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Generative AI Market
Generative AI Market Size, Share, Forecast, & Trends Analysis by Offering (Software, Services), Model (Generative Adversarial Networks, Transformer), Data Modality (Text, Video, Image), End User (IT & Telecommunications, BFSI, Media & Entertainment) and Geography - Global Forecast to 2031
Report ID:MRICT - 1041325 Pages: 250 Sep-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 24 to 72 HoursThe Generative AI Market was valued at $14.1 billion in 2023. This market is expected to reach $133.9 billion by 2031 from an estimated $18.5 billion in 2024, at a CAGR of 32.6% during the forecast period from 2024 to 2031.
Generative AI Market Size & Forecast
The growth of the generative AI market is primarily driven by the increased emphasis on enhancing customer satisfaction, the surge in adoption of generative AI in the IT & telecom sector, the evolution of AI and deep learning technology, and increased usage of content creation and creative applications. Moreover, the expanding integration of generative AI within the media and entertainment sector, the growing demand for automating business processes, the rising adoption of large language models, and the increased use of generative AI to enhance productivity are expected to generate growth opportunities for the players operating in this market.
Generative AI Market Growth Drivers
Increasing Need to Enhance Customer Satisfaction
The growing imperative to elevate customer satisfaction is driving the widespread adoption of generative AI across diverse industries, including telecommunications. As customer expectations shift, businesses are leveraging advanced technologies to deliver more personalized, efficient, and responsive service. Generative AI is becoming a pivotal asset in this shift, providing numerous benefits that directly meet the increasing demand for enhanced customer experiences.
Generative AI facilitates highly personalized customer interactions by analyzing extensive data, including historical behavior, preferences, and previous interactions. AI systems can create customized recommendations, offers, and content, thereby enhancing the relevance and appeal of the services offered to individual customers. This level of personalization strengthens the relationship between businesses and their customers, boosting satisfaction and loyalty. Additionally, AI-powered chatbots and virtual assistants are transforming customer support by efficiently managing both routine queries and complex issues. These AI tools use natural language processing to understand and respond to customer inquiries in real time. Their continuous learning from interactions enhances their accuracy and effectiveness, leading to quicker resolutions and reduced wait times. Consequently, the increased focus on customer satisfaction is driving the adoption of generative AI, which provides robust tools for delivering personalized, efficient, and proactive customer service.
Surge In Adoption of Generative AI in IT & Telecom Sector
IT and telecom companies are progressively integrating AI technologies to enhance network performance, elevate customer service, and innovate new products and services. Many IT and telecom providers are investing in generative AI to refine customer experiences, automate the handling of customer inquiries, and shorten response times. The deployment of AI enables these companies to anticipate customer behavior, offering proactive support and personalized interactions. Furthermore, AI-driven solutions allow telecom companies to optimize their networks in real time, adapting to evolving conditions and demand.
Generative AI is vital for IT and telecom businesses, as it facilitates advanced customer analytics, offering valuable insights into customer behavior and preferences. By deploying AI-powered analytics solutions, telecom operators can provide personalized content, offers, and services, thereby boosting customer engagement and loyalty. With the rise of customer service automation and the growing use of virtual assistants, IT, and telecom companies are increasingly adopting AI-powered chatbots and virtual assistants to ensure the efficient, reliable, and convenient delivery of high-quality services. These advantages are driving the widespread adoption of generative AI solutions within the IT and telecom sectors.
Some of the recent developments in this space are as follows:
- In January 2024, the GSM Association (U.K.) partnered with IBM Corporation (U.S.) to advance the adoption and expertise in generative artificial intelligence (AI) within the telecom industry by launching the GSMA Advance AI Training program and the GSMA Foundry Generative AI program.
- In December 2023, Netcracker Technology (U.S.) integrated its GenAI Telco Solution with Amazon Bedrock to enhance the application of generative AI within the telecom sector.
Generative AI Market Growth Trend
Growing Adoption of AI Chatbots for Customer Interaction
The growing adoption of chatbots for customer interaction is a key trend in the generative AI market. These chatbots are designed to recognize and respond to human emotions, enhancing their effectiveness in engaging with customers. AI-driven chatbots are revolutionizing customer interactions with technology, enabling enterprises to improve customer retention and engagement. By collecting data from customer interactions, AI chatbots allow companies to tailor their responses and services. This data can be provided to agents in real time during customer calls, equipping them with relevant insights to offer solutions that address both the customer’s current needs and their historical interactions with the company.
