
12.6.4.4.2. Automotive
12.6.4.4.3. Banking, Financial Services and Insurance
12.6.4.4.4. Energy and Utilities
12.6.4.4.5. Aerospace
12.6.4.4.6. Military and
Defense
12.6.4.4.7. Government
12.6.4.4.8. Manufacturing
12.6.4.4.9. Media and Entertainment
12.6.4.4.10. Marketing and Advertising
12.6.4.4.11. Retail and E-commerce
12.6.4.4.12. Logistics and Transportation
12.6.4.4.13. Others
12.7. Key Segment for Channeling Investments
12.7.1. By Country
12.7.2. By Technology
12.7.3. By Category
12.7.4. By Deployment
12.7.5. By End User Industry
13. Europe Generative AI Market Analysis and
Forecasts, 2023 - 2031
13.1. Overview
13.1.1. Europe Generative AI Market Revenue (US$ Mn)
13.2. Europe Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.2.1. Generative Adversarial Networks (GANs)
13.2.2. Transformer-based models
13.2.3. Variational Auto-encoders
13.2.4. Diffusion Networks
13.3. Europe Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.3.1. Visual
13.3.1.1. Image generators
13.3.1.2. Video generators
13.3.1.3. Design generators
13.3.2. Audio Generators
13.3.2.1. Voice Generators
13.3.2.2. Music Generators
13.3.3. Text Generators
13.3.4. Code Generators
13.4. Europe Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.4.1. Web based
13.4.2. App based
13.5. Europe Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.5.1. Healthcare
13.5.2. Automotive
13.5.3. Banking, Financial Services and Insurance
13.5.4. Energy and Utilities
13.5.5. Aerospace
13.5.6. Military and
Defense
13.5.7. Government
13.5.8. Manufacturing
13.5.9. Media and Entertainment
13.5.10. Marketing and Advertising
13.5.11. Retail and E-commerce
13.5.12. Logistics and Transportation
13.5.13. Others
13.6. Europe Generative AI Market Revenue (US$ Mn)
and Forecasts, By Country
13.6.1. France
13.6.1.1. France Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.6.1.1.1. Generative Adversarial Networks (GANs)
13.6.1.1.2. Transformer-based models
13.6.1.1.3. Variational Auto-encoders
13.6.1.1.4. Diffusion Networks
13.6.1.2. France Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.6.1.2.1. Visual
13.6.1.2.1.1. Image generators
13.6.1.2.1.2. Video generators
13.6.1.2.1.3. Design generators
13.6.1.2.2. Audio Generators
13.6.1.2.2.1. Voice Generators
13.6.1.2.2.2. Music Generators
13.6.1.2.3. Text Generators
13.6.1.2.4. Code Generators
13.6.1.3. France Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.6.1.3.1. Web based
13.6.1.3.2. App based
13.6.1.4. France Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.6.1.4.1. Healthcare
13.6.1.4.2. Automotive
13.6.1.4.3. Banking, Financial Services and Insurance
13.6.1.4.4. Energy and Utilities
13.6.1.4.5. Aerospace
13.6.1.4.6. Military and
Defense
13.6.1.4.7. Government
13.6.1.4.8. Manufacturing
13.6.1.4.9. Media and Entertainment
13.6.1.4.10. Marketing and Advertising
13.6.1.4.11. Retail and E-commerce
13.6.1.4.12. Logistics and Transportation
13.6.1.4.13. Others
13.6.2. The UK
13.6.2.1. The UK Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.6.2.1.1. Generative Adversarial Networks (GANs)
13.6.2.1.2. Transformer-based models
13.6.2.1.3. Variational Auto-encoders
13.6.2.1.4. Diffusion Networks
13.6.2.2. The UK Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.6.2.2.1. Visual
13.6.2.2.1.1. Image generators
13.6.2.2.1.2. Video generators
13.6.2.2.1.3. Design generators
13.6.2.2.2. Audio Generators
13.6.2.2.2.1. Voice Generators
13.6.2.2.2.2. Music Generators
13.6.2.2.3. Text Generators
13.6.2.2.4. Code Generators
13.6.2.3. The UK Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.6.2.3.1. Web based
13.6.2.3.2. App based
13.6.2.4. The UK Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.6.2.4.1. Healthcare
13.6.2.4.2. Automotive
13.6.2.4.3. Banking, Financial Services and Insurance
13.6.2.4.4. Energy and Utilities
13.6.2.4.5. Aerospace
13.6.2.4.6. Military and
Defense
13.6.2.4.7. Government
13.6.2.4.8. Manufacturing
13.6.2.4.9. Media and Entertainment
13.6.2.4.10. Marketing and Advertising
13.6.2.4.11. Retail and E-commerce
13.6.2.4.12. Logistics and Transportation
13.6.2.4.13. Others
13.6.3. Spain
13.6.3.1. Spain Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.6.3.1.1. Generative Adversarial Networks (GANs)
13.6.3.1.2. Transformer-based models
13.6.3.1.3. Variational Auto-encoders
13.6.3.1.4. Diffusion Networks
13.6.3.2. Spain Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.6.3.2.1. Visual
13.6.3.2.1.1. Image generators
13.6.3.2.1.2. Video generators
13.6.3.2.1.3. Design generators
13.6.3.2.2. Audio Generators
13.6.3.2.2.1. Voice Generators
13.6.3.2.2.2. Music Generators
13.6.3.2.3. Text Generators
13.6.3.2.4. Code Generators
13.6.3.3. Spain Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.6.3.3.1. Web based
13.6.3.3.2. App based
13.6.3.4. Spain Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.6.3.4.1. Healthcare
13.6.3.4.2. Automotive
13.6.3.4.3. Banking, Financial Services and Insurance
13.6.3.4.4. Energy and Utilities
13.6.3.4.5. Aerospace
13.6.3.4.6. Military and
Defense
13.6.3.4.7. Government
13.6.3.4.8. Manufacturing
13.6.3.4.9. Media and Entertainment
13.6.3.4.10. Marketing and Advertising
