Generative AI Market by Software (GAN, Deep Learning, Transformer Models (GPT-4, LaMDA)), Modality (Text, Image (Editing, Enhancement), Video (Generation, Annotation), Audio & Speech (Transcription, Speech Recognition), Code) - Global Forecast to 2030
The worldwide Generative AI market size is projected to grow from USD 20.9 billion in 2024 to USD 136.7 billion by 2030 at a CAGR of 36.7% during the forecast period, driven by various converging factors. The continuous advancements in AI technologies, particularly in areas such as natural language processing (NLP), computer vision, and generative adversarial networks (GANs), are unlocking new possibilities for generating high-quality, human-like content across various domains. moreover, higher digitization of industries has brought about a surge in demand for AI-driven solutions to automate processes and make them more creative and personalized for users. The increasing use of Generative AI in diverse sectors like entertainment, healthcare, marketing, and design is fueling market growth as businesses recognize its potential to revolutionize content creation, product development, and customer engagement.
Technology Roadmap of Generative AI Market
The generative AI market report covers the technology roadmap, with insights into the short-term and long-term developments.
-
Short-term (1-5 Years):
- Continued advancements in transformer models, with incremental improvements in performance and capabilities.
- Incorporation of multimodal data, including text, images, video, and audio, to enable more diverse and engaging generative outputs.
- Scaling model size to trillions of parameters, leveraging enhanced hardware and infrastructure.
- Development of dedicated AI accelerators, such as Nvidia Hopper and Google TPU v4, to drive performance improvements.
- Expansion into more advanced text generation capabilities, including summarization, personalized content, and report/document generation.
-
Long-term (5+ years):
- Exploration of fundamentally new model architectures beyond transformers, potentially incorporating neuro-symbolic approaches.
- Increased use of unsupervised and self-supervised learning techniques to reduce reliance on labeled data.
- Emergence of neuromorphic and quantum computing hardware specifically designed for Generative AI applications.
- Generative AI as a versatile, integrated content creation tool across various mediums, including text, images, video, and audio.
- Seamless integration of Generative AI capabilities with other AI systems, enabling new forms of creativity and productivity.
To know about the assumptions considered for the study, Request for Free Sample Report
To know about the assumptions considered for the study, download the pdf brochure
Market Dynamics
Driver: The rising demand for automated content creation and curation
The increase in content generation and creative applications is a key factor driving growth in the Generative AI market, sparking innovation and increasing the need for AI-powered solutions. With digital platforms and the Internet gaining rapid momentum, industries such as media, advertising, gaming, and design have insatiable appetites for diverse and engaging content. Deep learning models and generative adversarial networks (GANs) are generative AI technologies that enable automated content creation with remarkable realism and creativity enabling creators with the opportunity to produce huge volumes of diverse, good-quality multimedia content in an effective and inexpensive way. Additionally Generative AI enables customized content experiences based on user preferences increasing user engagement and retention.
Restraint: High costs associated with training data preparation
Obtaining and preparing large diverse datasets can be expensive and time consuming but training data is essential for teaching AI models to produce accurate and realistic outputs. Manual annotation curation and validation procedures are frequently needed to generate high-quality training data and they require a substantial investment of time and knowledge from human resources. Furthermore, it can be difficult and expensive to find appropriate data that accurately reflects the desired results in different areas, especially for specific or specialized purposes. For startups and smaller companies these expensive data preparation requirements may serve as entry barriers preventing them from fully utilizing generative AI technologies.
Opportunity: Increasing deployment of Large Language Models (LLMs)
For the generative AI market the growing use of large language models (LLMs) offers a substantial opportunity. LLMs like the GPT series of OpenAI are transforming the field of natural language processing by enabling machines to understand and create human-like text on a larger and more intricate level. These powerful models have demonstrated remarkable capabilities in tasks such as text generation, translation, summarization, and question-answering, among others. The need for Generative AI solutions leveraging LLMs is growing as businesses from a variety of industries realize how these models can improve productivity, automate procedures, and provide personalized experiences.
Challenge: Quality of output generated by Generative AI models
Despite significant advancements, generative AI models are still error-prone, biased, and inappropriate, raising user trust and usability concerns. In some instances, ChatGPT has produced false responses or utterances of nonsense, situations that have revealed the limitations and risks when only relying on generated AI output. Additionally, model drift in GPT-4 decreases performance over time by changes in data distributions or unforeseen biases and further aggravates issues of the reliability and consistency of generative AI outputs. Some of these issues have also been encountered in other generative AI models, in which issues such as hallucination, incoherence, and the generation of inappropriate content have been found.
Generative AI Market Ecosystem
By offering, transformer models to register the fastest growth rate between 2024–2030.
Transformer models are experiencing unprecedented growth in the Generative AI market due to their unparalleled ability to process and generate complex sequences of data, particularly in natural language processing tasks. Transformers utilize self-attention mechanisms to learn from dependencies and relationships existing between input sequences. They are thus able to provide highly coherent and contextually relevant outputs. The flexibility of transformer-based models such as OpenAI's GPT series is highly beneficial for a wide range of uses, such as text creation, translation, summarization, and answering questions. Therefore, transformer models are quickly becoming the preferred option for generative AI applications, leading to their remarkable expansion and control in the market.
By modality, text segment to capture the highest market share in 2024.
The text modality segment is estimated to hold the largest market share in the Generative AI market due to its multifaceted appeal and widespread applicability across industries. Textual data's pervasive presence across digital platforms and communication channels provides a rich and easily accessible source for training and deploying generative AI models. This ubiquity aligns with the growing demand for text-based applications such as natural language understanding, generation, summarization, and sentiment analysis in sectors ranging from customer service to marketing and finance. Growing demand for personalized content, conversational interfaces, and automated text creation also spur interest in the application of text-based generative AI solutions across different industries.
By application, synthetic data management is slated to witness the highest growth rate during the forecast period.
Synthetic data management is projected to be the fastest-growing application segment in the generative AI market due to its ability to address critical data challenges faced by organizations across industries. Most of the traditional methods of collecting and labeling data are highly time-consuming, expensive, and fraught with biases or other privacy concerns. Generative AI models, particularly those based on LLMs, can efficiently create high-quality synthetic data that mimics real-world data distributions while preserving privacy and addressing potential biases. Synthetic data may serve for training machine learning models, simulation of rare or extreme scenarios, augmentation of existing data, and anonymization. By utilizing artificial data, companies can speed up model development, reduce expenses, improve the effectiveness and resilience of their AI systems. Synthetic data holds great promise for overcoming regulatory and ethical barriers involving sensitive data and, therefore, has the potential for broader AI adoption in healthcare, finance, and cybersecurity applications.
By vertical, media & entertainment segment will account for the largest market share in 2024.
In the media and entertainment sector, generative AI solutions provide content creators to efficiently produce large amounts of high-quality multimedia content at a low cost, in an environment where innovation and differentiation are crucial. Generative AI can be utilized to create realistic characters, design music, produce visual effects, and curate personalized suggestions for viewers, leading to captivating and immersive experiences in gaming, animations, and other content. As media consumption patterns evolve and the need for varied and captivating content grows, the media and entertainment sector continues to invest heavily in generative AI technologies to drive innovation and shape the future of creating and consuming content.
By region, Asia Pacific is set to experience the fastest growth rate during the forecast period.
Asia Pacific is estimated to be the fastest growing region with China, Japan, South Korea, and India are some of the leading countries in Asia Pacific region in terms of AI innovation, driven by active startup ecosystems and benevolent government initiatives. For instance, city governments in China, such as Shanghai, have given computing vouchers to AI startups to subsidize the training cost of LLMs. The Ministry of Science and ICT in South Korea has dedicated USD 642.5 million until 2030 to invest in companies working on advanced AI chips. Together with other projects, the investment will entail the construction of new data centers and collaboration with cloud service providers and manufacturers of generative AI hardware.
The region's population size and diversity offer a large data pool, which is important for developing and improving AI models. Because of the regions varied linguistic and cultural landscapes and wealth of data, it is possible to develop generative AI solutions that are sensitive to the unique preferences and nuances of the local population. For example homegrown LLMs tailored specifically for the Japanese language are being developed by SB Intuitions a subsidiary of the multinational Japanese company SoftBank. By the end of 2024, SoftBank hopes to have these in-house LLMs fully developed with 350 billion parameters.
Key Market Players
The generative AI solution and service providers have implemented several types of organic and inorganic growth strategies, such as new product launches, product upgrades, partnerships, and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. Some major players in the generative AI market include OpenAI (US), Microsoft (US), AWS (US), Google (US), Adobe (US), along with SMEs and startups such as Anthropic (US), Midjourney (US), Insilico Medicine (Hong Kong), Lumen5 (Canada), and AI21 Labs (Israel).
Want to explore hidden markets that can drive new revenue in Generative AI Market?
Scope of the Report
Want to explore hidden markets that can drive new revenue in Generative AI Market?
Report Metrics |
Details |
Generative AI Market size available for years |
2019–2030 |
Base year considered |
2023 |
Forecast period |
2024–2030 |
Forecast units |
USD (Billion) |
Segments Covered |
Offering, Data Modality, Application, Vertical, and Region |
Geographies covered |
North America, Europe, Asia Pacific, Middle East & Africa, and Latin America |
List of Leading Companies in Generative AI Market |
IBM (US), NVIDIA (US), Open AI (US), Anthropic (US), Meta (US), Microsoft (US), Google (US), AWS (US), Adobe (US), Accenture (Ireland), Capgemini (France), Insilico Medicine (Hong Kong), Simplified (US), Lumen5 (Canada), AI21 Labs (Israel), Hugging Face (US), Dialpad (US), Persado (US), Copy.ai (US), Synthesis AI (US), Hypernetuse AI (US), Viable (US), Together AI (US), Defog.ai (Singapore), Mistral AI (France), Adept (US), DeepSearch Labs (UK), Stability AI (UK), Lightricks (Israel), Cohere (Canada), Writesonic (US), Colossyan (UK), amberSearch (Germany), Mosaic ML (US), Inflection AI (US), Glean (US), Jasper (US), Runway (US), Inworld AI (US), Typeface (US), Paige.AI (US), Upstage (South Korea), PlayHT (US), Speechify (US), Midjourney (US), Fireflies (US), InstaDeep (UK), Synthesis (UK), Mostly AI (Austria), Forethought (US), Character.ai (US), GFP-GAN (China), Fontjoy (Italy), EtherAI (US), Starry AI (US), Magic Studio (US), Balchuan AI (China), Salesforce (US), Technology Innovation Institute (Abu Dhabi), Abacus.AI (US), and OpenLM (US). |
This research report categorizes the generative AI market based on offering, data modality, application, vertical, and region:
Gen AI Market By Offering:
-
Software
-
Software, By Type
-
Rule Based Models
- Knowledge Based Models
- Script Based Models
- Expert Systems
-
Statistical Models
