Generative AI Market

Report Code TC 8610
Published in Apr, 2024, By MarketsandMarkets™
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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

Overview

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.

Attractive Opportunities in the Generative AI Market

Asia Pacific

Asia Pacific is poised to be the fastest growing market for Generative AI due to rapid digitalization, strong government support, and a flourishing startup ecosystem. With a massive population, the region offers an extensive data pool crucial for training AI models, facilitating the development of sophisticated generative AI applications across diverse industries. The diversity of use cases, availability of AI talent and data, as well as the region's economic growth, are all contributing factors to the expected surge in Generative AI adoption in the Asia Pacific.

Multimodal Generative AI, which can create content across formats like text, images, audio, and video, is driving demand from a wide range of industries such as marketing, media, and entertainment by enabling more engaging content and natural human-AI interactions.

Generative AI "copilots" that can assist and augment human creativity are poised to significantly impact the Generative AI market. These intelligent tools will empower users across various domains to enhance their productivity and ideation, leading to greater demand for Generative AI solutions.

Partnerships, collaborations, and product launches would offer lucrative opportunities for market players in the next five years.

In Asia Pacific, there is a growing emphasis on developing region-specific language models to cater to the diverse linguistic landscape of APAC countries. Additionally, the integration of generative AI in sectors like finance, healthcare, and customer service is gaining traction, addressing unique regional challenges and demands.

Global Generative AI 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.

Global Generative AI Market Ecosystem Analysis

ECOSYSTEM ANALYSIS/MARKET MAP This section highlights the generative AI ecosystem. The ecosystem comprises text generator providers, image generator providers, video generator providers, code generator providers, audio & speech generator providers, cloud platform providers, API-as-a-service providers, end users, and government & regulatory bodies. This segmented ecosystem works collaboratively to drive the transition toward more efficient workflows and output generation, leveraging technology and data to achieve goals.

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.

Asia Pacific Region Holds the Largest Share of the Generative AI Market.

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.

Recent Developments of Generative AI Market industry

  • 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.

Key Market Players

KEY PLAYERS IN THE Generative AI Market INCLUDE

  • OpenAI (US)
  • Microsoft (US)
  • AWS (US)
  • Google (US)
  • Adobe (US)

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Scope of the Report

Report Attribute 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).

 

Key Questions Addressed by the Report

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). 

 