Furthermore, AI-powered chatbots utilize AI and machine learning algorithms to analyze extensive databases of human interactions and emotional data. By training on these datasets, chatbot models can learn to identify and respond to various emotional states, thereby improving their ability to deliver a personalized customer experience. As the adoption of chatbots grows among enterprises, market players are increasingly focusing on product launches and strategic partnerships to enhance chatbot solutions. For example, in June 2024, Enento Group (Finland) collaborated with Ebbot (U.S.) to advance customer experience through a generative AI-powered chatbot. Such developments are expected to support market growth during the forecast period.
Generative AI Market Analysis: Key Findings
The Software Segment to Dominate the Generative AI Market in 2024
Based on offering, the generative AI market is segmented into software and services. In 2024, the software segment is expected to account for a larger share of 65.0% of the generative AI market. This segment’s substantial market share is attributed to the increasing demand for generative AI software capable of producing large volumes of content and data, the presence of numerous generative AI software providers investing in research and development, and the rising need for personalized content and interactions. Additionally, the advantages offered by this software segment—including enhanced creativity and innovation, improved efficiency and automation, greater personalization and customer engagement, and advanced problem-solving capabilities—further contribute to its growth.
However, the services segment is projected to record the highest CAGR during the forecast period. The increasing demand for consulting and advisory services, the rising need for implementation services to ensure network performance, and the growing demand for AI services for task automation and enhanced business efficiency are expected to support the growth of this segment.
The Transformer Segment to Dominate the Generative AI Market in 2024
Based on model, the generative AI market is segmented into variational auto-encoders, generative adversarial networks, transformers, diffusion networks, flow models, autoregressive models, and other models. In 2024, the transformer segment is expected to account for the largest share of over 47.0% of the generative AI market. This segment’s substantial share is attributed to the increasing demand for personalized content generation, the expanding adoption of transformer models in the BFSI, healthcare, media, and entertainment sectors, and the rising need for transformer models in applications such as content creation, conversational agents, and automated writing.
However, the generative adversarial networks segment is projected to record the highest CAGR during the forecast period. The increasing application of GANs (Generative Adversarial Networks) in medical imaging and their use in marketing and advertising are anticipated to drive the growth of this segment.
The Text Segment to Dominate the Generative AI Market in 2024
Based on data modality, the generative AI market is segmented into text, image, video, audio and speech, and code. In 2024, the text segment is expected to account for the largest share of over 32.0% of the generative AI market. This segment's substantial share is attributed to advancements in deep learning technology, the rising use of content creation and creative applications, the growing adoption of AI chatbots for customer interactions, and the increasing application of text generation technology in specialized fields such as medical documentation and financial reporting. Moreover, this segment is expected to register a higher CAGR during the forecast period.
The IT & Telecommunication Segment to Dominate the Generative AI Market in 2024
Based on end user, the generative AI market is segmented into BFSI, IT & telecommunications, healthcare, media & entertainment, retail & e-commerce, transportation & logistics, energy & utilities, government & defense, manufacturing, construction, and other end users. In 2024, the IT & telecommunications segment is expected to account for the largest share of over 23.0% of the generative AI market. This segment's significant share is attributed to the increasing demand for personalized customer experiences, the growing need for generative AI in network optimization and management, rapid advancements in machine learning, and the expanding use of generative AI to analyze data from network sensors to improve operational efficiency. Moreover, this segment is expected to register a higher CAGR during the forecast period.
Geographic Analysis
North America to Dominate the Generative AI Market
Based on geography, the generative AI market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of over 41.0% of the generative AI market. The presence of leading generative AI companies is anticipated to support the large market share of this region. Furthermore, the rising demand for generative AI solutions within the IT and telecommunications sectors, the growing adoption of AI chatbots for customer interactions, and the increasing need for business process automation are all contributing to the demand for generative AI in the region.
However, Asia-Pacific is expected to witness the highest CAGR of 34.2% during the forecast period. The rapid expansion of emerging economies, particularly in China, South Korea, Japan, and India, coupled with infrastructural development in the APAC region, high internet penetration, and the widespread use of mobile devices, are driving growth in this market. Additionally, strong government support and policies, the expansion of telecom networks, and increased investment by market players in developing generative AI solutions are further fueling the growth of this regional market.