13.6.3.4.11. Retail and E-commerce
13.6.3.4.12. Logistics and Transportation
13.6.3.4.13. Others
13.6.4. Germany
13.6.4.1. Germany Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.6.4.1.1. Generative Adversarial Networks (GANs)
13.6.4.1.2. Transformer-based models
13.6.4.1.3. Variational Auto-encoders
13.6.4.1.4. Diffusion Networks
13.6.4.2. Germany Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.6.4.2.1. Visual
13.6.4.2.1.1. Image generators
13.6.4.2.1.2. Video generators
13.6.4.2.1.3. Design generators
13.6.4.2.2. Audio Generators
13.6.4.2.2.1. Voice Generators
13.6.4.2.2.2. Music Generators
13.6.4.2.3. Text Generators
13.6.4.2.4. Code Generators
13.6.4.3. Germany Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.6.4.3.1. Web based
13.6.4.3.2. App based
13.6.4.4. Germany Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.6.4.4.1. Healthcare
13.6.4.4.2. Automotive
13.6.4.4.3. Banking, Financial Services and Insurance
13.6.4.4.4. Energy and Utilities
13.6.4.4.5. Aerospace
13.6.4.4.6. Military and
Defense
13.6.4.4.7. Government
13.6.4.4.8. Manufacturing
13.6.4.4.9. Media and Entertainment
13.6.4.4.10. Marketing and Advertising
13.6.4.4.11. Retail and E-commerce
13.6.4.4.12. Logistics and Transportation
13.6.4.4.13. Others
13.6.5. Italy
13.6.5.1. Italy Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
13.6.5.1.1. Generative Adversarial Networks (GANs)
13.6.5.1.2. Transformer-based models
13.6.5.1.3. Variational Auto-encoders
13.6.5.1.4. Diffusion Networks
13.6.5.2. Italy Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
13.6.5.2.1. Visual
13.6.5.2.1.1. Image generators
13.6.5.2.1.2. Video generators
13.6.5.2.1.3. Design generators
13.6.5.2.2. Audio Generators
13.6.5.2.2.1. Voice Generators
13.6.5.2.2.2. Music Generators
13.6.5.2.3. Text Generators
13.6.5.2.4. Code Generators
13.6.5.3. Italy Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
13.6.5.3.1. Web based
13.6.5.3.2. App based
13.6.5.4. Italy Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
13.6.5.4.1. Healthcare
13.6.5.4.2. Automotive
13.6.5.4.3. Banking, Financial Services and Insurance
13.6.5.4.4. Energy and Utilities
13.6.5.4.5. Aerospace
13.6.5.4.6. Military and
Defense
13.6.5.4.7. Government
13.6.5.4.8. Manufacturing
13.6.5.4.9. Media and Entertainment
13.6.5.4.10. Marketing and Advertising
13.6.5.4.11. Retail and E-commerce
13.6.5.4.12. Logistics and Transportation
13.6.5.4.13. Others
13.6.6. Nordic Countries
13.6.6.1. Nordic Countries Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
13.6.6.1.1. Generative Adversarial Networks (GANs)
13.6.6.1.2. Transformer-based models
13.6.6.1.3. Variational Auto-encoders
13.6.6.1.4. Diffusion Networks
13.6.6.2. Nordic Countries Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
13.6.6.2.1. Visual
13.6.6.2.1.1. Image generators
13.6.6.2.1.2. Video generators
13.6.6.2.1.3. Design generators
13.6.6.2.2. Audio Generators
13.6.6.2.2.1. Voice Generators
13.6.6.2.2.2. Music Generators
13.6.6.2.3. Text Generators
13.6.6.2.4. Code Generators
13.6.6.3. Nordic Countries Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
13.6.6.3.1. Web based
13.6.6.3.2. App based
13.6.6.4. Nordic Countries Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
13.6.6.4.1. Healthcare
13.6.6.4.2. Automotive
13.6.6.4.3. Banking, Financial Services and Insurance
13.6.6.4.4. Energy and Utilities
13.6.6.4.5. Aerospace
13.6.6.4.6. Military and
Defense
13.6.6.4.7. Government
13.6.6.4.8. Manufacturing
13.6.6.4.9. Media and Entertainment
13.6.6.4.10. Marketing and Advertising
13.6.6.4.11. Retail and E-commerce
13.6.6.4.12. Logistics and Transportation
13.6.6.4.13. Others
13.6.6.5. Nordic Countries Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
13.6.6.5.1. Denmark
13.6.6.5.2. Finland
13.6.6.5.3. Iceland
13.6.6.5.4. Sweden
13.6.6.5.5. Norway
13.6.7. Benelux Union
13.6.7.1. Benelux Union Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
13.6.7.1.1. Generative Adversarial Networks (GANs)
13.6.7.1.2. Transformer-based models
13.6.7.1.3. Variational Auto-encoders
13.6.7.1.4. Diffusion Networks
13.6.7.2. Benelux Union Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
13.6.7.2.1. Visual
13.6.7.2.1.1. Image generators
13.6.7.2.1.2. Video generators
13.6.7.2.1.3. Design generators
13.6.7.2.2. Audio Generators
13.6.7.2.2.1. Voice Generators
13.6.7.2.2.2. Music Generators
13.6.7.2.3. Text Generators
13.6.7.2.4. Code Generators
13.6.7.3. Benelux Union Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
13.6.7.3.1. Web based
13.6.7.3.2. App based
13.6.7.4. Benelux Union Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
13.6.7.4.1. Healthcare
13.6.7.4.2. Automotive
13.6.7.4.3. Banking, Financial Services and Insurance
13.6.7.4.4. Energy and Utilities
13.6.7.4.5. Aerospace
13.6.7.4.6. Military and
Defense
13.6.7.4.7. Government
13.6.7.4.8. Manufacturing
13.6.7.4.9. Media and Entertainment
13.6.7.4.10. Marketing and Advertising
13.6.7.4.11. Retail and E-commerce
13.6.7.4.12. Logistics and Transportation
13.6.7.4.13. Others
13.6.7.5. Benelux Union Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
13.6.7.5.1. Belgium
13.6.7.5.2. The Netherlands