- Markov Models
- Hidden Markov Models
- Gaussian Mixture Models
- Conditional Random Fields
-
Deep Learning
- Feedforward Neural Networks
- Recurrent Neural Networks
- Long Short-Term Memory (LSTM) Networks
- Gated Recurrent Units (GRUs)
-
Generative Adversarial Networks (GANs)
- Conditional GANs
- Style GANs
- Cycle GANs
-
Autoencoders
- Denoising Autoencoders
- Variational Autoencoders
-
Convolutional Neural Networks (CNNs)
- Image Generating CNNs
- Video Generating CNNs
-
Transformer Models
- Bidirectional Encoder Representations from Transformers (BERT)
- Generative Pre-trained Transformer 1 (GPT-1)
- Generative Pre-trained Transformer 2 (GPT-2)
- Generative Pre-trained Transformer 3 (GPT-3)
- Generative Pre-trained Transformer 4 (GPT-4)
- Language Model for Dialogue Applications (LaMDA)
- Other Transformer Models
-
Rule Based Models
-
Software, By Deployment Mode
- On-premises
- Cloud
-
Software, By Type
-
Services
-
Professional Services
- Training and Consulting
- System Integration and Implementation
- Support and Maintenance
- Managed Services
-
Professional Services
Gen AI Market By Data Modality
-
Text
- Text Generation
- Text-Based Chatbots
- Text Summarization
- Text Translation
- Others
-
Image
- Image Generation
- Image Captioning
- Image Editing and Enhancement
- Others
-
Video
- Video Generation
- Video Editing & Enhancement
- Video Annotation
- Others
-
Audio and Speech
- Text to Speech
- Speech Recognition and Transcription
- Music Generation
- Others
-
Code
- Code Generation
- Code Documentation
- Code Translation & Transpilation
- Others
By Application
-
Business Intelligence and Visualization
- Sales Intelligence
- Marketing Intelligence
- Finance Intelligence
- Human Resource Intelligence
- Operations Intelligence
-
Content Management
- Content Generation
- Content Curation, Tagging & Categorization
- Digital Marketing
- Media Editing
-
Synthetic Data Management
- Synthetic Data Augmentation
- Synthetic Data Training
-
Search and Discovery
- General Search
- Insight Generation
-
Automation and Integration
- Personalization & Recommendation Systems
- Customer Experience Management
- Application Development & API Integration
-
Cybersecurity Intelligence
- Fraud Detection & Prevention
- Risk & Compliance Management
- Automated Patch Management
- Digital Forensics & Incident Analysis
- Threat Simulation & Training
-
Generative Design AI
- Design Exploration & Variation
- Modelling & Prototyping
- Product Renderings & Visual Collaterals
- Other Applications
By Vertical
-
Media & Entertainment
-
Media & Entertainment, By Text
- Script and Dialogue Generation
- Content Summarization
- Language Translation and Localization
- Interactive Storytelling
- Automated News Generation
-
Media & Entertainment, By Video
- Video Synthesis
- Video Inpainting
- Video Summarization
- Visual Effects Enhancement
- Virtual Set Design
-
Media & Entertainment, By Image
- Content Creation
- Style Transfer
- Face and Character Generation
- Image Super-Resolution
- Automated Thumbnail Generation
-
Media & Entertainment, By Coding
- Procedural Content Generation
- Automated Animation Scripting
- Code Comment Generation
- Code Translation
- Code Refactoring Suggestions
-
Media & Entertainment, By Audio & Speech
- Music Composition
- Voice Synthesis
- Sound Effects Generation
- Podcast Automation
- Audio Restoration
-
Media & Entertainment, By Text
-
BFSI
-
BFSI, By Text
- Automated Customer Support
- Financial Document Summarization
- Sentiment Analysis
- Financial News Generation
- Fraudulent Mail Detection
-
BFSI, By Video
- Automated Video Surveillance
- Virtual Financial Consultation
- Visual-Cognitive Credit Assessment
- Real Estate Property Evaluation
- Interactive Banking Tutorials
-
BFSI, By Image
- Signature Verification
- Transaction Anomaly Detection
- Document Digitization
- Card Fraud Detection
- Customer Identity Verification
-
BFSI, By Coding
- Algorithmic Trading Strategies
- Automated Report Generation
- Code Review and Optimization
- Fraud Detection Algorithm Development
- Automated Compliance Checks
-
BFSI, By Audio & Speech
- Financial Data Audio Transcription
- Customer Support & Service
- Automated Meeting Summaries
- Financial Podcast Generation
- Voice-Enabled Financial Apps
-
BFSI, By Text
-
Healthcare & Life Sciences
-
Healthcare & Life Sciences, By Text
- Electronic Health Records (EHR)
- Clinical Documentation Generation
- Drug Interaction Prediction
- Medical Literature Summarization
- Patient Communication and Education
-
Healthcare & Life Sciences, By Video
- Surgical Procedure Simulation
- Rehabilitation Exercise Generation
- Gait Analysis and Rehabilitation
- Remote Patient Monitoring
- Medical Training Videos
-
Healthcare & Life Sciences, By Image
- Synthetic Medical Imaging
- Tumor Detection and Segmentation
- Radiation Therapy Planning
- AR/VR Visualization For Anatomy
- Synthetic Molecular Structure Generation
-
Healthcare & Life Sciences, By Coding
- Automated Medical Report Generation
- Algorithmic Medical Diagnosis
- Drug Dosage Calculation
- Healthcare Workflow Automation
- Clinical Decision Support Systems
-
Healthcare & Life Sciences, By Audio & Speech
- Voice Assistants For Patients
- Speech Synthesis For Assistive Devices
- Medical Dictation and Transcription
- Speech-To-Text Medical Transcription
- Customized Audiograms
-
Healthcare & Life Sciences, By Text
-
Manufacturing
-
Manufacturing, By Text
- Technical Documentation
- RFQ/RFP Generation
- Automated Email Communication
- Maintenance and Repair Manuals
- Demand Forecasting and Inventory Management
-
Manufacturing, By Video
- Process Optimization
- Predictive Maintenance
- Robotic Process Control
- Worker Training and Safety
- Supply Chain Visualization
-
Manufacturing, By Image
- Product Design/3d Prototyping
- Defect Detection
- Customized Manufacturing
- Generative Design
- Visual Inspection and Quality Control
-
Manufacturing, By Coding
- Automated Script Generation
- Digital Twin Simulation
- Data Analysis and Visualization
- IoT Devices Integration
- CNC Machine G-Codes
-
Manufacturing, By Audio & Speech
- Acoustic Quality Control
- Worker Assistance and Communication
- Real-Time Monitoring and Alerts
- Virtual Training and Simulations
- Voice-Controlled Interfaces
-
Manufacturing, By Text
-
Retail & Ecommerce
-
Retail & Ecommerce, By Text
- Product Descriptions
- Chatbots and Customer Service
- Social Media Content Creation
- Email Marketing
- Personalized Shopping Recommendations
-
Retail & Ecommerce, By Video
- Product Showcase Videos
- Video Advertisements
- Virtual Store Tours
- Instructional Videos
- User-Generated Content Compilation
-
Retail & Ecommerce, By Image
- Product Image Generation
- Virtual Try-On
- Interior Design Simulation
- Customized Packaging Design
- Visual Search Enhancement
-
Retail & Ecommerce, By Coding
- Automated Inventory Management
- Dynamic Pricing Optimization
- Fraud Detection and Prevention
- Supply Chain Optimization
- E-Commerce Platform Customization
-
Retail & Ecommerce, By Audio & Speech
- Voice Assistants
- Personalized Audio Ads
- Audio Product Guides
- Voice Search Optimization
- Customer Escalation Management
-
Retail & Ecommerce, By Text
-
Transportation & Logistics
-
Transportation & Logistics, By Text
- Automotive Content Creation
- Spare Parts Documentation
- Incident Reports
- Freight Documentation
- Vehicle Maintenance Logs
-
Transportation & Logistics, By Video
- Surveillance and Security
- Driver Behavior Analysis
- Loading and Unloading Optimization
- Accident Reconstruction
- Parking Management
-
Transportation & Logistics, By Image
- Virtual Test Environments
- Customized Vehicle Personalization
- Damage Inspection
- Route Optimization Visualization
- Traffic Flow Simulation
-
Transportation & Logistics, By Coding
- Algorithm Development For Autonomous Vehicles
- Automated Data Processing For Logistics
- Vehicle Control Systems
- Predictive Analytics For Maintenance
- Intelligent Scheduling and Resource Allocation
-
Transportation & Logistics, By Audio & Speech
- Emergency Response and Assistance
- Voice-Enabled Navigation
- Driver State Monitoring
- Speech Recognition For Driver Commands
- Hands-Free Data Entry
-
Transportation & Logistics, By Text
-
Construction & Real Estate
-
Construction & Real Estate, By Text
- Automated Property Descriptions
- Legal Document Generation
- Project Planning Reports
- Client Communication
- Environmental Impact Assessments
-
Construction & Real Estate, By Video
- Construction Progress Videos
- Virtual Reality Property Walkthroughs
- Safety Training Videos
- Quality Assurance Inspections
- Property Valuation Videos
-
Construction & Real Estate, By Image
- Architectural Design Generation
- Facade Visualization
- Interior Layout Suggestions
- Site Progress Monitoring
- Virtual Staging
-
Construction & Real Estate, By Coding
- Automated Building Information Modeling (Bim)
- Construction Workflow Automation
- Generative Design For Structures
- Energy Efficiency Simulations
- Maintenance and Repairs
-
Construction & Real Estate, By Audio & Speech
- Construction Site Monitoring
- Voice-Activated Property Tours
- Automated Customer Support Calls
- Occupancy Monitoring
- Equipment Maintenance Alerts
-
Construction & Real Estate, By Text
-
Energy & Utilities
-
Energy & Utilities, By Text
- Energy Consumption Forecasting
- Automated Reporting
- Customer Support & Resolution
- Regulatory Compliance
- Energy Trading Insights
-
Energy & Utilities, By Video
- Safety Compliance Monitoring
- Renewable Energy Site Selection
- Real-Time Equipment Monitoring
- Energy Theft Detection
- Workforce Training
-
Energy & Utilities, By Image
- Infrastructure Inspection
- Facility Layout Optimization
- Environmental Monitoring
- Grid Management and Optimization
- GIS Data and Satellite Imagery Analysis
-
Energy & Utilities, By Coding
- Optimized Energy Management Code
- Predictive Maintenance Algorithms
- Renewable Energy Simulation
- Energy Trading Algorithms
- Autonomous Grid Control
-
Energy & Utilities, By Audio & Speech
- Acoustic Anomaly Detection
- Emergency Response Coordination
- Voice-Activated Energy Control
- Multilingual Customer Support
- Predictive Maintenance Alerts
-
Energy & Utilities, By Text
-
Government & Defense
-
Government & Defense, By Text
- E-Citizen Services
- Threat Intelligence
- Automated Translation
- Propaganda Detection
- Policy Document Generation
-
Government & Defense, By Video
- Simulated Training Scenarios
- Surveillance Video Enhancement
- Activity Recognition and Anomaly Detection
- Drone and Uav Navigation
- Visual Storyboarding
-
Government & Defense, By Image
- Satellite Image Analysis
- Facial Recognition
- Camouflage Design
- Object Detection Augmentation
- Anomaly Detection In Surveillance
-
Government & Defense, By Coding
- Automated Code Generation
- Vulnerability Simulation
- Code Obfuscation
- Reverse Engineering Aid
- Network Simulation and Optimization
-
Government & Defense, By Audio & Speech
- Audio Deepfake Detection
- Automated Speech Transcription
- Dialect Generation and Recognition
- Verbal Deception Detection
- Voice Biometrics and Authentication
-
Government & Defense, By Text
-
IT & ITeS
-
IT & ITeS, By Text
- Natural Language Interfaces
- Automated Report Generation
- Data Annotation For ML
- Chatbots for IT Support
- API Documentation
-
IT & ITeS, By Video
- Video Training Modules
- Automated Video Editing
- Code Visualization
- IT Process Simulation
- Virtual IT Demos
-
IT & ITeS, By Image
- UI/UX Design Prototyping
- Logo and Branding Design
- Image Data Augmentation
- Fraud Detection
- Document Digitization
-
IT & ITeS, By Coding
- Code Auto-Completion
- Automated Code Review
- Bug Detection and Prevention
- Refactoring Assistance
- Code Comment Generation
-
IT & ITeS, By Audio & Speech
- Voice User Interfaces (VUI)
- Text-To-Speech Applications
- Voice-Activated Commands
- Voice Biometrics
- Automated Call Logging
-
IT & ITeS, By Text
-
Telecommunications
-
Telecommunications, By Text
- Chatbots and Customer Support
- Automated Network Documentation
- Voice-To-Text Transcription
- Automatic Billing and Invoicing
- Content Generation For Marketing
-
Telecommunications, By Video
- Video Quality Enhancement
- Automated Video Summarization
- VR Content Generation
- Anomaly Detection In Video Feeds
- Content Personalization For Video Streaming
-
Telecommunications, By Image
- Network Infrastructure Visualization
- Automatic Fault Detection
- Antenna Placement Optimization
- Facial Recognition For Customer Service
- Real-Time Image Compression
-
Telecommunications, By Coding
- Code Auto-Completion
- Bug Detection and Repair
- Code Summarization and Documentation
- Code Translation
- Automated Script Generation
-
Telecommunications, By Audio & Speech
- Voice Authentication
- Language Generation For Ivr Systems
- Speech Emotion Recognition
- Automated Call Center Quality Assurance
- Voice Generation For Virtual Assistants
-
Telecommunications, By Text
- Other Verticals
By Region
-
North America
- United States
- Canada
-
Europe
- UK
- Germany
- France
- Italy
- Spain
- Finland
- Rest of Europe
-
Asia Pacific
- China
- India
- Japan
- South Korea
- Singapore
- Australia and New Zealand (ANZ)
- Rest of Asia Pacific
-
Middle East and Africa
- Saudi Arabia
- UAE
- South Africa
- Turkey
- Rest of Middle East and Africa
-
Latin America
- Brazil
- Mexico
- Argentina
- Rest of Latin America
Recent Developments:
- In March 2024, Microsoft and Adobe announced plans to bring Adobe Experience Cloud workflows and insights to Microsoft Copilot. The collaboration aims to leverage Microsoft 365 to help marketers overcome application and data silos and more efficiently manage everyday workflows.