Generative AI Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies adopted in the last three to four years. Some of the key players operating in the generative AI market are NVIDIA Corporation (U.S.), IBM Corporation (U.S.), Amazon Web Services, Inc. (U.S.), Capgemini SE (France), Google LLC. (U.S), Kyndryl Holdings, Inc. (U.S.), Intel Corporation (U.S.), Synthesia (U.K.), Writesonic (U.S.), Salesforce, Inc. (U.S.), D-ID (Israel), and Adobe Inc. (U.S.).
Generative AI Industry Overview: Latest Developments from Key Industry Players
- In May 2024, Kyndryl (U.S.) partnered with NVIDIA Corporation (U.S.) to accelerate the adoption of generative AI-enabled solutions.
In March 2024, NVIDIA Corporation (U.S.) introduced its generative AI microservices to enhance drug discovery, MedTech, and digital health. This new suite of NVIDIA healthcare microservices features optimized NVIDIA NIM™ AI models and workflows, along with industry-standard APIs (application programming interfaces) designed as foundational components for developing and deploying cloud-native applications. The microservices provide advanced capabilities in imaging, natural language and speech recognition, and digital biology generation, prediction, and simulation.
Regenerative Medicine Market Research Summary
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Particulars |
Details |
|
Number of Pages |
250 |
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Format |
|
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Forecast Period |
2024-2031 |
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Base Year |
2023 |
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CAGR |
32.6 |
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Estimated Market Size (Value) |
$133.9 Billion by 2031 |
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Segments Covered |
By Offering
By Model
By Data Modality
By End User
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Countries Covered |
North America (U.S. and Canada), Europe (Germany, France, U.K., Italy, Spain, Netherlands, Sweden, Switzerland, and Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, Australia, and Rest of Asia-Pacific), Latin America (Brazil, Mexico, Rest of Latin America), and Middle East & Africa |
|
Key Companies |
Novartis AG (Switzerland), Biogen Inc. (U.S.), Kite Pharma, Inc. (U.S.), Spark Therapeutics, Inc. (U.S.), Integra LifeSciences Corporation (U.S.), Sarepta Therapeutics, Inc. (U.S.), Takeda Pharmaceutical Company Limited (Japan), Amgen Inc. (U.S.), CORESTEMCHEMON Inc. (South Korea), Smith & Nephew plc (England), Vertex Pharmaceuticals Incorporated (U.S.), CSL Behring, LLC (U.S.), Janssen Global Services, LLC (U.S.), Medtronic plc (Ireland), AbbVie Inc. (U.S.), Bristol-Myers Squibb Company (U.S.), Ferring Pharmaceuticals A/S (Sweden), Pfizer Inc. (U.S.), bluebird bio Inc. (U.S.), and Vericel Corporation (U.S.). |
Key questions answered in the generative ai market report:
The generative AI market study focuses on market assessment and opportunity analysis based on the sales of generative AI products across various countries, regions, and market segments. The study includes a competitive analysis based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies adopted in the last 3–4 years.
The generative AI market is projected to reach $133.9 billion by 2031, at a CAGR of 32.6% from 2024 to 2031.
The software segment is anticipated to dominate the generative AI market in 2024, with a share of 65.0%. The rising need to improve productivity and customer experience, growing implementation to automate tasks, analyze data, and provide insights, increasing focus on software-centric capabilities, and growing adoption of generative AI software to streamline business processes are factors contributing to the segment’s dominant position in the generative AI market.
The increased emphasis primarily drives the growth of the generative AI market to enhance customer satisfaction, the surge in adoption of generative AI in the IT & telecom sector, the evolution of AI and deep learning technology, and increased usage of content creation and creative applications. Moreover, the increasing implementation of generative AI in the media & entertainment sector, the growing need to automate business processes, the rising deployment of large language models, and the rise in deployment of generative AI to accelerate productivity are expected to generate growth opportunities for the players operating in this market.
The key players operating in the generative AI market are NVIDIA Corporation (U.S.), IBM Corporation (U.S.), Amazon Web Services, Inc. (U.S.), Capgemini SE (France), Google LLC. (U.S), Kyndryl Holdings, Inc. (U.S.), Intel Corporation (U.S.), Synthesia (U.K.), Writesonic (U.S.), Salesforce, Inc. (U.S.), D-ID (Israel), and Adobe Inc. (U.S.).