13.6.7.5.3. Luxembourg
13.6.8. Rest of Europe
13.6.8.1. Rest of Europe Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
13.6.8.1.1. Generative Adversarial Networks (GANs)
13.6.8.1.2. Transformer-based models
13.6.8.1.3. Variational Auto-encoders
13.6.8.1.4. Diffusion Networks
13.6.8.2. Rest of Europe Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
13.6.8.2.1. Visual
13.6.8.2.1.1. Image generators
13.6.8.2.1.2. Video generators
13.6.8.2.1.3. Design generators
13.6.8.2.2. Audio Generators
13.6.8.2.2.1. Voice Generators
13.6.8.2.2.2. Music Generators
13.6.8.2.3. Text Generators
13.6.8.2.4. Code Generators
13.6.8.3. Rest of Europe Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
13.6.8.3.1. Web based
13.6.8.3.2. App based
13.6.8.4. Rest of Europe Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
13.6.8.4.1. Healthcare
13.6.8.4.2. Automotive
13.6.8.4.3. Banking, Financial Services and Insurance
13.6.8.4.4. Energy and Utilities
13.6.8.4.5. Aerospace
13.6.8.4.6. Military and
Defense
13.6.8.4.7. Government
13.6.8.4.8. Manufacturing
13.6.8.4.9. Media and Entertainment
13.6.8.4.10. Marketing and Advertising
13.6.8.4.11. Retail and E-commerce
13.6.8.4.12. Logistics and Transportation
13.6.8.4.13. Others
13.7. Key Segment for Channeling Investments
13.7.1. By Country
13.7.2. By Technology
13.7.3. By Category
13.7.4. By Deployment
13.7.5. By End User Industry
14. Asia Pacific Generative AI Market Analysis
and Forecasts, 2023 - 2031
14.1. Overview
14.1.1. Asia Pacific Generative AI Market Revenue
(US$ Mn)
14.2. Asia Pacific Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
14.2.1. Generative Adversarial Networks (GANs)
14.2.2. Transformer-based models
14.2.3. Variational Auto-encoders
14.2.4. Diffusion Networks
14.3. Asia Pacific Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
14.3.1. Visual
14.3.1.1. Image generators
14.3.1.2. Video generators
14.3.1.3. Design generators
14.3.2. Audio Generators
14.3.2.1. Voice Generators
14.3.2.2. Music Generators
14.3.3. Text Generators
14.3.4. Code Generators
14.4. Asia Pacific Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
14.4.1. Web based
14.4.2. App based
14.5. Asia Pacific Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
14.5.1. Healthcare
14.5.2. Automotive
14.5.3. Banking, Financial Services and Insurance
14.5.4. Energy and Utilities
14.5.5. Aerospace
14.5.6. Military and
Defense
14.5.7. Government
14.5.8. Manufacturing
14.5.9. Media and Entertainment
14.5.10. Marketing and Advertising
14.5.11. Retail and E-commerce
14.5.12. Logistics and Transportation
14.5.13. Others
14.6. Asia Pacific Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
14.6.1. China
14.6.1.1. China Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
14.6.1.1.1. Generative Adversarial Networks (GANs)
14.6.1.1.2. Transformer-based models
14.6.1.1.3. Variational Auto-encoders
14.6.1.1.4. Diffusion Networks
14.6.1.2. China Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
14.6.1.2.1. Visual
14.6.1.2.1.1. Image generators
14.6.1.2.1.2. Video generators
14.6.1.2.1.3. Design generators
14.6.1.2.2. Audio Generators
14.6.1.2.2.1. Voice Generators
14.6.1.2.2.2. Music Generators
14.6.1.2.3. Text Generators
14.6.1.2.4. Code Generators
14.6.1.3. China Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
14.6.1.3.1. Web based
14.6.1.3.2. App based
14.6.1.4. China Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
14.6.1.4.1. Healthcare
14.6.1.4.2. Automotive
14.6.1.4.3. Banking, Financial Services and Insurance
14.6.1.4.4. Energy and Utilities
14.6.1.4.5. Aerospace
14.6.1.4.6. Military and
Defense
14.6.1.4.7. Government
14.6.1.4.8. Manufacturing
14.6.1.4.9. Media and Entertainment
14.6.1.4.10. Marketing and Advertising
14.6.1.4.11. Retail and E-commerce
14.6.1.4.12. Logistics and Transportation
14.6.1.4.13. Others
14.6.2. Japan
14.6.2.1. Japan Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
14.6.2.1.1. Generative Adversarial Networks (GANs)
14.6.2.1.2. Transformer-based models
14.6.2.1.3. Variational Auto-encoders
14.6.2.1.4. Diffusion Networks
14.6.2.2. Japan Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
14.6.2.2.1. Visual
14.6.2.2.1.1. Image generators
14.6.2.2.1.2. Video generators
14.6.2.2.1.3. Design generators
14.6.2.2.2. Audio Generators
14.6.2.2.2.1. Voice Generators
14.6.2.2.2.2. Music Generators
14.6.2.2.3. Text Generators
14.6.2.2.4. Code Generators
14.6.2.3. Japan Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
14.6.2.3.1. Web based
14.6.2.3.2. App based
14.6.2.4. Japan Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
14.6.2.4.1. Healthcare
14.6.2.4.2. Automotive
14.6.2.4.3. Banking, Financial Services and Insurance
14.6.2.4.4. Energy and Utilities
14.6.2.4.5. Aerospace
14.6.2.4.6. Military and
Defense
14.6.2.4.7. Government
14.6.2.4.8. Manufacturing
14.6.2.4.9. Media and Entertainment
14.6.2.4.10. Marketing and Advertising
14.6.2.4.11. Retail and E-commerce
14.6.2.4.12. Logistics and Transportation
14.6.2.4.13. Others
14.6.3. India
14.6.3.1. India Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
14.6.3.1.1. Generative Adversarial Networks (GANs)