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Table of Contents

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TITLE
PAGE NO
INTRODUCTION
61
RESEARCH METHODOLOGY
68
EXECUTIVE SUMMARY
82
PREMIUM INSIGHTS
89
MARKET OVERVIEW AND INDUSTRY TRENDS
92
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Innovation of cloud storage to enable easy access to data
    - Evolution of AI and deep learning
    - Rise in content creation and creative applications
    RESTRAINTS
    - High costs associated with training data preparation
    - Issues related to bias and inaccurately generated output
    - Risks associated with data breaches and sensitive information leakage
    OPPORTUNITIES
    - 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 performance
    CHALLENGES
    - 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 AI
    BIAS AND FAIRNESS
    PRIVACY AND SECURITY
    INTELLECTUAL PROPERTY
    ACCOUNTABILITY AND RESPONSIBILITY
    SOCIETAL AND ECONOMIC IMPACT
    ENVIRONMENTAL 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 COSTS
    HARDWARE COSTS
    SOFTWARE COSTS
    SKILLED LABOR COSTS
  • 5.8 ECOSYSTEM ANALYSIS
    TEXT GENERATOR PROVIDERS
    VIDEO GENERATOR PROVIDERS
    IMAGE GENERATOR PROVIDERS
    AUDIO & SPEECH GENERATOR PROVIDERS
    CODE GENERATOR PROVIDERS
    CLOUD PLATFORM PROVIDERS
    API-AS-A-SERVICE PROVIDERS
    END USERS
    GOVERNMENT AND REGULATORY BODIES
  • 5.9 SUPPLY CHAIN ANALYSIS
  • 5.10 GENERATIVE AI TOOLS AND FRAMEWORK
    TENSORFLOW
    PYTORCH
    KERAS
    CAFFE
    THEANO
    MXNET
    TORCH
    HUGGING FACE
  • 5.11 GENERATIVE AI TECHNIQUES & METHODS
    TEXT GENERATION & LANGUAGE MODELING
    - Recurrent neural networks for text generation
    - Language modeling with transformers
    - Seq2Seq models for translation
    IMAGE & VIDEO GENERATION
    - Generative adversarial networks for image generation
    - Style transfer and image-to-image translation
    - Video generation with GANs
    MUSIC & AUDIO GENERATION
    - WaveNet and SampleRNN for audio generation
    - Music generation with LSTM networks
    REINFORCEMENT LEARNING
    - Policy gradient methods
    - Actor-critic methods
  • 5.12 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
  • 5.13 CASE STUDY ANALYSIS
    MARKS & SPENCER ENHANCED EMAIL CONVERSION BY 20–34% WITH PERSADO’S MOTIVATION AI
    VODAFONE GROUP PLC UNCOVERED KEY TRENDS AND RICH INSIGHTS THROUGH PERSADO’S MOTIVATION AI
    WPP TRAINED 50,000 EMPLOYEES WITH AI VIDEOS
    TELEPERFORMANCE TRAINED GLOBAL WORKFORCE WITH SYNTHESIA STUDIO
    CISCO SCALED VIDEO CONTENT LOCALIZATION USING LUMEN5
    SIEMENS DIGITALIZED ITS COMMUNICATIONS WITH LUMEN5
    INTEL AND ACCENTURE COLLABORATED TO CREATE SET OF 34 OPEN-SOURCE AI REFERENCE KITS
  • 5.14 TECHNOLOGY ANALYSIS
    KEY TECHNOLOGIES
    - Generative Adversarial Networks (GANs)
    - Variational Autoencoders (VAEs)
    - Transformer Architecture
    - Attention Mechanisms
    - Transfer Learning
    ADJACENT TECHNOLOGIES
    - Natural Language Processing (NLP)
    - Computer Vision
    - Reinforcement Learning
    - Knowledge Graphs
    COMPLEMENTARY TECHNOLOGIES
    - High-Performance Computing (HPC)
    - Explainable AI
    - Privacy-Preserving AI
    - Blockchain
  • 5.15 REGULATORY LANDSCAPE
    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    REGULATIONS
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.16 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE
    INNOVATION AND PATENT APPLICATIONS
    - Top 10 applicants in generative AI market
  • 5.17 PRICING ANALYSIS
    AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY DATA MODALITY