At present, North America dominates the generative AI market. However, India, South Korea, and Singapore are expected to witness strong growth in the demand for generative AI in the coming years.
1. Introduction
1.1. Market Definition & Scope
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. Research Methodology
2.1. Research Approach
2.2. Data Collection & Validation Process
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders from the Industry
2.3. Market Sizing & Forecasting
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
2.4. Assumptions for the Study
3. Executive Summary
3.1. Overview
3.2. Market Analysis, by Offering
3.3. Market Analysis, by Model
3.4. Market Analysis, by Data Modality
3.5. Market Analysis, by End User
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4. Market Insights
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Drivers
4.2.1.1. Increased Focus on Improving Customer Satisfaction
4.2.1.2. Surge in Adoption of Generative AI in the IT & Telecom Sector
4.2.1.3. Evolution of AI and Deep Learning Model
4.2.1.4. Growing Utilization of Content Creation and Creative Applications
4.2.2. Restraints
4.2.2.1. Data Privacy and Security Concerns
4.2.3. Opportunities
4.2.3.1. Increasing Implementation of Generative AI in the Media & Entertainment Industry
4.2.3.2. Growing Need to Automate Business Processes
4.2.3.3. Rising Deployment of Large Language Models
4.2.3.4. Rise in the Deployment of Generative AI to Accelerate Productivity Growth
4.2.4. Challenges
4.2.4.1. Misconception and Lack of Knowledge Regarding Generative AI Solutions
4.2.4.2. Quality of Output Generated by Generative AI Models
4.3. Trends
4.3.1. Market Trends
4.3.1.1. Growing Adoption of AI Chatbots for Customer Interaction
4.3.2. Model Trends
4.3.2.1. Integration with Natural Language Processing
4.4. Vendor Selection Criteria/Factors Influencing Purchase Decisions
4.5. Use Cases
4.6. Porter’s Five Forces Analysis
4.7. Model Analysis/Roadmap
4.8. Potential Impact of Generative AI
4.9. Evolution of Generative AI
4.10. Potential Productivity Lift, by Industry
4.11. Impact of Generative AI on Technical Automation Potential (2023)
4.12. Investment Scenario
4.13. Regulatory Analysis
4.14. Patent Analysis
5. Generative AI Market Assessment—by Offering
5.1. Overview
5.2. Software
5.3. Services
6. Generative AI Market Assessment—by Model
6.1. Overview
6.2. Variational Auto-encoders
6.3. Generative Adversarial Networks
6.4. Transformer
6.5. Diffusion Networks
6.6. Flow Models
6.7. Autoregressive Models
6.8. Other Models
7. Generative AI Market Assessment—by Data Modality
7.1. Overview
7.2. Audio and Speech
7.3. Code
7.4. Text
7.5. Image
7.6. Video
8. Generative AI Market Assessment—by End User
8.1. Overview
8.2. BFSI
8.2.1. Chatbots & Intelligent Virtual Assistants
8.2.2. Credit Analysis
8.2.3. Real-Time Transaction Monitoring
8.2.4. Risk Management
8.2.5. Other BFSI Applications
8.3. Healthcare
8.3.1. Drug Discovery and Development
8.3.2. Medical Imaging
8.3.3. Personalized Medicine
8.3.4. Medical Text and Report Generation
8.3.5. Other Healthcare Applications
8.4. IT & Telecommunications
8.4.1. Network Optimization
8.4.2. Predictive Maintenance
8.4.3. Fraud Detection
8.4.4. Content Personalization
8.4.5. Other IT & Telecommunication Applications
8.5. Media & Entertainment
8.5.1. Content Creation
8.5.2. Visual Effects and Animation
8.5.3. Advertising and Marketing
8.5.4. Other Media & Entertainment Applications
8.6. Retail & E-commerce
8.6.1. Personalized Product Recommendations
8.6.2. Supply Chain Optimization
8.6.3. Inventory Management
8.6.4. Chatbots & Intelligent Virtual Assistants
8.6.5. Customer Relationship Management
8.6.6. Other Retail & E-commerce Applications
8.7. Transportation & Logistics
8.7.1. Route Optimization
8.7.2. Predictive Maintenance
8.7.3. Other Transportation & Logistics Applications
8.8. Energy & Utilities
8.8.1. Energy Demand Forecasting
8.8.2. Predictive Maintenance
8.8.3. Other Energy & Utilities Applications
8.9. Government & Defense
8.9.1. Fraud Detection and Prevention
8.9.2. Public Safety and Law Enforcement
8.9.3. Other Government & Defense Applications
8.10. Manufacturing
8.10.1. Predictive Maintenance
8.10.2. Supply Chain Optimization
8.10.3. Other Manufacturing Applications
8.11. Construction
8.11.1. Project Scheduling and Planning
8.11.2. Building Information Modeling
8.11.3. Other Construction Applications
8.12. Other End Users
9. Generative AI Market Assessment—by Geography
9.1. Overview
9.2. North America
9.2.1. U.S.
9.2.2. Canada
9.3. Europe
9.3.1. U.K.
9.3.2. Germany
9.3.3. France
9.3.4. Spain
9.3.5. Italy
9.3.6. Switzerland
9.3.7. Poland
9.3.8. Rest of Europe
9.4. Asia-Pacific
9.4.1. China
9.4.2. Japan
9.4.3. India
9.4.4. Singapore
9.4.5. South Korea
9.4.6. Australia & New Zealand
9.4.7. Rest of Asia-Pacific
9.5. Latin America
9.5.1. Mexico
9.5.2. Brazil
9.5.3. Rest of Latin America
9.6. Middle East & Africa
9.6.1. UAE
9.6.2. Israel
9.6.3. Saudi Arabia
9.6.4. Rest of Middle East & Africa
10. Competition Analysis
10.1. Overview
10.2. Key Growth Strategies
10.3. Competitive Benchmarking
10.4. Competitive Dashboard
10.4.1. Industry Leaders