14.6.3.1.2. Transformer-based models
14.6.3.1.3. Variational Auto-encoders
14.6.3.1.4. Diffusion Networks
14.6.3.2. India Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
14.6.3.2.1. Visual
14.6.3.2.1.1. Image generators
14.6.3.2.1.2. Video generators
14.6.3.2.1.3. Design generators
14.6.3.2.2. Audio Generators
14.6.3.2.2.1. Voice Generators
14.6.3.2.2.2. Music Generators
14.6.3.2.3. Text Generators
14.6.3.2.4. Code Generators
14.6.3.3. India Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
14.6.3.3.1. Web based
14.6.3.3.2. App based
14.6.3.4. India Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
14.6.3.4.1. Healthcare
14.6.3.4.2. Automotive
14.6.3.4.3. Banking, Financial Services and Insurance
14.6.3.4.4. Energy and Utilities
14.6.3.4.5. Aerospace
14.6.3.4.6. Military and
Defense
14.6.3.4.7. Government
14.6.3.4.8. Manufacturing
14.6.3.4.9. Media and Entertainment
14.6.3.4.10. Marketing and Advertising
14.6.3.4.11. Retail and E-commerce
14.6.3.4.12. Logistics and Transportation
14.6.3.4.13. Others
14.6.4. New Zealand
14.6.4.1. New Zealand Generative AI Market Revenue (US$
Mn) and Forecasts, By Technology
14.6.4.1.1. Generative Adversarial Networks (GANs)
14.6.4.1.2. Transformer-based models
14.6.4.1.3. Variational Auto-encoders
14.6.4.1.4. Diffusion Networks
14.6.4.2. New Zealand Generative AI Market Revenue (US$
Mn) and Forecasts, By Category
14.6.4.2.1. Visual
14.6.4.2.1.1. Image generators
14.6.4.2.1.2. Video generators
14.6.4.2.1.3. Design generators
14.6.4.2.2. Audio Generators
14.6.4.2.2.1. Voice Generators
14.6.4.2.2.2. Music Generators
14.6.4.2.3. Text Generators
14.6.4.2.4. Code Generators
14.6.4.3. New Zealand Generative AI Market Revenue (US$
Mn) and Forecasts, By Deployment
14.6.4.3.1. Web based
14.6.4.3.2. App based
14.6.4.4. New Zealand Generative AI Market Revenue (US$
Mn) and Forecasts, By End User Industry
14.6.4.4.1. Healthcare
14.6.4.4.2. Automotive
14.6.4.4.3. Banking, Financial Services and Insurance
14.6.4.4.4. Energy and Utilities
14.6.4.4.5. Aerospace
14.6.4.4.6. Military and
Defense
14.6.4.4.7. Government
14.6.4.4.8. Manufacturing
14.6.4.4.9. Media and Entertainment
14.6.4.4.10. Marketing and Advertising
14.6.4.4.11. Retail and E-commerce
14.6.4.4.12. Logistics and Transportation
14.6.4.4.13. Others
14.6.5. Australia
14.6.5.1. Australia Generative AI Market Revenue (US$
Mn) and Forecasts, By Technology
14.6.5.1.1. Generative Adversarial Networks (GANs)
14.6.5.1.2. Transformer-based models
14.6.5.1.3. Variational Auto-encoders
14.6.5.1.4. Diffusion Networks
14.6.5.2. Australia Generative AI Market Revenue (US$
Mn) and Forecasts, By Category
14.6.5.2.1. Visual
14.6.5.2.1.1. Image generators
14.6.5.2.1.2. Video generators
14.6.5.2.1.3. Design generators
14.6.5.2.2. Audio Generators
14.6.5.2.2.1. Voice Generators
14.6.5.2.2.2. Music Generators
14.6.5.2.3. Text Generators
14.6.5.2.4. Code Generators
14.6.5.3. Australia Generative AI Market Revenue (US$
Mn) and Forecasts, By Deployment
14.6.5.3.1. Web based
14.6.5.3.2. App based
14.6.5.4. Australia Generative AI Market Revenue (US$
Mn) and Forecasts, By End User Industry
14.6.5.4.1. Healthcare
14.6.5.4.2. Automotive
14.6.5.4.3. Banking, Financial Services and Insurance
14.6.5.4.4. Energy and Utilities
14.6.5.4.5. Aerospace
14.6.5.4.6. Military and
Defense
14.6.5.4.7. Government
14.6.5.4.8. Manufacturing
14.6.5.4.9. Media and Entertainment
14.6.5.4.10. Marketing and Advertising
14.6.5.4.11. Retail and E-commerce
14.6.5.4.12. Logistics and Transportation
14.6.5.4.13. Others
14.6.6. South Korea
14.6.6.1. South Korea Generative AI Market Revenue (US$
Mn) and Forecasts, By Technology
14.6.6.1.1. Generative Adversarial Networks (GANs)
14.6.6.1.2. Transformer-based models
14.6.6.1.3. Variational Auto-encoders
14.6.6.1.4. Diffusion Networks
14.6.6.2. South Korea Generative AI Market Revenue (US$
Mn) and Forecasts, By Category
14.6.6.2.1. Visual
14.6.6.2.1.1. Image generators
14.6.6.2.1.2. Video generators
14.6.6.2.1.3. Design generators
14.6.6.2.2. Audio Generators
14.6.6.2.2.1. Voice Generators
14.6.6.2.2.2. Music Generators
14.6.6.2.3. Text Generators
14.6.6.2.4. Code Generators
14.6.6.3. South Korea Generative AI Market Revenue (US$
Mn) and Forecasts, By Deployment
14.6.6.3.1. Web based
14.6.6.3.2. App based
14.6.6.4. South Korea Generative AI Market Revenue (US$
Mn) and Forecasts, By End User Industry
14.6.6.4.1. Healthcare
14.6.6.4.2. Automotive
14.6.6.4.3. Banking, Financial Services and Insurance
14.6.6.4.4. Energy and Utilities
14.6.6.4.5. Aerospace
14.6.6.4.6. Military and
Defense
14.6.6.4.7. Government
14.6.6.4.8. Manufacturing
14.6.6.4.9. Media and Entertainment
14.6.6.4.10. Marketing and Advertising
14.6.6.4.11. Retail and E-commerce
14.6.6.4.12. Logistics and Transportation
14.6.6.4.13. Others
14.6.7. Southeast Asia
14.6.7.1. Southeast Asia Generative AI Market Revenue (US$
Mn) and Forecasts, By Technology
14.6.7.1.1. Generative Adversarial Networks (GANs)
14.6.7.1.2. Transformer-based models
14.6.7.1.3. Variational Auto-encoders
14.6.7.1.4. Diffusion Networks
14.6.7.2. Southeast Asia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