- In March 2024, Adobe and NVIDIA, longstanding R&D partners, announced a new partnership to unlock the power of generative AI to further advance creative workflows. Adobe and NVIDIA will co-develop a new generation of advanced generative AI models with a focus on deep integration into applications the world’s leading creators and marketers use.
- In February 2024, the GSMA and IBM announced a new collaboration to support the adoption and skills of generative artificial intelligence (AI) in the telecom industry through the launch of GSMA Advance's AI Training program and the GSMA Foundry Generative AI program.
- In February 2024, OpenAI announced the introduction of Sora, a text-to-video generative AI model. Sora can generate videos for up to a minute while maintaining visual quality and adherence to the user’s prompt. This model is not publicly available as of now and limited access has been granted to handful of red teamers, visual artists, designers, and filmmakers.
- In February 2024, Google unveiled Gemini 1.5, an updated generative AI model that comes with long context understanding across different modalities. In the same month, Google also announced the launch of Gemma, a new family of lightweight open-weight models. Starting with Gemma 2B and Gemma 7B, these new models were “inspired by Gemini” and are available for commercial and research usage.
- In January 2024, Capgemini and AWS expanded their strategic collaboration to enable broad enterprise generative AI adoption. Through this collaboration, Capgemini and AWS are focusing on helping clients realize the business value of adopting generative AI while navigating challenges, including cost, scale, and trust.
- In December 2023, Microsoft launched InsightPilot, an automated data exploration system powered by a Generative AI. This innovative system is specifically designed to simplify the data exploration process. InsightPilot incorporates a set of meticulously designed analysis actions to simplify data exploration.
- In December 2023, Google unveiled an unprecedented Generative AI named VideoPoet, which is multimodal and capable of generating videos. This groundbreaking model introduces video generation functionalities previously unseen in generative AI.
- In December 2023, Axel Springer and OpenAI announced a global partnership to strengthen independent journalism in the age of artificial intelligence (AI). The initiative will enrich users’ experience with ChatGPT by adding recent and authoritative content on various topics and explicitly values the publisher’s role in contributing to OpenAI’s products
- In November 2023, OpenAI announced the launch of GPT-4 Turbo, a next-generation model of GPT-4. GPT-4 Turbo is more capable and has knowledge of world events up to April 2023. It has a 128k context window to fit the equivalent of more than three hundred pages of text in a single prompt.
Frequently Asked Questions (FAQ):
What is a generative AI?
Generative AI refers to a subset of artificial intelligence techniques focused on creating data, content, or outputs that mimic or resemble human-generated content. Unlike traditional AI, which operates based on predefined rules or input-output mappings, generative AI employs models capable of understanding and generating new, original data based on patterns learned from existing data. This approach enables machines to autonomously produce diverse outputs, including images, text, audio, and video, often indistinguishable from human-created content. Generative AI techniques include generative adversarial networks (GANs), variational autoencoders (VAEs), and transformers, among others.
What is the total CAGR expected to be recorded for the generative AI market during 2024-2030?
The generative AI market is expected to record a CAGR of 36.7% from 2024-2030.
How is the large language model market shaping the broader Generative AI industry?
The large language model market is significantly shaping the broader Generative AI industry by driving innovation, setting benchmarks for model performance, and democratizing access to advanced AI capabilities. These models, such as GPT-3/3.5/4, are pushing the boundaries of what's possible in natural language understanding, generation, and manipulation. They fuel the development of new applications across various sectors, from conversational agents and content generation to code completion and data analysis. As these models become more sophisticated and accessible, they are poised to revolutionize how we interact with technology and leverage generative AI-driven solutions in everyday life and business.
What are the key drivers supporting the growth of the generative AI market?
The key factors driving the growth of the generative AI market include advancements in deep learning algorithms and architectures, increased computational power and access to cloud resources, expanding applications across industries such as healthcare, finance, and entertainment, as well as rising demand for personalized and context-aware AI solutions.
Which are the top 3 verticals prevailing in the generative AI market?
BFSI, media & entertainment, and retail & eCommerce are leading in the generative AI market due to their data-centric operations and customer-focused strategies. BFSI relies on generative AI for risk assessment and customer service automation, while media & entertainment uses it for content creation and recommendation systems. Retail & eCommerce harness generative AI for personalized marketing and customer support, driving engagement and sales. These sectors' emphasis on data analytics and AI-driven innovation propels their market share in the generative AI landscape.
Who are the key vendors in the generative AI market?
Some major players in the generative AI market include IBM (US), NVIDIA (US), Open AI (US), Anthropic (US), Meta (US), Microsoft (US), Google (US), AWS (US), Adobe (US), Accenture (Ireland), Capgemini (France), Insilico Medicine (Hong Kong), Simplified (US), Lumen5 (Canada), AI21 Labs (Israel), Hugging Face (US), Dialpad (US), Persado (US), Copy.ai (US), Synthesis AI (US), Hypernetuse AI (US), Viable (US), Together AI (US), Defog.ai (Singapore), Mistral AI (France), Adept (US), DeepSearch Labs (UK), Stability AI (UK), Lightricks (Israel), Cohere (Canada), Writesonic (US), Colossyan (UK), amberSearch (Germany), Mosaic ML (US), Inflection AI (US), Glean (US), Jasper (US), Runway (US), Inworld AI (US), Typeface (US), Paige.AI (US), Upstage (South Korea), PlayHT (US), Speechify (US), Midjourney (US), Fireflies (US), InstaDeep (UK), Synthesis (UK), Mostly AI (Austria), Forethought (US), Character.ai (US), GFP-GAN (China), Fontjoy (Italy), EtherAI (US), Starry AI (US), Magic Studio (US), Balchuan AI (China), Salesforce (US), Technology Innovation Institute (Abu Dhabi), Abacus.AI (US), and OpenLM (US). .
To speak to our analyst for a discussion on the above findings, click Speak to Analyst
Exclusive indicates content/data unique to MarketsandMarkets and not available with any competitors.
- 5.1 INTRODUCTION
-
5.2 MARKET DYNAMICSDRIVERS- Innovation of cloud storage to enable easy access to data- Evolution of AI and deep learning- Rise in content creation and creative applicationsRESTRAINTS- High costs associated with training data preparation- Issues related to bias and inaccurately generated output- Risks associated with data breaches and sensitive information leakageOPPORTUNITIES- Increase in deployment of large language models- Growth in interest of enterprises in commercializing synthetic images- Robust improvement in generative ML leading to human baseline performanceCHALLENGES- Concerns regarding misuse of generative AI for illegal activities- Quality of output generated by generative AI models- Computational complexity and technical challenges of generative AI
-
5.3 ETHICS AND IMPLICATIONS OF GENERATIVE AIBIAS AND FAIRNESSPRIVACY AND SECURITYINTELLECTUAL PROPERTYACCOUNTABILITY AND RESPONSIBILITYSOCIETAL AND ECONOMIC IMPACTENVIRONMENTAL IMPACT
- 5.4 EVOLUTION OF GENERATIVE AI
- 5.5 GENERATIVE AI RETURN ON INVESTMENT
- 5.6 GENERATIVE AI MATURITY CURVE
-
5.7 GENERATIVE AI: DEVELOPMENT & DEPLOYMENT COSTSHARDWARE COSTSSOFTWARE COSTSSKILLED LABOR COSTS
-
5.8 ECOSYSTEM ANALYSISTEXT GENERATOR PROVIDERSVIDEO GENERATOR PROVIDERSIMAGE GENERATOR PROVIDERSAUDIO & SPEECH GENERATOR PROVIDERSCODE GENERATOR PROVIDERSCLOUD PLATFORM PROVIDERSAPI-AS-A-SERVICE PROVIDERSEND USERSGOVERNMENT AND REGULATORY BODIES
- 5.9 SUPPLY CHAIN ANALYSIS
-
5.10 GENERATIVE AI TOOLS AND FRAMEWORKTENSORFLOWPYTORCHKERASCAFFETHEANOMXNETTORCHHUGGING FACE
-
5.11 GENERATIVE AI TECHNIQUES & METHODSTEXT GENERATION & LANGUAGE MODELING- Recurrent neural networks for text generation- Language modeling with transformers- Seq2Seq models for translationIMAGE & VIDEO GENERATION- Generative adversarial networks for image generation- Style transfer and image-to-image translation- Video generation with GANsMUSIC & AUDIO GENERATION- WaveNet and SampleRNN for audio generation- Music generation with LSTM networksREINFORCEMENT LEARNING- Policy gradient methods- Actor-critic methods
- 5.12 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
-
5.13 CASE STUDY ANALYSISMARKS & SPENCER ENHANCED EMAIL CONVERSION BY 20–34% WITH PERSADO’S MOTIVATION AIVODAFONE GROUP PLC UNCOVERED KEY TRENDS AND RICH INSIGHTS THROUGH PERSADO’S MOTIVATION AIWPP TRAINED 50,000 EMPLOYEES WITH AI VIDEOSTELEPERFORMANCE TRAINED GLOBAL WORKFORCE WITH SYNTHESIA STUDIOCISCO SCALED VIDEO CONTENT LOCALIZATION USING LUMEN5SIEMENS DIGITALIZED ITS COMMUNICATIONS WITH LUMEN5INTEL AND ACCENTURE COLLABORATED TO CREATE SET OF 34 OPEN-SOURCE AI REFERENCE KITS
-
5.14 TECHNOLOGY ANALYSISKEY TECHNOLOGIES- Generative Adversarial Networks (GANs)- Variational Autoencoders (VAEs)- Transformer Architecture- Attention Mechanisms- Transfer LearningADJACENT TECHNOLOGIES- Natural Language Processing (NLP)- Computer Vision- Reinforcement Learning- Knowledge GraphsCOMPLEMENTARY TECHNOLOGIES- High-Performance Computing (HPC)- Explainable AI- Privacy-Preserving AI- Blockchain
-
5.15 REGULATORY LANDSCAPEREGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONSREGULATIONS- North America- Europe- Asia Pacific- Middle East & Africa- Latin America
-
5.16 PATENT ANALYSISMETHODOLOGYPATENTS FILED, BY DOCUMENT TYPEINNOVATION AND PATENT APPLICATIONS- Top 10 applicants in generative AI market
-
5.17 PRICING ANALYSISAVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY DATA MODALITYINDICATIVE PRICING ANALYSIS, BY OFFERING
- 5.18 KEY CONFERENCES AND EVENTS
-
5.19 PORTER’S FIVE FORCES ANALYSISTHREAT OF NEW ENTRANTSTHREAT OF SUBSTITUTESBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSINTENSITY OF COMPETITION RIVALRY
- 5.20 TECHNOLOGY ROADMAP
-
5.21 GENERATIVE AI BUSINESS MODELSGENERATIVE AI MODEL-AS-A-SERVICEBUILT-IN-APPS BUSINESS MODELEND USER INTEGRATION BUSINESS MODELMARKETPLACES/EXCHANGES MODEL
-
5.22 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSESTRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
-
5.23 KEY STAKEHOLDERS & BUYING CRITERIAKEY STAKEHOLDERS IN BUYING PROCESSBUYING CRITERIA
-
6.1 INTRODUCTIONOFFERING: MARKET DRIVERS
-
6.2 SOFTWAREGENERATIVE AI SOFTWARE MARKET, BY TYPE- Rule-based models- Statistical models- Deep learning models- Generative adversarial networks (GANs)- Autoencoders- Convolutional neural networks (CNNs)- Transformer-based Large Language Models (LLMs)SOFTWARE MARKET, BY DEPLOYMENT MODE- On-premises- Cloud
-
6.3 SERVICESPROFESSIONAL SERVICES- Requirement assessment and customized implementation and assistance with deployment of generative AI solutions- Training & consulting services- System integration & implementation services- Support & maintenance servicesMANAGED SERVICES- Managed services provide end-to-end management for generative AI, helping businesses focus on core competencies
-
7.1 INTRODUCTIONDATA MODALITY: MARKET DRIVERS
-
7.2 TEXTADVANCED TECHNIQUES SUCH AS RNNS AND TRANSFORMER ARCHITECTURES TO PROCESS AND GENERATE TEXTTEXT GENERATIONTEXT-BASED CHATBOTSTEXT SUMMARIZATIONTEXT TRANSLATIONOTHER TEXT MODALITIES
-
7.3 IMAGECREATING VISUAL CONTENT, RANGING FROM PHOTOREALISTIC IMAGES TO ABSTRACT ART, USING ARTIFICIAL INTELLIGENCE IMAGE TECHNIQUESIMAGE GENERATIONIMAGE CAPTIONINGIMAGE EDITING & ENHANCEMENTOTHER IMAGE MODALITIES
-
7.4 VIDEODEEP LEARNING MODELS UNDERSTAND AND RECREATE VISUAL DATA, ENABLING LIFELIKE VIDEOSVIDEO GENERATIONVIDEO EDITING & ENHANCEMENTVIDEO ANNOTATIONOTHER VIDEO MODALITIES
-
7.5 AUDIO & SPEECHTHROUGH ADVANCED ALGORITHMS AND DEEP LEARNING TECHNIQUES, GENERATIVE MODELS CAN ANALYZE AND SYNTHESIZE AUDIO DATA WITH REMARKABLE ACCURACYTEXT-TO-SPEECHSPEECH RECOGNITION & TRANSCRIPTIONMUSIC GENERATIONOTHER AUDIO & SPEECH MODALITIES
-
7.6 CODEGENERATIVE AI WITH CODE UNDERSTANDING CAPABILITIES CAN ASSIST IN TASKS SUCH AS SOFTWARE MAINTENANCE, REFACTORING, AND OPTIMIZATIONCODE GENERATIONCODE DOCUMENTATIONCODE TRANSLATION & TRANSPILATIONOTHER CODE MODALITIES
-
8.1 INTRODUCTIONAPPLICATION: MARKET DRIVERS
-
8.2 BUSINESS INTELLIGENCE & VISUALIZATIONIDENTIFYING PATTERNS AND TRENDS WITHIN DATA BY EMPLOYING TECHNIQUES SUCH AS DEEP LEARNING AND NEURAL NETWORKSSALES INTELLIGENCEMARKETING INTELLIGENCEHUMAN RESOURCE INTELLIGENCEFINANCE INTELLIGENCEOPERATIONS INTELLIGENCE
-
8.3 CONTENT MANAGEMENTIMPROVING CONTENT MANAGEMENT BY OPTIMIZING WORKFLOWS AND ENHANCING SCALABILITY USING GENERATIVE AICONTENT GENERATIONCONTENT CURATION, TAGGING, AND CATEGORIZATIONDIGITAL MARKETINGMEDIA EDITING
-
8.4 SYNTHETIC DATA MANAGEMENTMIMICKING REAL-WORLD DATA DISTRIBUTIONS WITHOUT COMPROMISING INDIVIDUAL PRIVACY BY UTILIZING GANS AND VAESSYNTHETIC DATA AUGMENTATIONSYNTHETIC DATA TRAINING
-
8.5 SEARCH & DISCOVERYNEED TO UNCOVER HIDDEN PATTERNS, EXTRACT INSIGHTS, AND GENERATE PERSONALIZED RECOMMENDATIONSGENERAL SEARCHINSIGHT GENERATION
-