10.4.2. Market Differentiators
10.4.3. Vanguards
10.4.4. Emerging Companies
10.5. Market Share Analysis
11. Company Profiles (Company Overview, Financial Overview, Offering Portfolio, Strategic Developments, and SWOT Analysis*)
11.1. NVIDIA Corporation (U.S.)
11.2. IBM Corporation (U.S.)
11.3. Amazon Web Services, Inc. (U.S.)
11.4. Capgemini SE (France)
11.5. Google LLC. (U.S)
11.6. Kyndryl Holdings, Inc. (U.S.)
11.7. Intel Corporation (U.S.)
11.8. Synthesia (U.K.)
11.9. Writesonic (U.S.)
11.10. Salesforce, Inc. (U.S.)
11.11. D-ID (Israel)
11.12. Adobe Inc. (U.S.)
*Note: SWOT analysis will be provided for the top 5 companies.
12. Appendix
12.1. Available Customization
List of Tables
Table 1 Global Generative AI Market, by Country/Region, 2022–2031 (USD Million)
Table 2 Global Generative AI Market Size, by Offering, 2022–2031 (USD Million)
Table 3 Global Generative AI Software Market Size, by Country/Region, 2022–2031 (USD Million)
Table 4 Global Generative AI Services Market Size, by Country/Region, 2022–2031 (USD Million)
Table 5 Global Generative AI Market Size, by Model, 2022–2031 (USD Million)
Table 6 Global Generative AI Market Size for Variational Auto-encoders, by Country/Region, 2022–2031 (USD Million)
Table 7 Global Generative AI Market Size for Generative Adversarial Networks, by Country/Region, 2022–2031 (USD Million)
Table 8 Global Generative AI Market Size for Transformer, by Country/Region, 2022–2031 (USD Million)
Table 9 Global Generative AI Market Size for Diffusion Networks, by Country/Region, 2022–2031 (USD Million)
Table 10 Globa Generative AI Market Size for Flow Models, by Country/Region, 2022–2031 (USD Million)
Table 11 Globa Generative AI Market Size for Autoregressive Models, by Country/Region, 2022–2031 (USD Million)
Table 12 Global Generative AI Market Size for Other Models, by Country/Region, 2022–2031 (USD Million)
Table 13 Global Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 14 Global Generative AI Market Size for Audio and Speech, by Country/Region, 2022–2031 (USD Million)
Table 15 Global Generative AI Market Size for Code, by Country/Region, 2022–2031 (USD Million)
Table 16 Global Generative AI Market Size for Text, by Country/Region, 2022–2031 (USD Million)
Table 17 Global Generative AI Market Size for Image, by Country/Region, 2022–2031 (USD Million)
Table 18 Global Generative AI Market Size for Video, by Country/Region, 2022–2031 (USD Million)
Table 19 Global Generative AI Market, by End User, 2022–2031 (USD Million)
Table 20 Global Generative AI Market Size for BFSI, by Application, 2022–2031 (USD Million)
Table 21 Global Generative AI Market Size for BFSI, by Country/Region, 2022–2031 (USD Million)
Table 22 Global Generative AI Market Size for Healthcare, by Application, 2022–2031 (USD Million)
Table 23 Global Generative AI Market Size for Healthcare, by Country/Region, 2022–2031 (USD Million)
Table 24 Global Generative AI Market Size for IT & Telecommunications, by Country/Region, 2022–2031 (USD Million)
Table 25 Global Generative AI Market Size for IT & Telecommunications, by Application, 2022–2031 (USD Million)
Table 26 Global Generative AI Market Size for Media & Entertainment, by Country/Region, 2022–2031 (USD Million)
Table 27 Global Generative AI Market Size for Media & Entertainment, by Application, 2022–2031 (USD Million)
Table 28 Global Generative AI Market Size for Retail & E-commerce, by Country/Region, 2022–2031 (USD Million)
Table 29 Global Generative AI Market Size for Retail & E-commerce, by Application, 2022–2031 (USD Million)
Table 30 Global Generative AI Market Size for Transportation & Logistics, by Country/Region, 2022–2031 (USD Million)
Table 31 Global Generative AI Market Size for Transportation & Logistics, by Application, 2022–2031 (USD Million)
Table 32 Global Generative AI Market Size for Energy & Utilities, by Country/Region, 2022–2031 (USD Million)
Table 33 Global Generative AI Market Size for Energy & Utilities, by Application, 2022–2031 (USD Million)
Table 34 Global Generative AI Market Size for Government & Defense, by Country/Region, 2022–2031 (USD Million)
Table 35 Global Generative AI Market Size for Government & Defense, by Application, 2022–2031 (USD Million)
Table 36 Global Generative AI Market Size for Manufacturing, by Country/Region, 2022–2031 (USD Million)
Table 37 Global Generative AI Market Size for Manufacturing, by Application, 2022–2031 (USD Million)
Table 38 Global Generative AI Market Size for Construction, by Country/Region, 2022–2031 (USD Million)
Table 39 Global Generative AI Market Size for Construction, by Application, 2022–2031 (USD Million)
Table 40 Global Generative AI Market Size for Other End Users, by Country/Region, 2022–2031 (USD Million)
Table 41 Global Generative AI Market, by Country/Region, 2022–2031 (USD Million)
Table 42 North America: Generative AI Market, by Country, 2022–2031 (USD Million)
Table 43 North America: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 44 North America: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 45 North America: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 46 North America: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 47 U.S.: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 48 U.S.: Single Stage Generative AI Market, by Model, 2022–2031 (USD Million)