14.6.7.2.1. Visual
14.6.7.2.1.1. Image generators
14.6.7.2.1.2. Video generators
14.6.7.2.1.3. Design generators
14.6.7.2.2. Audio Generators
14.6.7.2.2.1. Voice Generators
14.6.7.2.2.2. Music Generators
14.6.7.2.3. Text Generators
14.6.7.2.4. Code Generators
14.6.7.3. Southeast Asia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
14.6.7.3.1. Web based
14.6.7.3.2. App based
14.6.7.4. Southeast Asia Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
14.6.7.4.1. Healthcare
14.6.7.4.2. Automotive
14.6.7.4.3. Banking, Financial Services and Insurance
14.6.7.4.4. Energy and Utilities
14.6.7.4.5. Aerospace
14.6.7.4.6. Military and
Defense
14.6.7.4.7. Government
14.6.7.4.8. Manufacturing
14.6.7.4.9. Media and Entertainment
14.6.7.4.10. Marketing and Advertising
14.6.7.4.11. Retail and E-commerce
14.6.7.4.12. Logistics and Transportation
14.6.7.4.13. Others
14.6.7.5. Southeast Asia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
14.6.7.5.1. Indonesia
14.6.7.5.2. Thailand
14.6.7.5.3. Malaysia
14.6.7.5.4. Singapore
14.6.7.5.5. Rest of Southeast Asia
14.6.8. Rest of Asia Pacific
14.6.8.1. Rest of Asia Pacific Generative AI Market
Revenue (US$ Mn) and Forecasts, By Technology
14.6.8.1.1. Generative Adversarial Networks (GANs)
14.6.8.1.2. Transformer-based models
14.6.8.1.3. Variational Auto-encoders
14.6.8.1.4. Diffusion Networks
14.6.8.2. Rest of Asia Pacific Generative AI Market
Revenue (US$ Mn) and Forecasts, By Category
14.6.8.2.1. Visual
14.6.8.2.1.1. Image generators
14.6.8.2.1.2. Video generators
14.6.8.2.1.3. Design generators
14.6.8.2.2. Audio Generators
14.6.8.2.2.1. Voice Generators
14.6.8.2.2.2. Music Generators
14.6.8.2.3. Text Generators
14.6.8.2.4. Code Generators
14.6.8.3. Rest of Asia Pacific Generative AI Market
Revenue (US$ Mn) and Forecasts, By Deployment
14.6.8.3.1. Web based
14.6.8.3.2. App based
14.6.8.4. Rest of Asia Pacific Generative AI Market
Revenue (US$ Mn) and Forecasts, By End User Industry
14.6.8.4.1. Healthcare
14.6.8.4.2. Automotive
14.6.8.4.3. Banking, Financial Services and Insurance
14.6.8.4.4. Energy and Utilities
14.6.8.4.5. Aerospace
14.6.8.4.6. Military and
Defense
14.6.8.4.7. Government
14.6.8.4.8. Manufacturing
14.6.8.4.9. Media and Entertainment
14.6.8.4.10. Marketing and Advertising
14.6.8.4.11. Retail and E-commerce
14.6.8.4.12. Logistics and Transportation
14.6.8.4.13. Others
14.7. Key Segment for Channeling Investments
14.7.1. By Country
14.7.2. By Technology
14.7.3. By Category
14.7.4. By Deployment
14.7.5. By End User Industry
15. Middle East and Africa Generative AI Market
Analysis and Forecasts, 2023 - 2031
15.1. Overview
15.1.1. Middle East and Africa Generative AI Market
Revenue (US$ Mn)
15.2. Middle East and Africa Generative AI Market
Revenue (US$ Mn) and Forecasts, By Technology
15.2.1. Generative Adversarial Networks (GANs)
15.2.2. Transformer-based models
15.2.3. Variational Auto-encoders
15.2.4. Diffusion Networks
15.3. Middle East and Africa Generative AI Market
Revenue (US$ Mn) and Forecasts, By Category
15.3.1. Visual
15.3.1.1. Image generators
15.3.1.2. Video generators
15.3.1.3. Design generators
15.3.2. Audio Generators
15.3.2.1. Voice Generators
15.3.2.2. Music Generators
15.3.3. Text Generators
15.3.4. Code Generators
15.4. Middle East and Africa Generative AI Market
Revenue (US$ Mn) and Forecasts, By Deployment
15.4.1. Web based
15.4.2. App based
15.5. Middle East and Africa Generative AI Market
Revenue (US$ Mn) and Forecasts, By End User Industry
15.5.1. Healthcare
15.5.2. Automotive
15.5.3. Banking, Financial Services and Insurance
15.5.4. Energy and Utilities
15.5.5. Aerospace
15.5.6. Military and
Defense
15.5.7. Government
15.5.8. Manufacturing
15.5.9. Media and Entertainment
15.5.10. Marketing and Advertising
15.5.11. Retail and E-commerce
15.5.12. Logistics and Transportation
15.5.13. Others
15.6. Middle East and Africa Generative AI Market
Revenue (US$ Mn) and Forecasts, By Country
15.6.1. Saudi Arabia
15.6.1.1. Saudi Arabia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
15.6.1.1.1. Generative Adversarial Networks (GANs)
15.6.1.1.2. Transformer-based models
15.6.1.1.3. Variational Auto-encoders
15.6.1.1.4. Diffusion Networks
15.6.1.2. Saudi Arabia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
15.6.1.2.1. Visual
15.6.1.2.1.1. Image generators
15.6.1.2.1.2. Video generators
15.6.1.2.1.3. Design generators
15.6.1.2.2. Audio Generators
15.6.1.2.2.1. Voice Generators
15.6.1.2.2.2. Music Generators
15.6.1.2.3. Text Generators
15.6.1.2.4. Code Generators
15.6.1.3. Saudi Arabia Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
15.6.1.3.1. Web based
15.6.1.3.2. App based
15.6.1.4. Saudi Arabia Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
15.6.1.4.1. Healthcare
15.6.1.4.2. Automotive
15.6.1.4.3. Banking, Financial Services and Insurance
15.6.1.4.4. Energy and Utilities
15.6.1.4.5. Aerospace
15.6.1.4.6. Military and
Defense
15.6.1.4.7. Government
15.6.1.4.8. Manufacturing
15.6.1.4.9. Media and Entertainment
15.6.1.4.10. Marketing and Advertising
15.6.1.4.11. Retail and E-commerce
15.6.1.4.12. Logistics and Transportation
15.6.1.4.13. Others
15.6.2. UAE