8.6 AUTOMATION & INTEGRATIONSTREAMLINING AND ENHANCING VARIOUS PROCESSES WITHIN BUSINESSES BY UTILIZING AUTOMATION & INTEGRATION POWER OF GENERATIVE AIPERSONALIZATION & RECOMMENDATION SYSTEMSCUSTOMER EXPERIENCE MANAGEMENTAPPLICATION DEVELOPMENT & API INTEGRATIONCYBERSECURITY INTELLIGENCE- Fraud Detection & Prevention- Risk & Compliance Management- Automated Patch Management- Digital Forensics & Incident Analysis- Threat Simulation & Training
-
8.7 GENERATIVE DESIGN AIANALYZING VAST AMOUNTS OF DATA AND HARNESSING MACHINE LEARNING ALGORITHMS FOR NUMEROUS DESIGN ITERATIONSDESIGN EXPLORATION & VARIATIONMODELING & PROTOTYPINGPRODUCT RENDERINGS & VISUAL COLLATERALS
- 8.8 OTHER APPLICATIONS
-
9.1 INTRODUCTIONEND USER: MARKET DRIVERS
-
9.2 ENTERPRISESMEDIA & ENTERTAINMENT- Demand for hyper-personalized content experiences and hyper-realistic virtual environments- Media & entertainment: generative AI success stories- Generative AI market in media & entertainment end user, by text modality- Market in Media & entertainment end user, by video modality- Market in media & entertainment end user, by image modality- Market in media & entertainment end user, by code modality- Market in media & entertainment end user, by audio & speech modalityBFSI- Identifying patterns of fraudulent activity and enhancing customer service and support using generative AI- BFSI: Generative AI success stories- Generative AI market in BFSI end user, by text modality- Market in BFSI end user, by video modality- Market in BFSI end user, by image modality- Market in BFSI end user, by code modality- Market in BFSI end user, by audio & speech modalityHEALTHCARE & LIFE SCIENCES- Revolutionizing drug discovery, medical imaging analysis, and personalized treatment plans- Healthcare & life sciences: generative AI success stories- Generative AI market in healthcare & life sciences end user, by text modality- Market in healthcare & life sciences end user, by video modality- Market in healthcare & life sciences end user, by image modality- Market in healthcare & life sciences end user, by code modality- Market in healthcare & life sciences end user, by audio & speech modalityMANUFACTURING- Transforming quality control in manufacturing by enabling automated inspection and defect detection- Manufacturing: generative AI success stories- Generative AI market in manufacturing end user, by text modality- Market in manufacturing end user, by video modality- Market in manufacturing end user, by image modality- Market in manufacturing end user, by code modality- Market in manufacturing end user, by audio & speech modalityRETAIL & ECOMMERCE- Utilizing generative AI to create virtual shopping assistants and chatbots to interact with customers- Retail & eCommerce: generative AI success stories- Generative AI market in retail & ecommerce end user, by text modality- Market in retail & ecommerce end user, by video modality- Market in retail & ecommerce end user, by image modality- Market in retail & ecommerce end user, by code modality- Market in retail & ecommerce end user, by audio & speech modalityTRANSPORTATION & LOGISTICS- Rise in need for efficiency, optimization, and sustainability- Transportation & logistics: generative ai success stories- Generative AI market in transportation & logistics end user, by text modality- Market in transportation & logistics end user, by video modality- Market in transportation & logistics end user, by image modality- Market in transportation & logistics end user, by code modality- Market in transportation & logistics end user, by audio & speech modalityCONSTRUCTION & REAL ESTATE- Integration of generative AI to help real estate firms attract and retain tenants- Construction & real estate: generative AI success stories- Generative AI market in construction & real estate end user, by text modality- Market in construction & real estate end user, by video modality- Market in construction & real estate end user, by image modality- Market in construction & real estate end user, by code modality- Market in construction & real estate end user, by audio & speech modalityENERGY & UTILITIES- Generative AI tools to detect outages and offer quality services to retain existing customers- Energy & utilities: generative AI success stories- Generative AI market in energy & utilities end user, by text modality- Market in energy & utilities end user, by video modality- Market in energy & utilities end user, by image modality- Market in energy & utilities end user, by code modality- Market in energy & utilities end user, by audio & speech modalityGOVERNMENT & DEFENSE- Generative AI tools to detect threat and enhance surveillance- Government & defense: generative AI success stories- Generative AI market in government & defense end user, by text modality- Market in government & defense end user, by video modality- Market in government & defense end user, by image modality- Market in government & defense end user, by code modality- Market in government & defense end user, by audio & speech modality- Voice Biometrics and AuthenticationIT & ITES- Generative AI to help improve cybersecurity, minimize costs, and enhance user experience- IT & ITeS: Generative AI success stories- Generative AI market in IT & ITeS end user, by text modality- Market in IT & ITeS end user, by video modality- Market in IT & ITeS end user, by image modality- Market in IT & ITeS end user, by code modality- Market in IT & ITeS end user, by audio & speech modalityTELECOMMUNICATIONS- Generative AI to optimize network operations and planning and augment customer services- Telecommunications: Generative AI success stories- Generative AI market in telecommunications end user, by text modality- Market in telecommunications end user, by video modality- Market in telecommunications end user, by image modality- Market in telecommunications end user, by code modality- Market in telecommunications end user, by audio & speech modalityOTHER END USERS- Generative AI market in other end users, by text modality- Market in other end users, by video modality- Market in other end users, by image modality- Market in other end users, by code modality- Market in other end users, by audio & speech modality
-
9.3 CONSUMERSCONTENT CREATORS AND INFLUENCERS- Generative AI offers content ideation support and turning abstract ideas into finished productsFINANCIAL ADVISORS- Generative AI allows advisors to provide more tailored strategies for clients while minimizing manual research and data entry tasksFREELANCE APP DEVELOPERS- With AI, developers can create prototypes or full applications faster, allowing them to take on more projects or dedicate time to refining user experiencesACADEMICIANS- Generative AI assist academicians with drafting papers, formatting citations, and refining languageOTHERS- Demand for hyper-personalized content experiences and hyper-realistic virtual environments
- 10.1 INTRODUCTION
-
10.2 NORTH AMERICANORTH AMERICA: MARKET DRIVERSNORTH AMERICA: RECESSION IMPACTUSCANADA
-
10.3 EUROPEEUROPE: MARKET DRIVERSEUROPE: RECESSION IMPACTUKGERMANYFRANCEITALYSPAINFINLANDREST OF EUROPE
-
10.4 ASIA PACIFICASIA PACIFIC: MARKET DRIVERSASIA PACIFIC: RECESSION IMPACTCHINAINDIAJAPANSOUTH KOREASINGAPOREAUSTRALIA & NEW ZEALANDREST OF ASIA PACIFIC
-
10.5 MIDDLE EAST & AFRICAMIDDLE EAST & AFRICA: GENERATIVE AI MARKET DRIVERSMIDDLE EAST & AFRICA: RECESSION IMPACTSAUDI ARABIAUAESOUTH AFRICATURKEYREST OF MIDDLE EAST & AFRICA
-
10.6 LATIN AMERICALATIN AMERICA: MARKET DRIVERSLATIN AMERICA: RECESSION IMPACTBRAZILMEXICOARGENTINAREST OF LATIN AMERICA
- 11.1 OVERVIEW
- 11.2 KEY PLAYERS STRATEGIES
- 11.3 REVENUE ANALYSIS
-
11.4 MARKET SHARE ANALYSISMARKET RANKING ANALYSIS
-
11.5 PRODUCT COMPARATIVE ANALYSISPRODUCT COMPARATIVE ANALYSIS, BY TEXT GENERATOR- ChatGPT- Gemini- Claude- Amazon Titan- BingPRODUCT COMPARATIVE ANALYSIS, BY IMAGE GENERATOR- DALL-E- Craiyon- Midjourney- Stable Diffusion- NightcafePRODUCT COMPARATIVE ANALYSIS, BY VIDEO GENERATOR- Synthesia- Lumen5- Elai- Flexclip- VEED.IOPRODUCT COMPARATIVE ANALYSIS, BY CODE GENERATOR- Codex- PyCharm- Tabnine- Codota- SourceAIPRODUCT COMPARATIVE ANALYSIS, BY AUDIO & SPEECH GENERATOR- Speechify- Play.ht- Murf.AI- Aiva- OpenAI Jukebox
- 11.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
-
11.7 COMPANY EVALUATION MATRIX: KEY PLAYERSSTARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTSCOMPANY FOOTPRINT: KEY PLAYERS- Overall Company Footprint- Regional Footprint- Application Footprint- End user Footprint- Offering Footprint
-
11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMESPROGRESSIVE COMPANIESRESPONSIVE COMPANIESDYNAMIC COMPANIESSTARTING BLOCKSCOMPETITIVE BENCHMARKING: STARTUPS/SMES- Detailed List of Key Startups/SMEs- Competitive Benchmarking of Key Startups/SMEs
-
11.9 COMPETITIVE SCENARIO AND TRENDSPRODUCT LAUNCHES & ENHANCEMENTSDEALS
- 12.1 INTRODUCTION
-
12.2 KEY PLAYERSMICROSOFT- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewAWS- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewGOOGLE- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewADOBE- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewOPENAI- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewIBM- Business overview- Products/Solutions/Services offered- Recent developmentsMETA- Business overview- Products/Solutions/Services offered- Recent developmentsANTHROPIC- Business overview- Products/Solutions/Services offered- Recent developmentsNVIDIA- Business overview- Products/Solutions/Services offered- Recent developmentsACCENTURE- Business overview- Products/Solutions/Services offered- Recent developmentsCAPGEMINI- Business overview- Products/Solutions/Services offered- Recent developmentsINSILICO MEDICINESIMPLIFIEDLUMEN5AI21 LABSHUGGING FACEDIALPADPERSADO
-
12.3 STARTUP/SME PROFILESCENTIFIC- Business overview- Solutions/Services Offered- Recent developmentsFRACTAL ANALYTICSTIGER ANALYTICSQUANTIPHISCALE AISNORKELLABELBOXAPPENHQE SYSTEMS- Business overview- Solutions/Services offeredLIGHTRICKSPAIGE.AIPLAY.HTSPEECHIFYMIDJOURNEYFIREFLIESSYNTHESIAMOSTLY AICHARACTER.AIHYPOTENUSE AIVIABLEDEFOG.AIDEEPSEARCH LABSWRITESONICAMBERSEARCHCOPY.AISYNTHESIS AICOLOSSYANINFLECTION AIGLEANJASPERRUNWAYINWORLD AITYPEFACEINSTADEEPFORETHOUGHTTOGETHER AIUPSTAGEMISTRAL AIADEPTMOSAIC MLSTABILITY AICOHERE
-
12.4 OPEN-SOURCE COMPANIESGFP-GANFONTJOYELEUTHERAISTARRYAIMAGIC STUDIOBAICHUAN AISALESFORCETECHNOLOGY INNOVATION INSTITUTEABACUS.AIOPENLM
- 13.1 INTRODUCTION
-
13.2 CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2028MARKET DEFINITIONMARKET OVERVIEW- Conversational AI market, by offering- Conversational AI market, by business function- Conversational AI market, by channel- Conversational AI market, by end user- Conversational AI market, by region
-
13.3 CHATBOT MARKET - GLOBAL FORECAST TO 2028MARKET DEFINITIONMARKET OVERVIEW- Chatbot market, by offering- Chatbot market, by type- Chatbot market, by channel integration- Chatbot market, by end user- Chatbot market, by region
- 14.1 DISCUSSION GUIDE
- 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 14.3 CUSTOMIZATION OPTIONS
- 14.4 RELATED REPORTS
- 14.5 AUTHOR DETAILS
- TABLE 1 USD EXCHANGE RATES, 2019–2023
- TABLE 2 PRIMARY INTERVIEWS
- TABLE 3 FACTOR ANALYSIS
- TABLE 4 IMPACT OF RECESSION ON GLOBAL GENERATIVE AI MARKET
- TABLE 5 GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2020–2023 (USD MILLION, Y-O-Y)
- TABLE 6 MARKET SIZE AND GROWTH RATE, 2024–2030 (USD MILLION, Y-O-Y)
- TABLE 7 GENERATIVE AI MARKET: ECOSYSTEM
- TABLE 8 GENERATIVE AI MARKET: SUPPLY CHAIN ANALYSIS
- TABLE 9 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 11 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 12 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 13 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 14 PATENTS FILED, 2013–2023
- TABLE 15 TOP 20 PATENT OWNERS IN GENERATIVE AI MARKET, 2013–2023
- TABLE 16 LIST OF FEW PATENTS IN GENERATIVE AI MARKET, 2022–2023
- TABLE 17 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE DATA MODALITIES (USD/MONTH)
- TABLE 18 INDICATIVE PRICING LEVELS OF GENERATIVE AI SOLUTIONS, BY OFFERING
- TABLE 19 GENERATIVE AI MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025
- TABLE 20 PORTER’S FIVE FORCES’ IMPACT ON GENERATIVE AI MARKET
- TABLE 21 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
- TABLE 22 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
- TABLE 23 MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 24 GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 25 GENERATIVE AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 26 GENERATIVE AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 27 GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 28 GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 29 RULE-BASED GENERATIVE AI MODELS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 30 RULE-BASED GENERATIVE AI MODELS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 31 STATISTICAL GENERATIVE AI MODELS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 32 STATISTICAL GENERATIVE AI MODELS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 33 DEEP LEARNING GENERATIVE AI MODELS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 34 DEEP LEARNING GENERATIVE AI MODELS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 35 GENERATIVE ADVERSARIAL NETWORKS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 36 GENERATIVE ADVERSARIAL NETWORKS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 37 AUTOENCODERS: GENERATIVE AI MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 38 AUTOENCODERS: MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 39 CONVOLUTIONAL NEURAL NETWORKS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 40 CONVOLUTIONAL NEURAL NETWORKS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 41 TRANSFORMER-BASED LLMS MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 42 TRANSFORMER-BASED LLMS MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 43 GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 44 GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 45 ON-PREMISE GENERATIVE AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 46 ON-PREMISE GENERATIVE AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 47 CLOUD-BASED GENERATIVE AI SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 48 CLOUD-BASED GENERATIVE AI SOFTWARE MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 49 GENERATIVE AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 50 MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 51 GENERATIVE AI SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 52 GENERATIVE AI SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 53 GENERATIVE AI SERVICES MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