    INDICATIVE PRICING ANALYSIS, BY OFFERING
  • 5.18 KEY CONFERENCES AND EVENTS
  • 5.19 PORTER’S FIVE FORCES ANALYSIS
    THREAT OF NEW ENTRANTS
    THREAT OF SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITION RIVALRY
  • 5.20 TECHNOLOGY ROADMAP
  • 5.21 GENERATIVE AI BUSINESS MODELS
    GENERATIVE AI MODEL-AS-A-SERVICE
    BUILT-IN-APPS BUSINESS MODEL
    END USER INTEGRATION BUSINESS MODEL
    MARKETPLACES/EXCHANGES MODEL
  • 5.22 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
  • 5.23 KEY STAKEHOLDERS & BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
GENERATIVE AI MARKET, BY OFFERING
173
  • 6.1 INTRODUCTION
    OFFERING: MARKET DRIVERS
  • 6.2 SOFTWARE
    GENERATIVE 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 SERVICES
    PROFESSIONAL SERVICES
    - Requirement assessment and customized implementation and assistance with deployment of generative AI solutions
    - Training & consulting services
    - System integration & implementation services
    - Support & maintenance services
    MANAGED SERVICES
    - Managed services provide end-to-end management for generative AI, helping businesses focus on core competencies
GENERATIVE AI MARKET, BY DATA MODALITY
209
  • 7.1 INTRODUCTION
    DATA MODALITY: MARKET DRIVERS
  • 7.2 TEXT
    ADVANCED TECHNIQUES SUCH AS RNNS AND TRANSFORMER ARCHITECTURES TO PROCESS AND GENERATE TEXT
    TEXT GENERATION
    TEXT-BASED CHATBOTS
    TEXT SUMMARIZATION
    TEXT TRANSLATION
    OTHER TEXT MODALITIES
  • 7.3 IMAGE
    CREATING VISUAL CONTENT, RANGING FROM PHOTOREALISTIC IMAGES TO ABSTRACT ART, USING ARTIFICIAL INTELLIGENCE IMAGE TECHNIQUES
    IMAGE GENERATION
    IMAGE CAPTIONING
    IMAGE EDITING & ENHANCEMENT
    OTHER IMAGE MODALITIES
  • 7.4 VIDEO
    DEEP LEARNING MODELS UNDERSTAND AND RECREATE VISUAL DATA, ENABLING LIFELIKE VIDEOS
    VIDEO GENERATION
    VIDEO EDITING & ENHANCEMENT
    VIDEO ANNOTATION
    OTHER VIDEO MODALITIES
  • 7.5 AUDIO & SPEECH
    THROUGH ADVANCED ALGORITHMS AND DEEP LEARNING TECHNIQUES, GENERATIVE MODELS CAN ANALYZE AND SYNTHESIZE AUDIO DATA WITH REMARKABLE ACCURACY
    TEXT-TO-SPEECH
    SPEECH RECOGNITION & TRANSCRIPTION
    MUSIC GENERATION
    OTHER AUDIO & SPEECH MODALITIES
  • 7.6 CODE
    GENERATIVE AI WITH CODE UNDERSTANDING CAPABILITIES CAN ASSIST IN TASKS SUCH AS SOFTWARE MAINTENANCE, REFACTORING, AND OPTIMIZATION
    CODE GENERATION
    CODE DOCUMENTATION
    CODE TRANSLATION & TRANSPILATION
    OTHER CODE MODALITIES
GENERATIVE AI MARKET, BY APPLICATION
240
  • 8.1 INTRODUCTION
    APPLICATION: MARKET DRIVERS
  • 8.2 BUSINESS INTELLIGENCE & VISUALIZATION
    IDENTIFYING PATTERNS AND TRENDS WITHIN DATA BY EMPLOYING TECHNIQUES SUCH AS DEEP LEARNING AND NEURAL NETWORKS
    SALES INTELLIGENCE
    MARKETING INTELLIGENCE
    HUMAN RESOURCE INTELLIGENCE
    FINANCE INTELLIGENCE
    OPERATIONS INTELLIGENCE
  • 8.3 CONTENT MANAGEMENT
    IMPROVING CONTENT MANAGEMENT BY OPTIMIZING WORKFLOWS AND ENHANCING SCALABILITY USING GENERATIVE AI
    CONTENT GENERATION
    CONTENT CURATION, TAGGING, AND CATEGORIZATION
    DIGITAL MARKETING
    MEDIA EDITING
  • 8.4 SYNTHETIC DATA MANAGEMENT
    MIMICKING REAL-WORLD DATA DISTRIBUTIONS WITHOUT COMPROMISING INDIVIDUAL PRIVACY BY UTILIZING GANS AND VAES
    SYNTHETIC DATA AUGMENTATION
    SYNTHETIC DATA TRAINING
  • 8.5 SEARCH & DISCOVERY
    NEED TO UNCOVER HIDDEN PATTERNS, EXTRACT INSIGHTS, AND GENERATE PERSONALIZED RECOMMENDATIONS
    GENERAL SEARCH
    INSIGHT GENERATION
  • 8.6 AUTOMATION & INTEGRATION
    STREAMLINING AND ENHANCING VARIOUS PROCESSES WITHIN BUSINESSES BY UTILIZING AUTOMATION & INTEGRATION POWER OF GENERATIVE AI