15.6.2.1. UAE Generative AI Market Revenue (US$ Mn) and
Forecasts, By Technology
15.6.2.1.1. Generative Adversarial Networks (GANs)
15.6.2.1.2. Transformer-based models
15.6.2.1.3. Variational Auto-encoders
15.6.2.1.4. Diffusion Networks
15.6.2.2. UAE Generative AI Market Revenue (US$ Mn) and
Forecasts, By Category
15.6.2.2.1. Visual
15.6.2.2.1.1. Image generators
15.6.2.2.1.2. Video generators
15.6.2.2.1.3. Design generators
15.6.2.2.2. Audio Generators
15.6.2.2.2.1. Voice Generators
15.6.2.2.2.2. Music Generators
15.6.2.2.3. Text Generators
15.6.2.2.4. Code Generators
15.6.2.3. UAE Generative AI Market Revenue (US$ Mn) and
Forecasts, By Deployment
15.6.2.3.1. Web based
15.6.2.3.2. App based
15.6.2.4. UAE Generative AI Market Revenue (US$ Mn) and
Forecasts, By End User Industry
15.6.2.4.1. Healthcare
15.6.2.4.2. Automotive
15.6.2.4.3. Banking, Financial Services and Insurance
15.6.2.4.4. Energy and Utilities
15.6.2.4.5. Aerospace
15.6.2.4.6. Military and
Defense
15.6.2.4.7. Government
15.6.2.4.8. Manufacturing
15.6.2.4.9. Media and Entertainment
15.6.2.4.10. Marketing and Advertising
15.6.2.4.11. Retail and E-commerce
15.6.2.4.12. Logistics and Transportation
15.6.2.4.13. Others
15.6.3. Egypt
15.6.3.1. Egypt Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
15.6.3.1.1. Generative Adversarial Networks (GANs)
15.6.3.1.2. Transformer-based models
15.6.3.1.3. Variational Auto-encoders
15.6.3.1.4. Diffusion Networks
15.6.3.2. Egypt Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
15.6.3.2.1. Visual
15.6.3.2.1.1. Image generators
15.6.3.2.1.2. Video generators
15.6.3.2.1.3. Design generators
15.6.3.2.2. Audio Generators
15.6.3.2.2.1. Voice Generators
15.6.3.2.2.2. Music Generators
15.6.3.2.3. Text Generators
15.6.3.2.4. Code Generators
15.6.3.3. Egypt Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
15.6.3.3.1. Web based
15.6.3.3.2. App based
15.6.3.4. Egypt Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
15.6.3.4.1. Healthcare
15.6.3.4.2. Automotive
15.6.3.4.3. Banking, Financial Services and Insurance
15.6.3.4.4. Energy and Utilities
15.6.3.4.5. Aerospace
15.6.3.4.6. Military and
Defense
15.6.3.4.7. Government
15.6.3.4.8. Manufacturing
15.6.3.4.9. Media and Entertainment
15.6.3.4.10. Marketing and Advertising
15.6.3.4.11. Retail and E-commerce
15.6.3.4.12. Logistics and Transportation
15.6.3.4.13. Others
15.6.4. Kuwait
15.6.4.1. Kuwait Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
15.6.4.1.1. Generative Adversarial Networks (GANs)
15.6.4.1.2. Transformer-based models
15.6.4.1.3. Variational Auto-encoders
15.6.4.1.4. Diffusion Networks
15.6.4.2. Kuwait Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
15.6.4.2.1. Visual
15.6.4.2.1.1. Image generators
15.6.4.2.1.2. Video generators
15.6.4.2.1.3. Design generators
15.6.4.2.2. Audio Generators
15.6.4.2.2.1. Voice Generators
15.6.4.2.2.2. Music Generators
15.6.4.2.3. Text Generators
15.6.4.2.4. Code Generators
15.6.4.3. Kuwait Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
15.6.4.3.1. Web based
15.6.4.3.2. App based
15.6.4.4. Kuwait Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
15.6.4.4.1. Healthcare
15.6.4.4.2. Automotive
15.6.4.4.3. Banking, Financial Services and Insurance
15.6.4.4.4. Energy and Utilities
15.6.4.4.5. Aerospace
15.6.4.4.6. Military and
Defense
15.6.4.4.7. Government
15.6.4.4.8. Manufacturing
15.6.4.4.9. Media and Entertainment
15.6.4.4.10. Marketing and Advertising
15.6.4.4.11. Retail and E-commerce
15.6.4.4.12. Logistics and Transportation
15.6.4.4.13. Others
15.6.5. South Africa
15.6.5.1. South Africa Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
15.6.5.1.1. Generative Adversarial Networks (GANs)
15.6.5.1.2. Transformer-based models
15.6.5.1.3. Variational Auto-encoders
15.6.5.1.4. Diffusion Networks
15.6.5.2. South Africa Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
15.6.5.2.1. Visual
15.6.5.2.1.1. Image generators
15.6.5.2.1.2. Video generators
15.6.5.2.1.3. Design generators
15.6.5.2.2. Audio Generators
15.6.5.2.2.1. Voice Generators
15.6.5.2.2.2. Music Generators
15.6.5.2.3. Text Generators
15.6.5.2.4. Code Generators
15.6.5.3. South Africa Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
15.6.5.3.1. Web based
15.6.5.3.2. App based
15.6.5.4. South Africa Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
15.6.5.4.1. Healthcare
15.6.5.4.2. Automotive
15.6.5.4.3. Banking, Financial Services and Insurance
15.6.5.4.4. Energy and Utilities
15.6.5.4.5. Aerospace
15.6.5.4.6. Military and
Defense
15.6.5.4.7. Government
15.6.5.4.8. Manufacturing
15.6.5.4.9. Media and Entertainment
15.6.5.4.10. Marketing and Advertising
15.6.5.4.11. Retail and E-commerce
15.6.5.4.12. Logistics and Transportation
15.6.5.4.13. Others
15.6.6. Rest of Middle East & Africa
15.6.6.1. Rest of Middle East & Africa Generative
AI Market Revenue (US$ Mn) and Forecasts, By Technology
15.6.6.1.1. Generative Adversarial Networks (GANs)
15.6.6.1.2. Transformer-based models
15.6.6.1.3. Variational Auto-encoders
15.6.6.1.4. Diffusion Networks
15.6.6.2. Rest of Middle East & Africa Generative
AI Market Revenue (US$ Mn) and Forecasts, By Category