- TABLE 54 GENERATIVE AI SERVICES MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
- TABLE 55 GENERATIVE AI PROFESSIONAL SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 56 GENERATIVE AI PROFESSIONAL SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 57 GENERATIVE AI TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 58 GENERATIVE AI TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 59 GENERATIVE AI SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 60 GENERATIVE AI SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 61 GENERATIVE AI SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 62 GENERATIVE AI SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 63 GENERATIVE AI MANAGED SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 64 GENERATIVE AI MANAGED SERVICES MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 65 GENERATIVE AI MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 66 MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 67 MARKET, BY TEXT MODALITY, 2019–2023 (USD MILLION)
- TABLE 68 MARKET, BY TEXT MODALITY, 2024–2030 (USD MILLION)
- TABLE 69 MARKET IN TEXT GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 70 MARKET IN TEXT GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 71 MARKET IN TEXT-BASED CHATBOTS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 72 MARKET IN TEXT-BASED CHATBOTS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 73 MARKET IN TEXT SUMMARIZATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 74 MARKET IN TEXT SUMMARIZATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 75 MARKET IN TEXT TRANSLATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 76 GENERATIVE AI MARKET IN TEXT TRANSLATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 77 MARKET IN OTHER TEXT MODALITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 78 MARKET IN OTHER TEXT MODALITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 79 MARKET, BY IMAGE MODALITY, 2019–2023 (USD MILLION)
- TABLE 80 MARKET, BY IMAGE MODALITY, 2024–2030 (USD MILLION)
- TABLE 81 MARKET IN IMAGE GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 82 MARKET IN IMAGE GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 83 MARKET IN IMAGE CAPTIONING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 84 MARKET IN IMAGE CAPTIONING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 85 MARKET IN IMAGE EDITING & ENHANCEMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 86 MARKET IN IMAGE EDITING & ENHANCEMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 87 MARKET IN OTHER IMAGE MODALITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 88 GENERATIVE AI MARKET IN OTHER IMAGE MODALITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 89 MARKET, BY VIDEO MODALITY, 2019–2023 (USD MILLION)
- TABLE 90 MARKET, BY VIDEO MODALITY, 2024–2030 (USD MILLION)
- TABLE 91 MARKET IN VIDEO GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 92 MARKET IN VIDEO GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 93 MARKET IN VIDEO EDITING & ENHANCEMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 94 MARKET IN VIDEO EDITING & ENHANCEMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 95 MARKET IN VIDEO ANNOTATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 96 MARKET IN VIDEO ANNOTATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 97 MARKET IN OTHER VIDEO MODALITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 98 MARKET IN OTHER VIDEO MODALITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 99 MARKET, BY AUDIO & SPEECH MODALITY, 2019–2023 (USD MILLION)
- TABLE 100 GENERATIVE AI MARKET, BY AUDIO & SPEECH MODALITY, 2024–2030 (USD MILLION)
- TABLE 101 MARKET IN TEXT-TO-SPEECH, BY REGION, 2019–2023 (USD MILLION)
- TABLE 102 MARKET IN TEXT-TO-SPEECH, BY REGION, 2024–2030 (USD MILLION)
- TABLE 103 MARKET IN SPEECH RECOGNITION & TRANSCRIPTION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 104 MARKET IN SPEECH RECOGNITION & TRANSCRIPTION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 105 MARKET IN MUSIC GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 106 MARKET IN MUSIC GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 107 MARKET IN OTHER AUDIO & SPEECH MODALITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 108 MARKET IN OTHER AUDIO & SPEECH MODALITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 109 GENERATIVE AI MARKET, BY CODE MODALITY, 2019–2023 (USD MILLION)
- TABLE 110 MARKET, BY CODE MODALITY, 2024–2030 (USD MILLION)
- TABLE 111 MARKET IN CODE GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 112 MARKET IN CODE GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 113 MARKET IN CODE DOCUMENTATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 114 MARKET IN CODE DOCUMENTATION: MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 115 MARKET IN CODE TRANSLATION & TRANSLATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 116 MARKET IN CODE TRANSLATION & TRANSPILATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 117 MARKET IN OTHER CODE MODALITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 118 GENERATIVE AI MARKET IN OTHER CODE MODALITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 119 MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 120 MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 121 MARKET IN BUSINESS INTELLIGENCE & VISUALIZATION, BY END USER, 2019–2023 (USD MILLION)
- TABLE 122 MARKET IN BUSINESS INTELLIGENCE & VISUALIZATION, BY END USER, 2024–2030 (USD MILLION)
- TABLE 123 MARKET IN BUSINESS INTELLIGENCE & VISUALIZATION, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 124 MARKET IN BUSINESS INTELLIGENCE & VISUALIZATION, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 125 MARKET IN SALES INTELLIGENCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 126 MARKET IN SALES INTELLIGENCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 127 MARKET IN MARKETING INTELLIGENCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 128 GENERATIVE AI MARKET IN MARKETING INTELLIGENCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 129 MARKET IN HUMAN RESOURCE INTELLIGENCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 130 MARKET IN HUMAN RESOURCE INTELLIGENCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 131 MARKET IN FINANCE INTELLIGENCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 132 MARKET IN FINANCE INTELLIGENCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 133 MARKET IN OPERATIONS INTELLIGENCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 134 MARKET IN OPERATIONS INTELLIGENCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 135 MARKET IN CONTENT MANAGEMENT, BY END USER, 2019–2023 (USD MILLION)
- TABLE 136 MARKET IN CONTENT MANAGEMENT, BY END USER, 2024–2030 (USD MILLION)
- TABLE 137 MARKET IN CONTENT MANAGEMENT, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 138 MARKET IN CONTENT MANAGEMENT, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 139 MARKET IN CONTENT GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 140 MARKET IN CONTENT GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 141 MARKET IN CONTENT CURATION, TAGGING, AND CATEGORIZATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 142 MARKET IN CONTENT CURATION, TAGGING, AND CATEGORIZATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 143 MARKET IN DIGITAL MARKETING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 144 MARKET IN DIGITAL MARKETING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 145 MARKET IN MEDIA EDITING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 146 MARKET IN MEDIA EDITING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 147 MARKET IN SYNTHETIC DATA MANAGEMENT, BY END USER, 2019–2023 (USD MILLION)
- TABLE 148 GENERATIVE AI MARKET IN SYNTHETIC DATA MANAGEMENT, BY END USER, 2024–2030 (USD MILLION)
- TABLE 149 MARKET IN SYNTHETIC DATA MANAGEMENT, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 150 MARKET IN SYNTHETIC DATA MANAGEMENT, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 151 MARKET IN SYNTHETIC DATA AUGMENTATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 152 MARKET IN SYNTHETIC DATA AUGMENTATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 153 MARKET IN SYNTHETIC DATA TRAINING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 154 MARKET IN SYNTHETIC DATA TRAINING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 155 MARKET IN SEARCH & DISCOVERY, BY END USER, 2019–2023 (USD MILLION)
- TABLE 156 MARKET IN SEARCH & DISCOVERY, BY END USER, 2024–2030 (USD MILLION)
- TABLE 157 MARKET IN SEARCH & DISCOVERY, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 158 MARKET IN SEARCH & DISCOVERY, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 159 GENERATIVE AI MARKET IN GENERAL SEARCH, BY REGION, 2019–2023 (USD MILLION)
- TABLE 160 MARKET IN GENERAL SEARCH, BY REGION, 2024–2030 (USD MILLION)
- TABLE 161 MARKET IN INSIGHT GENERATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 162 MARKET IN INSIGHT GENERATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 163 MARKET IN AUTOMATION & INTEGRATION, BY END USER, 2019–2023 (USD MILLION)
- TABLE 164 MARKET IN AUTOMATION & INTEGRATION, BY END USER, 2024–2030 (USD MILLION)
- TABLE 165 MARKET IN AUTOMATION & INTEGRATION, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 166 MARKET IN AUTOMATION & INTEGRATION, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 167 MARKET IN PERSONALIZATION & RECOMMENDATION SYSTEMS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 168 MARKET IN PERSONALIZATION & RECOMMENDATION SYSTEMS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 169 GENERATIVE AI MARKET IN CUSTOMER EXPERIENCE MANAGEMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 170 MARKET IN CUSTOMER EXPERIENCE MANAGEMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 171 MARKET IN APPLICATION DEVELOPMENT & API INTEGRATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 172 MARKET IN APPLICATION DEVELOPMENT & API INTEGRATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 173 MARKET IN CYBERSECURITY INTELLIGENCE, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 174 MARKET IN CYBERSECURITY INTELLIGENCE, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 175 MARKET IN FRAUD DETECTION & PREVENTION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 176 MARKET IN FRAUD DETECTION & PREVENTION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 177 MARKET IN RISK & COMPLIANCE MANAGEMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 178 MARKET IN RISK & COMPLIANCE MANAGEMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 179 MARKET IN AUTOMATED PATCH MANAGEMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 180 MARKET IN AUTOMATED PATCH MANAGEMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 181 GENERATIVE AI MARKET IN DIGITAL FORENSICS & INCIDENT ANALYSIS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 182 MARKET IN DIGITAL FORENSICS & INCIDENT ANALYSIS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 183 MARKET IN THREAT SIMULATION & TRAINING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 184 MARKET IN THREAT SIMULATION & TRAINING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 185 MARKET IN GENERATIVE DESIGN AI, BY END USER, 2019–2023 (USD MILLION)
- TABLE 186 MARKET IN GENERATIVE DESIGN AI, BY END USER, 2024–2030 (USD MILLION)
- TABLE 187 MARKET IN GENERATIVE DESIGN AI, BY SUBAPPLICATION, 2019–2023 (USD MILLION)
- TABLE 188 MARKET IN GENERATIVE DESIGN AI, BY SUBAPPLICATION, 2024–2030 (USD MILLION)
- TABLE 189 GENERATIVE AI MARKET IN DESIGN EXPLORATION & VARIATION, BY REGION, 2019–2023 (USD MILLION)
- TABLE 190 MARKET IN DESIGN EXPLORATION & VARIATION, BY REGION, 2024–2030 (USD MILLION)
- TABLE 191 MARKET IN MODELING & PROTOTYPING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 192 MARKET IN MODELING & PROTOTYPING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 193 MARKET IN PRODUCT RENDERINGS & VISUAL COLLATERALS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 194 MARKET IN PRODUCT RENDERINGS & VISUAL COLLATERALS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 195 MARKET IN OTHER APPLICATIONS, BY END USER, 2019–2023 (USD MILLION)
- TABLE 196 MARKET IN OTHER APPLICATIONS, BY END USER, 2024–2030 (USD MILLION)
- TABLE 197 MARKET IN OTHER APPLICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 198 GENERATIVE AI MARKET IN OTHER APPLICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 199 MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 200 MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 201 MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 202 GENERATIVE AI MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 203 MARKET IN MEDIA & ENTERTAINMENT, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 204 MARKET IN MEDIA & ENTERTAINMENT, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 205 GENERATIVE AI TEXT MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 206 GENERATIVE AI TEXT MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 207 GENERATIVE AI VIDEO MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 208 GENERATIVE AI VIDEO MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 209 GENERATIVE AI IMAGE MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 210 GENERATIVE AI IMAGE MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 211 GENERATIVE AI CODE MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 212 GENERATIVE AI CODE MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 213 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2019–2023 (USD MILLION)