    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
  • 8.7 GENERATIVE DESIGN AI
    ANALYZING VAST AMOUNTS OF DATA AND HARNESSING MACHINE LEARNING ALGORITHMS FOR NUMEROUS DESIGN ITERATIONS
    DESIGN EXPLORATION & VARIATION
    MODELING & PROTOTYPING
    PRODUCT RENDERINGS & VISUAL COLLATERALS
  • 8.8 OTHER APPLICATIONS
GENERATIVE AI MARKET, BY END USER
284
  • 9.1 INTRODUCTION
    END USER: MARKET DRIVERS
  • 9.2 ENTERPRISES
    MEDIA & 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 modality
    BFSI
    - 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 modality
    HEALTHCARE & 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 modality
    MANUFACTURING
    - 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 modality
    RETAIL & 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 modality
    TRANSPORTATION & 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 modality
    CONSTRUCTION & 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 modality
    ENERGY & 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 modality
    GOVERNMENT & 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 Authentication
    IT & 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 modality
    TELECOMMUNICATIONS
    - 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 modality
    OTHER 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 CONSUMERS
    CONTENT CREATORS AND INFLUENCERS
    - Generative AI offers content ideation support and turning abstract ideas into finished products
    FINANCIAL ADVISORS
    - Generative AI allows advisors to provide more tailored strategies for clients while minimizing manual research and data entry tasks
    FREELANCE 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 experiences
    ACADEMICIANS
    - Generative AI assist academicians with drafting papers, formatting citations, and refining language
    OTHERS
    - Demand for hyper-personalized content experiences and hyper-realistic virtual environments
GENERATIVE AI MARKET, BY REGION
457
  • 10.1 INTRODUCTION
  • 10.2 NORTH AMERICA
    NORTH AMERICA: MARKET DRIVERS
    NORTH AMERICA: RECESSION IMPACT
    US
    CANADA
  • 10.3 EUROPE
    EUROPE: MARKET DRIVERS
    EUROPE: RECESSION IMPACT
    UK
    GERMANY
    FRANCE
    ITALY
    SPAIN
    FINLAND
    REST OF EUROPE
  • 10.4 ASIA PACIFIC
    ASIA PACIFIC: MARKET DRIVERS
    ASIA PACIFIC: RECESSION IMPACT
    CHINA
    INDIA
    JAPAN
    SOUTH KOREA
    SINGAPORE
    AUSTRALIA & NEW ZEALAND
    REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: GENERATIVE AI MARKET DRIVERS
    MIDDLE EAST & AFRICA: RECESSION IMPACT
    SAUDI ARABIA
    UAE
    SOUTH AFRICA
    TURKEY
    REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    LATIN AMERICA: MARKET DRIVERS
    LATIN AMERICA: RECESSION IMPACT
    BRAZIL
    MEXICO
    ARGENTINA
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
528
  • 11.1 OVERVIEW
  • 11.2 KEY PLAYERS STRATEGIES
  • 11.3 REVENUE ANALYSIS
  • 11.4 MARKET SHARE ANALYSIS
    MARKET RANKING ANALYSIS
  • 11.5 PRODUCT COMPARATIVE ANALYSIS
    PRODUCT COMPARATIVE ANALYSIS, BY TEXT GENERATOR
    - ChatGPT
    - Gemini
    - Claude
    - Amazon Titan
    - Bing
    PRODUCT COMPARATIVE ANALYSIS, BY IMAGE GENERATOR
    - DALL-E
    - Craiyon
    - Midjourney
    - Stable Diffusion
    - Nightcafe
    PRODUCT COMPARATIVE ANALYSIS, BY VIDEO GENERATOR
    - Synthesia
    - Lumen5
    - Elai
    - Flexclip
    - VEED.IO
    PRODUCT COMPARATIVE ANALYSIS, BY CODE GENERATOR
    - Codex
    - PyCharm
    - Tabnine
    - Codota
    - SourceAI
    PRODUCT 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 PLAYERS