Table 49 U.S.: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 50 U.S.: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 51 Canada: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 52 Canada: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 53 Canada: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 54 Canada: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 55 Europe: Generative AI Market, by Country, 2022–2031 (USD Million)
Table 56 Europe: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 57 Europe: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 58 Europe: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 59 Europe: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 60 U.K.: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 61 U.K.: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 62 U.K.: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 63 U.K.: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 64 Germany: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 65 Germany: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 66 Germany: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 67 Germany: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 68 France: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 69 France: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 70 France: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 71 France: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 72 Italy: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 73 Italy: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 74 Italy: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 75 Italy: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 76 Spain: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 77 Spain: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 78 Spain: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 79 Spain: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 80 Switzerland: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 81 Switzerland: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 82 Switzerland: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 83 Switzerland: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 84 Poland: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 85 Poland: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 86 Poland: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 87 Poland: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 88 Rest of Europe: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 89 Rest of Europe: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 90 Rest of Europe: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 91 Rest of Europe: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 92 Asia-Pacific: Generative AI Market, by Country, 2022–2031 (USD Million)
Table 93 Asia-Pacific: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 94 Asia-Pacific: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 95 Asia-Pacific: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 96 Asia-Pacific: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 97 China: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 98 China: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 99 China: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 100 China: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 101 Japan: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 102 Japan: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 103 Japan: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 104 Japan: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 105 South Korea: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 106 South Korea: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 107 South Korea: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 108 South Korea: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 109 India: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 110 India: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 111 India: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 112 India: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 113 Singapore: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 114 Singapore: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 115 Singapore: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 116 Singapore: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 117 Australia & New Zealand: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 118 Australia & New Zealand: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 119 Australia & New Zealand: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 120 Australia & New Zealand: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 121 Rest of Asia-Pacific: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 122 Rest of Asia-Pacific: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 123 Rest of Asia-Pacific: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 124 Rest of Asia-Pacific: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 125 Latin America: Generative AI Market, by Country, 2022–2031 (USD Million)