- TABLE 214 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024–2030 (USD MILLION)
- TABLE 215 GENERATIVE AI MARKET IN BFSI, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 216 MARKET IN BFSI, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 217 GENERATIVE AI TEXT MODALITY MARKET IN BFSI, BY REGION, 2019–2023 (USD MILLION)
- TABLE 218 GENERATIVE AI TEXT MODALITY MARKET IN BFSI, BY REGION, 2024–2030 (USD MILLION)
- TABLE 219 GENERATIVE AI VIDEO MODALITY MARKET IN BFSI, BY REGION, 2019–2023 (USD MILLION)
- TABLE 220 GENERATIVE AI VIDEO MODALITY MARKET IN BFSI, BY REGION, 2024–2030 (USD MILLION)
- TABLE 221 GENERATIVE AI IMAGE MODALITY MARKET IN BFSI, BY REGION, 2019–2023 (USD MILLION)
- TABLE 222 GENERATIVE AI IMAGE MODALITY MARKET IN BFSI, BY REGION, 2024–2030 (USD MILLION)
- TABLE 223 GENERATIVE AI CODE MODALITY MARKET IN BFSI, BY REGION, 2019–2023 (USD MILLION)
- TABLE 224 GENERATIVE AI CODE MODALITY MARKET IN BFSI, BY REGION, 2024–2030 (USD MILLION)
- TABLE 225 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN BFSI, BY REGION, 2019–2023 (USD MILLION)
- TABLE 226 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN BFSI, BY REGION, 2024–2030 (USD MILLION)
- TABLE 227 GENERATIVE AI MARKET IN HEALTHCARE & LIFE SCIENCES, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 228 MARKET IN HEALTHCARE & LIFE SCIENCES, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 229 GENERATIVE AI TEXT MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 230 GENERATIVE AI TEXT MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 231 GENERATIVE AI VIDEO MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 232 GENERATIVE AI VIDEO MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 233 GENERATIVE AI IMAGE MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 234 GENERATIVE AI IMAGE MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 235 GENERATIVE AI CODE MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 236 GENERATIVE AI CODE MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 237 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 238 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 239 GENERATIVE AI MARKET IN MANUFACTURING, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 240 MARKET IN MANUFACTURING, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 241 GENERATIVE AI TEXT MODALITY MARKET IN MANUFACTURING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 242 GENERATIVE AI TEXT MODALITY MARKET IN MANUFACTURING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 243 GENERATIVE AI VIDEO MODALITY MARKET IN MANUFACTURING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 244 GENERATIVE AI VIDEO MODALITY MARKET IN MANUFACTURING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 245 GENERATIVE AI IMAGE MODALITY MARKET IN MANUFACTURING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 246 GENERATIVE AI IMAGE MODALITY MARKET IN MANUFACTURING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 247 GENERATIVE AI CODE MODALITY MARKET IN MANUFACTURING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 248 GENERATIVE AI CODE MODALITY MARKET IN MANUFACTURING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 249 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN MANUFACTURING, BY REGION, 2019–2023 (USD MILLION)
- TABLE 250 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN MANUFACTURING, BY REGION, 2024–2030 (USD MILLION)
- TABLE 251 GENERATIVE AI MARKET IN RETAIL & ECOMMERCE, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 252 MARKET IN RETAIL & ECOMMERCE, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 253 GENERATIVE AI TEXT MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 254 GENERATIVE AI TEXT MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 255 GENERATIVE AI VIDEO MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 256 GENERATIVE AI VIDEO MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 257 GENERATIVE AI IMAGE MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 258 GENERATIVE AI IMAGE MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 259 GENERATIVE AI CODE MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 260 GENERATIVE AI CODE MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 261 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 262 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 263 GENERATIVE AI MARKET IN TRANSPORTATION & LOGISTICS, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 264 MARKET IN TRANSPORTATION & LOGISTICS, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 265 GENERATIVE AI TEXT MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 266 GENERATIVE AI TEXT MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 267 GENERATIVE AI VIDEO MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 268 GENERATIVE AI VIDEO MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 269 GENERATIVE AI IMAGE MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 270 GENERATIVE AI IMAGE MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 271 GENERATIVE AI CODE MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 272 GENERATIVE AI CODE MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 273 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 274 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN TRANSPORTATION & LOGISTICS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 275 GENERATIVE AI MARKET IN CONSTRUCTION & REAL ESTATE, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 276 MARKET IN CONSTRUCTION & REAL ESTATE, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 277 GENERATIVE AI TEXT MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 278 GENERATIVE AI TEXT MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 279 GENERATIVE AI VIDEO MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 280 GENERATIVE AI VIDEO MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 281 GENERATIVE AI IMAGE MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 282 GENERATIVE AI IMAGE MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 283 GENERATIVE AI CODE MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 284 GENERATIVE AI CODE MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 285 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 286 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN CONSTRUCTION & REAL ESTATE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 287 GENERATIVE AI MARKET IN ENERGY & UTILITIES, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 288 MARKET IN ENERGY & UTILITIES, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 289 GENERATIVE AI TEXT MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 290 GENERATIVE AI TEXT MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 291 GENERATIVE AI VIDEO MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 292 GENERATIVE AI VIDEO MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 293 GENERATIVE AI IMAGE MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 294 GENERATIVE AI IMAGE MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 295 GENERATIVE AI CODE MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 296 GENERATIVE AI CODE MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 297 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 298 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN ENERGY & UTILITIES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 299 GENERATIVE AI MARKET IN GOVERNMENT & DEFENSE, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 300 MARKET IN GOVERNMENT & DEFENSE, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 301 GENERATIVE AI TEXT MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 302 GENERATIVE AI TEXT MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 303 GENERATIVE AI VIDEO MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 304 GENERATIVE AI VIDEO MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 305 GENERATIVE AI IMAGE MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 306 GENERATIVE AI IMAGE MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 307 GENERATIVE AI CODE MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 308 GENERATIVE AI CODE MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 309 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2019–2023 (USD MILLION)
- TABLE 310 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN GOVERNMENT & DEFENSE, BY REGION, 2024–2030 (USD MILLION)
- TABLE 311 GENERATIVE AI MARKET IN IT & ITES, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 312 MARKET IN IT & ITES, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 313 GENERATIVE AI TEXT MODALITY MARKET IN IT & ITES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 314 GENERATIVE AI TEXT MODALITY MARKET IN IT & ITES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 315 GENERATIVE AI VIDEO MODALITY MARKET IN IT & ITES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 316 GENERATIVE AI VIDEO MODALITY MARKET IN IT & ITES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 317 GENERATIVE AI IMAGE MODALITY MARKET IN IT & ITES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 318 GENERATIVE AI IMAGE MODALITY MARKET IN IT & ITES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 319 GENERATIVE AI CODE MODALITY MARKET IN IT & ITES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 320 GENERATIVE AI CODE MODALITY MARKET IN IT & ITES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 321 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN IT & ITES, BY REGION, 2019–2023 (USD MILLION)
- TABLE 322 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN IT & ITES, BY REGION, 2024–2030 (USD MILLION)
- TABLE 323 GENERATIVE AI MARKET IN TELECOMMUNICATIONS, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 324 MARKET IN TELECOMMUNICATIONS, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 325 GENERATIVE AI TEXT MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 326 GENERATIVE AI TEXT MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 327 GENERATIVE AI VIDEO MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 328 GENERATIVE AI VIDEO MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 329 GENERATIVE AI IMAGE MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 330 GENERATIVE AI IMAGE MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 331 GENERATIVE AI CODE MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 332 GENERATIVE AI CODE MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 333 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 334 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN TELECOMMUNICATIONS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 335 GENERATIVE AI MARKET IN OTHER END USERS, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 336 MARKET IN OTHER END USERS, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 337 GENERATIVE AI TEXT MODALITY MARKET IN OTHER END USERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 338 GENERATIVE AI TEXT MODALITY MARKET IN OTHER END USERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 339 GENERATIVE AI VIDEO MODALITY MARKET IN OTHER END USERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 340 GENERATIVE AI VIDEO MODALITY MARKET IN OTHER END USERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 341 GENERATIVE AI IMAGE MODALITY MARKET IN OTHER END USERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 342 GENERATIVE AI IMAGE MODALITY MARKET IN OTHER END USERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 343 GENERATIVE AI CODE MODALITY MARKET IN OTHER END USERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 344 GENERATIVE AI CODE MODALITY MARKET IN OTHER END USERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 345 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN OTHER END USERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 346 GENERATIVE AI AUDIO & SPEECH MODALITY MARKET IN OTHER END USERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 347 GENERATIVE AI MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 348 MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 349 MARKET IN CONTENT CREATORS AND INFLUENCERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 350 GENERATIVE AI MARKET IN CONTENT CREATORS AND INFLUENCERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 351 MARKET IN FINANCIAL ADVISORS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 352 MARKET IN FINANCIAL ADVISORS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 353 MARKET IN FREELANCE APP DEVELOPERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 354 GENERATIVE AI MARKET IN FREELANCE APP DEVELOPERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 355 MARKET IN ACADEMICIANS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 356 MARKET IN ACADEMICIANS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 357 MARKET IN OTHERS, BY REGION, 2019–2023 (USD MILLION)
- TABLE 358 GENERATIVE AI MARKET IN OTHERS, BY REGION, 2024–2030 (USD MILLION)
- TABLE 359 MARKET, BY REGION, 2019–2023 (USD MILLION)
- TABLE 360 MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 361 NORTH AMERICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 362 NORTH AMERICA: GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 363 NORTH AMERICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 364 NORTH AMERICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 365 NORTH AMERICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 366 NORTH AMERICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 367 NORTH AMERICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 368 NORTH AMERICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 369 NORTH AMERICA: MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 370 NORTH AMERICA: MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 371 NORTH AMERICA: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 372 NORTH AMERICA: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 373 NORTH AMERICA: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 374 NORTH AMERICA: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 375 NORTH AMERICA: MARKET, BY ENTERPRISES, 2019–2023 (USD MILLION)