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS
    - Overall Company Footprint
    - Regional Footprint
    - Application Footprint
    - End user Footprint
    - Offering Footprint
  • 11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    COMPETITIVE BENCHMARKING: STARTUPS/SMES
    - Detailed List of Key Startups/SMEs
    - Competitive Benchmarking of Key Startups/SMEs
  • 11.9 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES & ENHANCEMENTS
    DEALS
COMPANY PROFILES
586
  • 12.1 INTRODUCTION
  • 12.2 KEY PLAYERS
    MICROSOFT
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    AWS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    GOOGLE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ADOBE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    OPENAI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    IBM
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    META
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    ANTHROPIC
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    NVIDIA
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    ACCENTURE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    CAPGEMINI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    INSILICO MEDICINE
    SIMPLIFIED
    LUMEN5
    AI21 LABS
    HUGGING FACE
    DIALPAD
    PERSADO
  • 12.3 STARTUP/SME PROFILES
    CENTIFIC
    - Business overview
    - Solutions/Services Offered
    - Recent developments
    FRACTAL ANALYTICS
    TIGER ANALYTICS
    QUANTIPHI
    SCALE AI
    SNORKEL
    LABELBOX
    APPEN
    HQE SYSTEMS
    - Business overview
    - Solutions/Services offered
    LIGHTRICKS
    PAIGE.AI
    PLAY.HT
    SPEECHIFY
    MIDJOURNEY
    FIREFLIES
    SYNTHESIA
    MOSTLY AI
    CHARACTER.AI
    HYPOTENUSE AI
    VIABLE
    DEFOG.AI
    DEEPSEARCH LABS
    WRITESONIC
    AMBERSEARCH
    COPY.AI
    SYNTHESIS AI
    COLOSSYAN
    INFLECTION AI
    GLEAN
    JASPER
    RUNWAY
    INWORLD AI
    TYPEFACE
    INSTADEEP
    FORETHOUGHT
    TOGETHER AI
    UPSTAGE
    MISTRAL AI
    ADEPT
    MOSAIC ML
    STABILITY AI
    COHERE
  • 12.4 OPEN-SOURCE COMPANIES
    GFP-GAN
    FONTJOY
    ELEUTHERAI
    STARRYAI
    MAGIC STUDIO
    BAICHUAN AI
    SALESFORCE
    TECHNOLOGY INNOVATION INSTITUTE
    ABACUS.AI
    OPENLM
ADJACENT AND RELATED MARKETS
689
  • 13.1 INTRODUCTION
  • 13.2 CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2028
    MARKET DEFINITION
    MARKET 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 2028
    MARKET DEFINITION
    MARKET OVERVIEW
    - Chatbot market, by offering
    - Chatbot market, by type
    - Chatbot market, by channel integration
    - Chatbot market, by end user
    - Chatbot market, by region
APPENDIX
699
  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
LIST OF TABLES
 
  • 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)
LIST OF FIGURES
 
  • 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.

Generative AI Market Size, and Share

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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

Generative AI Market Bottom Up and Top Down Approach

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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)

Previous Versions of this Report

Generative AI Market by Offering (Transformer Models [GPT-1, GPT-2, GPT-3, GPT-4, LaMDA], Services), Modality (Text, Image, Video, Audio & Speech, Code), Application (Content Management, Search & Discovery), Vertical and Region - Global Forecast to 2030

Report Code TC 8610
Published in Apr, 2023, By MarketsandMarkets™
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