15.6.6.2.1. Visual
15.6.6.2.1.1. Image generators
15.6.6.2.1.2. Video generators
15.6.6.2.1.3. Design generators
15.6.6.2.2. Audio Generators
15.6.6.2.2.1. Voice Generators
15.6.6.2.2.2. Music Generators
15.6.6.2.3. Text Generators
15.6.6.2.4. Code Generators
15.6.6.3. Rest of Middle East & Africa Generative
AI Market Revenue (US$ Mn) and Forecasts, By Deployment
15.6.6.3.1. Web based
15.6.6.3.2. App based
15.6.6.4. Rest of Middle East & Africa Generative
AI Market Revenue (US$ Mn) and Forecasts, By End User Industry
15.6.6.4.1. Healthcare
15.6.6.4.2. Automotive
15.6.6.4.3. Banking, Financial Services and Insurance
15.6.6.4.4. Energy and Utilities
15.6.6.4.5. Aerospace
15.6.6.4.6. Military and
Defense
15.6.6.4.7. Government
15.6.6.4.8. Manufacturing
15.6.6.4.9. Media and Entertainment
15.6.6.4.10. Marketing and Advertising
15.6.6.4.11. Retail and E-commerce
15.6.6.4.12. Logistics and Transportation
15.6.6.4.13. Others
15.7. Key Segment for Channeling Investments
15.7.1. By Country
15.7.2. By Technology
15.7.3. By Category
15.7.4. By Deployment
15.7.5. By End User Industry
16. Latin America Generative AI Market Analysis
and Forecasts, 2023 - 2031
16.1. Overview
16.1.1. Latin America Generative AI Market Revenue
(US$ Mn)
16.2. Latin America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Technology
16.2.1. Generative Adversarial Networks (GANs)
16.2.2. Transformer-based models
16.2.3. Variational Auto-encoders
16.2.4. Diffusion Networks
16.3. Latin America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Category
16.3.1. Visual
16.3.1.1. Image generators
16.3.1.2. Video generators
16.3.1.3. Design generators
16.3.2. Audio Generators
16.3.2.1. Voice Generators
16.3.2.2. Music Generators
16.3.3. Text Generators
16.3.4. Code Generators
16.4. Latin America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Deployment
16.4.1. Web based
16.4.2. App based
16.5. Latin America Generative AI Market Revenue
(US$ Mn) and Forecasts, By End User Industry
16.5.1. Healthcare
16.5.2. Automotive
16.5.3. Banking, Financial Services and Insurance
16.5.4. Energy and Utilities
16.5.5. Aerospace
16.5.6. Military and
Defense
16.5.7. Government
16.5.8. Manufacturing
16.5.9. Media and Entertainment
16.5.10. Marketing and Advertising
16.5.11. Retail and E-commerce
16.5.12. Logistics and Transportation
16.5.13. Others
16.6. Latin America Generative AI Market Revenue
(US$ Mn) and Forecasts, By Country
16.6.1. Brazil
16.6.1.1. Brazil Generative AI Market Revenue (US$ Mn)
and Forecasts, By Technology
16.6.1.1.1. Generative Adversarial Networks (GANs)
16.6.1.1.2. Transformer-based models
16.6.1.1.3. Variational Auto-encoders
16.6.1.1.4. Diffusion Networks
16.6.1.2. Brazil Generative AI Market Revenue (US$ Mn)
and Forecasts, By Category
16.6.1.2.1. Visual
16.6.1.2.1.1. Image generators
16.6.1.2.1.2. Video generators
16.6.1.2.1.3. Design generators
16.6.1.2.2. Audio Generators
16.6.1.2.2.1. Voice Generators
16.6.1.2.2.2. Music Generators
16.6.1.2.3. Text Generators
16.6.1.2.4. Code Generators
16.6.1.3. Brazil Generative AI Market Revenue (US$ Mn)
and Forecasts, By Deployment
16.6.1.3.1. Web based
16.6.1.3.2. App based
16.6.1.4. Brazil Generative AI Market Revenue (US$ Mn)
and Forecasts, By End User Industry
16.6.1.4.1. Healthcare
16.6.1.4.2. Automotive
16.6.1.4.3. Banking, Financial Services and Insurance
16.6.1.4.4. Energy and Utilities
16.6.1.4.5. Aerospace
16.6.1.4.6. Military and
Defense
16.6.1.4.7. Government
16.6.1.4.8. Manufacturing
16.6.1.4.9. Media and Entertainment
16.6.1.4.10. Marketing and Advertising
16.6.1.4.11. Retail and E-commerce
16.6.1.4.12. Logistics and Transportation
16.6.1.4.13. Others
16.6.2. Argentina
16.6.2.1. Argentina Generative AI Market Revenue (US$
Mn) and Forecasts, By Technology
16.6.2.1.1. Generative Adversarial Networks (GANs)
16.6.2.1.2. Transformer-based models
16.6.2.1.3. Variational Auto-encoders
16.6.2.1.4. Diffusion Networks
16.6.2.2. Argentina Generative AI Market Revenue (US$
Mn) and Forecasts, By Category
16.6.2.2.1. Visual
16.6.2.2.1.1. Image generators
16.6.2.2.1.2. Video generators
16.6.2.2.1.3. Design generators
16.6.2.2.2. Audio Generators
16.6.2.2.2.1. Voice Generators
16.6.2.2.2.2. Music Generators
16.6.2.2.3. Text Generators
16.6.2.2.4. Code Generators
16.6.2.3. Argentina Generative AI Market Revenue (US$
Mn) and Forecasts, By Deployment
16.6.2.3.1. Web based
16.6.2.3.2. App based
16.6.2.4. Argentina Generative AI Market Revenue (US$
Mn) and Forecasts, By End User Industry
16.6.2.4.1. Healthcare
16.6.2.4.2. Automotive
16.6.2.4.3. Banking, Financial Services and Insurance
16.6.2.4.4. Energy and Utilities
16.6.2.4.5. Aerospace
16.6.2.4.6. Military and
Defense
16.6.2.4.7. Government
16.6.2.4.8. Manufacturing
16.6.2.4.9. Media and Entertainment
16.6.2.4.10. Marketing and Advertising
16.6.2.4.11. Retail and E-commerce
16.6.2.4.12. Logistics and Transportation
16.6.2.4.13. Others
16.6.3. Rest of Latin America
16.6.3.1. Rest of Latin America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Technology
16.6.3.1.1. Generative Adversarial Networks (GANs)
16.6.3.1.2. Transformer-based models