- TABLE 376 NORTH AMERICA: MARKET, BY ENTERPRISES, 2024–2030 (USD MILLION)
- TABLE 377 NORTH AMERICA: MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 378 NORTH AMERICA: MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 379 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 380 NORTH AMERICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 381 US: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 382 US: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 383 CANADA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 384 CANADA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 385 EUROPE: GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 386 EUROPE: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 387 EUROPE: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 388 EUROPE: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 389 EUROPE: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 390 EUROPE: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 391 EUROPE: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 392 EUROPE: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 393 EUROPE: MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 394 EUROPE: MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 395 EUROPE: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 396 EUROPE: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 397 EUROPE: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 398 EUROPE: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 399 EUROPE: MARKET, BY ENTERPRISES, 2019–2023 (USD MILLION)
- TABLE 400 EUROPE: MARKET, BY ENTERPRISES, 2024–2030 (USD MILLION)
- TABLE 401 EUROPE: MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 402 EUROPE: MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 403 EUROPE: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 404 EUROPE: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 405 UK: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 406 UK: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 407 GERMANY: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 408 GERMANY: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 409 FRANCE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 410 FRANCE: GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 411 ITALY: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 412 ITALY: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 413 SPAIN: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 414 SPAIN: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 415 FINLAND: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 416 FINLAND: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 417 REST OF EUROPE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 418 REST OF EUROPE: GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 419 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 420 ASIA PACIFIC: GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 421 ASIA PACIFIC: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 422 ASIA PACIFIC: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 423 ASIA PACIFIC: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 424 ASIA PACIFIC: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 425 ASIA PACIFIC: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 426 ASIA PACIFIC: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 427 ASIA PACIFIC: MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 428 ASIA PACIFIC: MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 429 ASIA PACIFIC: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 430 ASIA PACIFIC: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 431 ASIA PACIFIC: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 432 ASIA PACIFIC: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 433 ASIA PACIFIC: MARKET, BY ENTERPRISES, 2019–2023 (USD MILLION)
- TABLE 434 ASIA PACIFIC: MARKET, BY ENTERPRISES, 2024–2030 (USD MILLION)
- TABLE 435 ASIA PACIFIC: MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 436 ASIA PACIFIC: MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 437 ASIA PACIFIC: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 438 ASIA PACIFIC: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 439 CHINA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 440 CHINA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 441 INDIA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 442 INDIA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 443 JAPAN: GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 444 JAPAN: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 445 SOUTH KOREA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 446 SOUTH KOREA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 447 SOUTH KOREA: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 448 SOUTH KOREA: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 449 SINGAPORE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 450 SINGAPORE: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 451 AUSTRALIA & NEW ZEALAND: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 452 AUSTRALIA & NEW ZEALAND: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 453 REST OF ASIA PACIFIC: GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 454 REST OF ASIA PACIFIC: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 455 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 456 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 457 MIDDLE EAST & AFRICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 458 MIDDLE EAST & AFRICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 459 MIDDLE EAST & AFRICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 460 MIDDLE EAST & AFRICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 461 MIDDLE EAST & AFRICA: GENERATIVE AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 462 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 463 MIDDLE EAST & AFRICA: MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 464 MIDDLE EAST & AFRICA: MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 465 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 466 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 467 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 468 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 469 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 470 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 471 MIDDLE EAST & AFRICA: MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 472 MIDDLE EAST & AFRICA: MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 473 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 474 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 475 SAUDI ARABIA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 476 SAUDI ARABIA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 477 UAE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 478 UAE: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 479 SOUTH AFRICA: GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 480 SOUTH AFRICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 481 TURKEY: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 482 TURKEY: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 483 REST OF MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 484 REST OF MIDDLE EAST & AFRICA: GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 485 LATIN AMERICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 486 LATIN AMERICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 487 LATIN AMERICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
- TABLE 488 LATIN AMERICA: GENERATIVE AI SOFTWARE MARKET, BY TYPE, 2024–2030 (USD MILLION)
- TABLE 489 LATIN AMERICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
- TABLE 490 LATIN AMERICA: GENERATIVE AI SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
- TABLE 491 LATIN AMERICA: GENERATIVE AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
- TABLE 492 LATIN AMERICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
- TABLE 493 LATIN AMERICA: MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
- TABLE 494 LATIN AMERICA: MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
- TABLE 495 LATIN AMERICA: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
- TABLE 496 LATIN AMERICA: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 497 LATIN AMERICA: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 498 LATIN AMERICA: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 499 LATIN AMERICA: MARKET, BY END USER, 2019–2023 (USD MILLION)
- TABLE 500 LATIN AMERICA: MARKET, BY END USER, 2024–2030 (USD MILLION)
- TABLE 501 LATIN AMERICA: MARKET, BY CONSUMERS, 2019–2023 (USD MILLION)
- TABLE 502 LATIN AMERICA: MARKET, BY CONSUMERS, 2024–2030 (USD MILLION)
- TABLE 503 LATIN AMERICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 504 LATIN AMERICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 505 BRAZIL: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 506 BRAZIL: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 507 MEXICO: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 508 MEXICO: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 509 ARGENTINA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 510 ARGENTINA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 511 REST OF LATIN AMERICA: GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
- TABLE 512 REST OF LATIN AMERICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
- TABLE 513 OVERVIEW OF STRATEGIES ADOPTED BY KEY GENERATIVE AI VENDORS
- TABLE 514 GENERATIVE AI MARKET: DEGREE OF COMPETITION
- TABLE 515 REGIONAL FOOTPRINT (18 COMPANIES), 2023
- TABLE 516 APPLICATION FOOTPRINT (18 COMPANIES), 2023
- TABLE 517 END USER FOOTPRINT (18 COMPANIES), 2023
- TABLE 518 OFFERING FOOTPRINT (18 COMPANIES), 2023
- TABLE 519 GENERATIVE AI MARKET: DETAILED LIST OF KEY STARTUPS/SMES, 2023
- TABLE 520 MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
- TABLE 521 GENERATIVE AI MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, JANUARY 2021–MARCH 2024
- TABLE 522 GENERATIVE AI MARKET: DEALS, JANUARY 2021–MARCH 2024
- TABLE 523 MICROSOFT: BUSINESS OVERVIEW
- TABLE 524 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 525 MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 526 MICROSOFT: DEALS
- TABLE 527 AWS: BUSINESS OVERVIEW
- TABLE 528 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 529 AWS: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 530 AWS: DEALS
- TABLE 531 GOOGLE: BUSINESS OVERVIEW
- TABLE 532 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 533 GOOGLE: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 534 GOOGLE: DEALS
- TABLE 535 ADOBE: BUSINESS OVERVIEW
- TABLE 536 ADOBE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 537 ADOBE: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 538 ADOBE: DEALS
- TABLE 539 OPENAI: BUSINESS OVERVIEW
- TABLE 540 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 541 OPENAI: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 542 OPENAI: DEALS
- TABLE 543 IBM: BUSINESS OVERVIEW
- TABLE 544 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 545 IBM: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 546 IBM: DEALS
- TABLE 547 META: BUSINESS OVERVIEW
- TABLE 548 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 549 META: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 550 META: DEALS
- TABLE 551 ANTHROPIC: BUSINESS OVERVIEW
- TABLE 552 ANTHROPIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 553 ANTHROPIC: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 554 ANTHROPIC: DEALS
- TABLE 555 NVIDIA: BUSINESS OVERVIEW
- TABLE 556 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 557 NVIDIA: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 558 NVIDIA: DEALS
- TABLE 559 ACCENTURE: BUSINESS OVERVIEW
- TABLE 560 ACCENTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 561 ACCENTURE: DEALS
- TABLE 562 CAPGEMINI: BUSINESS OVERVIEW
- TABLE 563 CAPGEMINI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 564 CAPGEMINI: PRODUCT LAUNCHES & ENHANCEMENTS
- TABLE 565 CAPGEMINI: DEALS
- TABLE 566 CENTIFIC: COMPANY OVERVIEW
- TABLE 567 CENTIFIC: SOLUTIONS/SERVICES OFFERED
- TABLE 568 CENTIFIC: PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 569 CENTIFIC: DEALS
- TABLE 570 HQE SYSTEMS: BUSINESS OVERVIEW
- TABLE 571 HQE SYSTEMS: SOLUTIONS/SERVICES OFFERED
- TABLE 572 CONVERSATIONAL AI MARKET, BY OFFERING, 2018–2022 (USD MILLION)
- TABLE 573 CONVERSATIONAL AI MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 574 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION)
- TABLE 575 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
- TABLE 576 CONVERSATIONAL AI MARKET, BY CHANNEL, 2018–2022 (USD MILLION)
- TABLE 577 CONVERSATIONAL AI MARKET, BY CHANNEL, 2023–2028 (USD MILLION)
- TABLE 578 CONVERSATIONAL AI MARKET, BY END USER, 2018–2022 (USD MILLION)
- TABLE 579 CONVERSATIONAL AI MARKET, BY END USER, 2023–2028 (USD MILLION)
- TABLE 580 CONVERSATIONAL AI MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 581 CONVERSATIONAL AI MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 582 CHATBOT MARKET, BY OFFERING, 2017–2022 (USD MILLION)
- TABLE 583 CHATBOT MARKET, BY OFFERING, 2023–2028 (USD MILLION)
- TABLE 584 CHATBOT MARKET, BY TYPE, 2017–2022 (USD MILLION)
- TABLE 585 CHATBOT MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 586 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2017–2022 (USD MILLION)
- TABLE 587 CHATBOT MARKET, BY CHANNEL INTEGRATION, 2023–2028 (USD MILLION)
- TABLE 588 CHATBOT MARKET, BY END USER, 2017–2022 (USD MILLION)
- TABLE 589 CHATBOT MARKET, BY END USER, 2023–2028 (USD MILLION)