Table 126 Latin America: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 127 Latin America: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 128 Latin America: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 129 Latin America: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 130 Mexico: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 131 Mexico: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 132 Mexico: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 133 Mexico: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 134 Brazil: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 135 Brazil: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 136 Brazil: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 137 Brazil: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 138 Rest of Latin America: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 139 Rest of Latin America: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 140 Rest of Latin America: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 141 Rest of Latin America: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 142 Middle East & Africa: Generative AI Market, by Country, 2022–2031 (USD Million)
Table 143 Middle East & Africa: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 144 Middle East & Africa: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 145 Middle East & Africa: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 146 Middle East & Africa: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 147 UAE: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 148 UAE: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 149 UAE: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 150 UAE: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 151 Israel: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 152 Israel: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 153 Israel: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 154 Israel: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 155 Saudi Arabia: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 156 Saudi Arabia: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 157 Saudi Arabia: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 158 Saudi Arabia: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 159 Rest of Middle East & Africa: Generative AI Market, by Offering, 2022–2031 (USD Million)
Table 160 Rest of Middle East & Africa: Generative AI Market, by Model, 2022–2031 (USD Million)
Table 161 Rest of Middle East & Africa: Generative AI Market, by Data Modality, 2022–2031 (USD Million)
Table 162 Rest of Middle East & Africa: Generative AI Market, by End User, 2022–2031 (USD Million)
Table 163 Recent Developments from Major Market Players (2021–2024)
Table 164 Market Rankings of Key Players
List of Figure
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Key Secondary Sources
Figure 5 Primary Research Techniques
Figure 6 Key Executives Interview
Figure 7 Breakdown of Primary Interviews (Supply-side & Demand-side)
Figure 8 Market Sizing & Growth Forecast Approach
Figure 9 Key Insights
Figure 10 In 2024, the Software Segment Expected to Dominate the Global Generative AI Market
Figure 11 In 2024, the Transformer Segment Expected to Dominate the Global Generative AI Market
Figure 12 In 2024, the Text Segment Expected to Dominate the Global Generative AI Market
Figure 13 In 2024, the IT & Telecommunications Segment Expected to Dominate the Global Generative AI Market
Figure 14 Global Generative AI Market, by Geography (2024 Vs. 2031)
Figure 15 Impact Analysis of Market Dynamics
Figure 16 Vendor Selection Criteria/Factors Influencing Purchase Decisions
Figure 17 Global Generative AI Market, by Offering, 2024 Vs. 2031 (USD Million)
Figure 18 Global Generative AI Market, by Data Modality, 2024 Vs. 2031 (USD Million)
Figure 19 Global Generative AI Market, by Model, 2024 Vs. 2031 (USD Million)
Figure 20 Global Generative AI Market, by End User, 2024 Vs. 2031 (USD Million)
Figure 21 Global Generative AI Market, by Geography, 2024 Vs. 2031 (USD Million)
Figure 22 Geographic Snapshot: Generative AI Market in North America
Figure 23 Geographic Snapshot: Generative AI Market in Europe
Figure 24 Geographic Snapshot: Generative AI Market in Asia-Pacific
Figure 25 Geographic Snapshot: Generative AI Market in Latin America
Figure 26 Geographic Snapshot: Generative AI Market in Middle East & Africa
Figure 27 Growth Strategies Adopted by Leading Market Players (2021–2024)
Figure 28 Competitive Benchmarking Analysis (2021–2024)
Figure 29 Competitive Dashboard: Global Generative AI Market
Figure 30 IBM Corporation: Financial Overview (2022)
Figure 31 NVIDIA Corporation: Financial Overview (2022)
Figure 32 Amazon Web Services, Inc.: Financial Overview (2022)
Figure 33 Capgemini SE: Financial Overview (2022)
Figure 34 Intel Corporation: Financial Overview (2022)
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