16.6.3.1.3. Variational Auto-encoders
16.6.3.1.4. Diffusion Networks
16.6.3.2. Rest of Latin America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Category
16.6.3.2.1. Visual
16.6.3.2.1.1. Image generators
16.6.3.2.1.2. Video generators
16.6.3.2.1.3. Design generators
16.6.3.2.2. Audio Generators
16.6.3.2.2.1. Voice Generators
16.6.3.2.2.2. Music Generators
16.6.3.2.3. Text Generators
16.6.3.2.4. Code Generators
16.6.3.3. Rest of Latin America Generative AI Market
Revenue (US$ Mn) and Forecasts, By Deployment
16.6.3.3.1. Web based
16.6.3.3.2. App based
16.6.3.4. Rest of Latin America Generative AI Market
Revenue (US$ Mn) and Forecasts, By End User Industry
16.6.3.4.1. Healthcare
16.6.3.4.2. Automotive
16.6.3.4.3. Banking, Financial Services and Insurance
16.6.3.4.4. Energy and Utilities
16.6.3.4.5. Aerospace
16.6.3.4.6. Military and
Defense
16.6.3.4.7. Government
16.6.3.4.8. Manufacturing
16.6.3.4.9. Media and Entertainment
16.6.3.4.10. Marketing and Advertising
16.6.3.4.11. Retail and E-commerce
16.6.3.4.12. Logistics and Transportation
16.6.3.4.13. Others
16.7. Key Segment for Channeling Investments
16.7.1. By Country
16.7.2. By Technology
16.7.3. By Category
16.7.4. By Deployment
16.7.5. By End User Industry
17. Competitive Benchmarking
17.1. Market Share Analysis, 2022
17.2. Global Presence and Growth Strategies
17.2.1. Mergers and Acquisitions
17.2.2. Product Launches
17.2.3. Investments Trends
17.2.4. R&D Initiatives
18. Player Profiles
18.1. Adobe
18.1.1. Company Details
18.1.2. Company Overview
18.1.3. Product Offerings
18.1.4. Key Developments
18.1.5. Financial Analysis
18.1.6. SWOT Analysis
18.1.7. Business Strategies
18.2. Amazon Web Services, Inc.
18.2.1. Company Details
18.2.2. Company Overview
18.2.3. Product Offerings
18.2.4. Key Developments
18.2.5. Financial Analysis
18.2.6. SWOT Analysis
18.2.7. Business Strategies
18.3. D-ID
18.3.1. Company Details
18.3.2. Company Overview
18.3.3. Product Offerings
18.3.4. Key Developments
18.3.5. Financial Analysis
18.3.6. SWOT Analysis
18.3.7. Business Strategies
18.4. Genie AI Ltd.
18.4.1. Company Details
18.4.2. Company Overview
18.4.3. Product Offerings
18.4.4. Key Developments
18.4.5. Financial Analysis
18.4.6. SWOT Analysis
18.4.7. Business Strategies
18.5. Google LLC
18.5.1. Company Details
18.5.2. Company Overview
18.5.3. Product Offerings
18.5.4. Key Developments
18.5.5. Financial Analysis
18.5.6. SWOT Analysis
18.5.7. Business Strategies
18.6. IBM
18.6.1. Company Details
18.6.2. Company Overview
18.6.3. Product Offerings
18.6.4. Key Developments
18.6.5. Financial Analysis
18.6.6. SWOT Analysis
18.6.7. Business Strategies
18.7. Microsoft
18.7.1. Company Details
18.7.2. Company Overview
18.7.3. Product Offerings
18.7.4. Key Developments
18.7.5. Financial Analysis
18.7.6. SWOT Analysis
18.7.7. Business Strategies
18.8. MOSTLY AI Solutions MP GmbH
18.8.1. Company Details
18.8.2. Company Overview
18.8.3. Product Offerings
18.8.4. Key Developments
18.8.5. Financial Analysis
18.8.6. SWOT Analysis
18.8.7. Business Strategies
18.9. NVIDIA
Corporation
18.9.1. Company Details
18.9.2. Company Overview
18.9.3. Product Offerings
18.9.4. Key Developments
18.9.5. Financial Analysis
18.9.6. SWOT Analysis
18.9.7. Business Strategies
18.10. OpenAI
18.10.1. Company Details
18.10.2. Company Overview
18.10.3. Product Offerings
18.10.4. Key Developments
18.10.5. Financial Analysis
18.10.6. SWOT Analysis
18.10.7. Business Strategies
18.11. Ordaos
18.11.1. Company Details
18.11.2. Company Overview
18.11.3. Product Offerings
18.11.4. Key Developments
18.11.5. Financial Analysis
18.11.6. SWOT Analysis
18.11.7. Business Strategies
18.12. Paige.AI
18.12.1. Company Details
18.12.2. Company Overview
18.12.3. Product Offerings
18.12.4. Key Developments
18.12.5. Financial Analysis
18.12.6. SWOT Analysis
18.12.7. Business Strategies
18.13. Rephrase.ai
18.13.1. Company Details
18.13.2. Company Overview
18.13.3. Product Offerings
18.13.4. Key Developments
18.13.5. Financial Analysis
18.13.6. SWOT Analysis
18.13.7. Business Strategies
18.14. Synthesia Limited
18.14.1. Company Details
18.14.2. Company Overview
18.14.3. Product Offerings
18.14.4. Key Developments
18.14.5. Financial Analysis
18.14.6. SWOT Analysis
18.14.7. Business Strategies
18.15. VEESUAL
18.15.1. Company Details
18.15.2. Company Overview
18.15.3. Product Offerings
18.15.4. Key Developments
18.15.5. Financial Analysis
18.15.6. SWOT Analysis
18.15.7. Business Strategies
18.16. Other Market Participants
19. Key Findings
Note: This ToC is tentative
and can be changed according to the research study conducted during the course
of report completion.
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and Enterprise User.
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Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.
Prominent participants in our primary research process include:
- Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
- Research and development participants, distributors/suppliers and subject matter experts
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- Hoovers
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