- TABLE 590 CHATBOT MARKET, BY REGION, 2017–2022 (USD MILLION)
- TABLE 591 CHATBOT MARKET, BY REGION, 2023–2028 (USD MILLION)
- FIGURE 1 GENERATIVE AI MARKET SEGMENTATION
- FIGURE 2 MARKET SEGMENTATION, BY REGION
- FIGURE 3 STUDY YEARS/PERIODS CONSIDERED
- FIGURE 4 GENERATIVE AI MARKET: RESEARCH DESIGN
- FIGURE 5 PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION
- FIGURE 6 INSIGHTS FROM INDUSTRY EXPERTS
- FIGURE 7 GENERATIVE AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
- FIGURE 8 APPROACH 1 (BOTTOM-UP; SUPPLY-SIDE): REVENUE FROM KEY PLAYERS OFFERING SOLUTIONS/SERVICES OF GENERATIVE AI
- FIGURE 9 APPROACH 2 (BOTTOM-UP; SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF GENERATIVE AI
- FIGURE 10 APPROACH 3 (BOTTOM-UP; SUPPLY-SIDE): MARKET ESTIMATION STEPS AND CORRESPONDING SOURCES
- FIGURE 11 APPROACH 4 (BOTTOM-UP; DEMAND-SIDE): SHARE OF GENERATIVE AI THROUGH OVERALL ARTIFICIAL INTELLIGENCE SPENDING
- FIGURE 12 DATA TRIANGULATION
- FIGURE 13 GENERATIVE AI SOFTWARE TO BE LARGER MARKET THAN SERVICES IN 2024
- FIGURE 14 DEEP LEARNING TO BE LEADING SEGMENT AMONG SOFTWARE TYPES IN 2024
- FIGURE 15 CLOUD DEPLOYMENT OF GENERATIVE AI SOFTWARE TO BE FASTER-GROWING MODE DURING FORECAST PERIOD
- FIGURE 16 PROFESSIONAL SERVICES TO BE DOMINANT SERVICE SEGMENT IN 2024
- FIGURE 17 TRAINING & CONSULTING SERVICES SET TO REGISTER HIGHEST SHARE AMONG PROFESSIONAL SERVICES IN 2024
- FIGURE 18 TEXT DATA MODALITY TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024
- FIGURE 19 CONTENT MANAGEMENT TO BE LEADING APPLICATION IN 2024
- FIGURE 20 RETAIL & ECOMMERCE TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD
- FIGURE 21 ASIA PACIFIC TO REGISTER FASTEST GROWTH RATE BETWEEN 2024 AND 2030
- FIGURE 22 INCREASE IN DEMAND FOR MULTIMODAL GENERATIVE AI AND IMPROVED PERFORMANCE OF LARGE LANGUAGE MODELS TO DRIVE MARKET GROWTH
- FIGURE 23 SYNTHETIC DATA MANAGEMENT SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
- FIGURE 24 SOFTWARE AND MEDIA & ENTERTAINMENT TO BE LARGEST SEGMENTAL SHAREHOLDERS IN NORTH AMERICAN MARKET IN 2024
- FIGURE 25 NORTH AMERICA TO ACCOUNT FOR LARGEST REGIONAL SHARE IN 2024
- FIGURE 26 GENERATIVE AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
- FIGURE 27 ADVANCEMENTS IN DEEP LEARNING LED TO DEVELOPMENT OF EXTREMELY LARGE LANGUAGE MODELS, 2018–2023 (BILLION PARAMETERS)
- FIGURE 28 GENERATIVE AI TOP USE CASES ACROSS ENTERPRISE SIZE, 2022
- FIGURE 29 TRAINING COSTS PER MILLION PARAMETERS FOR VARIOUS GPT-3 BASED LLMS
- FIGURE 30 ISSUES RELATED TO TRAINING DATA HIGHLIGHTED IN CHATGPT’S RESPONSES
- FIGURE 31 LARGE LANGUAGE MODEL SPENDING, BY END USER, 2024 VS. 2030 (USD MILLION)
- FIGURE 32 SCORES OF SOME PROMINENT GENERATIVE AI MODELS IN HUMAN COGNITIVE SKILLS, 2022
- FIGURE 33 MODEL DRIFT IN GPT-4 WITHIN 3 MONTHS IN 2023
- FIGURE 34 COMPUTE REQUIREMENTS OF SOME PROMINENT GENERATIVE AI MODELS (TERAFLOPS)
- FIGURE 35 GENERATIVE AI ETHICAL SCENARIO TIMELINE, 2023–2025
- FIGURE 36 CO2 EQUIVALENT EMISSIONS (TONNES) OF GENERATIVE AI MODELS COMPARED WITH REAL-LIFE EXAMPLES, 2022
- FIGURE 37 EVOLUTION OF GENERATIVE AI
- FIGURE 38 GENERATIVE AI PRODUCTIVITY IMPACT, BY INDUSTRY (USD BILLION)
- FIGURE 39 NET ROI IMPACT OF GENERATIVE AI CLOUD PROGRAMS ACROSS ENTERPRISES (PERCENTAGE POINTS)
- FIGURE 40 GENERATIVE AI MATURITY CURVE
- FIGURE 41 COST TO TRAIN GENERATIVE AI MODEL WITH GPT-3 LEVEL PERFORMANCE, 2020–2030 (USD)
- FIGURE 42 HARDWARE COSTS FOR GENERATIVE AI MODEL TRAINING
- FIGURE 43 SOFTWARE COSTS FOR TRAINING GENERATIVE AI MODELS USING NEURAL NETWORKS
- FIGURE 44 MEDIAN HOURLY RATES OF AI SOFTWARE WORKFORCE, 2023 (USD/HR)
- FIGURE 45 KEY PLAYERS IN GENERATIVE AI MARKET ECOSYSTEM
- FIGURE 46 GENERATIVE AI MARKET: SUPPLY CHAIN ANALYSIS
- FIGURE 47 GENERATIVE AI EQUITY FUNDING AND DEALS, 2019–2023
- FIGURE 48 LEADING GENERATIVE AI VENDORS BY FUNDING VALUE AND FUNDING ROUNDS, 2017–2024
- FIGURE 49 MOST VALUED GENERATIVE AI COMPANIES, 2023 (USD BILLION)
- FIGURE 50 GENERATIVE AI STARTUPS, BY FUNDING STAGE, 2023
- FIGURE 51 DISTRIBUTION OF GENERATIVE AI FUNDING, 2021–2022 (USD MILLION)
- FIGURE 52 INVESTMENTS IN GENERATIVE AI, BY CATEGORY, 2023 (USD MILLION)
- FIGURE 53 INVESTMENTS IN LARGE LANGUAGE MODEL OPERATIONS (LLMOPS), BY CATEGORY, 2023 (USD MILLION)
- FIGURE 54 LARGE LANGUAGE MODELS DEAL COUNT AND DEAL VALUE, Q1 2021–Q3 2023 (USD MILLION)
- FIGURE 55 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2013–2023
- FIGURE 56 TOP 10 APPLICANTS IN GENERATIVE AI MARKET, 2013–2023
- FIGURE 57 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
- FIGURE 58 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE DATA MODALITIES (USD/MONTH)
- FIGURE 59 MARKET: PORTER’S FIVE FORCES ANALYSIS
- FIGURE 60 TECHNOLOGY ROADMAP FOR GENERATIVE AI MARKET
- FIGURE 61 GENERATIVE AI BUSINESS MODELS
- FIGURE 62 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
- FIGURE 63 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
- FIGURE 64 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
- FIGURE 65 GENERATIVE AI SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 66 DEEP LEARNING SUBSEGMENT TO BE LARGEST AMONG GENERATIVE AI SOFTWARE IN 2024
- FIGURE 67 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 68 MANAGED SERVICES TO REGISTER HIGHER CAGR IN GENERATIVE AI MARKET FOR SERVICES DURING FORECAST PERIOD
- FIGURE 69 SYSTEM INTEGRATION & IMPLEMENTATION SUBSEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 70 VIDEO DATA MODALITY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 71 SYNTHETIC DATA MANAGEMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 72 ADOPTION OF GENERATIVE AI IN RETAIL & ECOMMERCE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 73 MEDIA & ENTERTAINMENT: GENERATIVE AI SUCCESS STORIES
- FIGURE 74 BFSI: GENERATIVE AI SUCCESS STORIES
- FIGURE 75 HEALTHCARE & LIFE SCIENCES: GENERATIVE AI SUCCESS STORIES
- FIGURE 76 MANUFACTURING: GENERATIVE AI SUCCESS STORIES
- FIGURE 77 RETAIL & ECOMMERCE: GENERATIVE AI SUCCESS STORIES
- FIGURE 78 TRANSPORTATION & LOGISTICS: GENERATIVE AI SUCCESS STORIES
- FIGURE 79 CONSTRUCTION & REAL ESTATE: GENERATIVE AI SUCCESS STORIES
- FIGURE 80 ENERGY & UTILITIES: GENERATIVE AI SUCCESS STORIES
- FIGURE 81 GOVERNMENT & DEFENSE: GENERATIVE AI SUCCESS STORIES
- FIGURE 82 IT & ITES: GENERATIVE AI SUCCESS STORIES
- FIGURE 83 TELECOMMUNICATIONS: GENERATIVE AI SUCCESS STORIES
- FIGURE 84 ADOPTION OF GENERATIVE AI IN CONTENT CREATORS AND INFLUENCERS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 85 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 86 FINLAND TO REGISTER HIGHEST GROWTH RATE IN GENERATIVE AI MARKET DURING FORECAST PERIOD
- FIGURE 87 NORTH AMERICA: MARKET SNAPSHOT
- FIGURE 88 ASIA PACIFIC: MARKET SNAPSHOT
- FIGURE 89 TOP PUBLIC PLAYERS DOMINATED MARKET OVER LAST FIVE YEARS
- FIGURE 90 SHARE OF LEADING COMPANIES IN GENERATIVE AI MARKET, 2023
- FIGURE 91 PRODUCT COMPARATIVE ANALYSIS, BY TEXT GENERATOR
- FIGURE 92 PRODUCT COMPARATIVE ANALYSIS, BY IMAGE GENERATOR
- FIGURE 93 PRODUCT COMPARATIVE ANALYSIS, BY VIDEO GENERATOR
- FIGURE 94 PRODUCT COMPARATIVE ANALYSIS, BY CODE GENERATOR
- FIGURE 95 PRODUCT COMPARATIVE ANALYSIS, BY AUDIO & SPEECH GENERATOR
- FIGURE 96 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
- FIGURE 97 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
- FIGURE 98 GENERATIVE AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
- FIGURE 99 OVERALL COMPANY FOOTPRINT (18 COMPANIES), 2023
- FIGURE 100 GENERATIVE AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
- FIGURE 101 MICROSOFT: COMPANY SNAPSHOT
- FIGURE 102 AWS: COMPANY SNAPSHOT
- FIGURE 103 GOOGLE: COMPANY SNAPSHOT
- FIGURE 104 ADOBE: COMPANY SNAPSHOT
- FIGURE 105 IBM: COMPANY SNAPSHOT
- FIGURE 106 META: COMPANY SNAPSHOT
- FIGURE 107 NVIDIA: COMPANY SNAPSHOT
- FIGURE 108 ACCENTURE: COMPANY SNAPSHOT
- FIGURE 109 CAPGEMINI: COMPANY SNAPSHOT
The generative AI market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred generative AI providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.
Secondary Research
In the secondary research process, various sources were referred to, for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors' websites. Additionally, generative AI spending of various countries was extracted from the respective sources. Secondary research was mainly used to obtain key information related to the industry’s value chain and supply chain to identify key players based on solutions, services, market classification, and segmentation according to offerings of major players, industry trends related to software, hardware, services, technology, applications, warehouse sizes, verticals, and regions, and key developments from both market- and technology-oriented perspectives.
Primary Research
In the primary research process, various primary sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and generative AIs expertise; related key executives from generative AIs solution vendors, SIs, professional service providers, and industry associations; and key opinion leaders.
Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped in understanding various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using generative AIs solutions, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of generative AI solutions and services, which would impact the overall generative AI market.
To know about the assumptions considered for the study, download the pdf brochure
Generative AI Market Size Estimation
Multiple approaches were adopted for estimating and forecasting the generative AI market. The first approach involves estimating the market size by summation of companies’ revenue generated through the sale of solutions and services.
Market Size Estimation Methodology-Top-down approach
In the top-down approach, an exhaustive list of all the vendors offering solutions and services in the generative AI market was prepared. The revenue contribution of the market vendors was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor's offerings were evaluated based on breadth of software and services according to data types, business functions, deployment models, and verticals. The aggregate of all the companies’ revenue was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from industry leaders, such as CIOs, CEOs, VPs, directors, and marketing executives. The market numbers were further triangulated with the existing MarketsandMarkets’ repository for validation.
Gen AI Market Size Estimation Methodology-Bottom-up approach
In the bottom-up approach, the adoption rate of generative AI solutions and services among different end users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of generative AIs solutions and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in different regions for the gen AI market size calculation.
Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the generative AI market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major generative AIs providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primary interviews, the exact values of the overall generative AI market size and segments’ size were determined and confirmed using the study.
Global Generative AI Market Size: Bottom-Up and Top-Down Approach
To know about the assumptions considered for the study, Request for Free Sample Report
Data Triangulation
After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.
Market Definition
Generative AI refers to a subset of artificial intelligence techniques focused on creating data, content, or outputs that mimic or resemble human-generated content. Unlike traditional AI, which operates based on predefined rules or input-output mappings, generative AI employs models capable of understanding and generating new, original data based on patterns learned from existing data. This approach enables machines to autonomously produce diverse outputs, including images, text, audio, and video, often indistinguishable from human-created content. Generative AI techniques include generative adversarial networks (GANs), variational autoencoders (VAEs), and transformers, among others.
Stakeholders
- Generative AI software developers
- Large Language Model (LLM) vendors
- Business analysts
- Cloud service providers
- Consulting service providers
- Enterprise end-users
- Distributors and Value-added Resellers (VARs)
- Government agencies
- Independent Software Vendors (ISV)
- Managed service providers
- Market research and consulting firms
- Support & maintenance service providers
- System Integrators (SIs)/migration service providers
- Language service providers
- Technology providers
Report Objectives
- To define, describe, and predict the generative AI market by offering (software and services), data modality, application, vertical, and region
- To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the generative AI market growth
- To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
- To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the market
- To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
- To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific, Middle East Africa, and Latin America
- To profile key players and comprehensively analyze their market rankings and core competencies.
- To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the generative AI market
- To analyze the impact of recession across all the regions across the gen AI market
Available Customizations
With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:
Product Analysis
- Product quadrant, which gives a detailed comparison of the product portfolio of each company.
Geographic Analysis
- Further breakup of the North American generative AI market
- Further breakup of the European market
- Further breakup of the Asia Pacific market
- Further breakup of the Middle Eastern & African market
- Further breakup of the Latin America market
Company Information
- Detailed analysis and profiling of additional market players (up to five)
Growth opportunities and latent adjacency in Generative AI Market