生成式人工智慧市场规模、份额、成长分析，按组件、按部署模式、按资料模式、按应用、按行业、按地区 - 行业预测，2024-2031 年

生成式人工智慧的全球市场规模将于2022 年达到168.1 亿美元，从2023 年的246.2 亿美元成长到2031 年的5,215.1 亿美元，预计在预测期内（2024-2031 年）复合年增长率将达到46.45%。

由于创新技术可以创建文字、图像和音乐等各种格式的新内容，全球生成人工智慧市场正在经历强劲成长。该技术利用 GAN 和变压器等先进技术，忠实地模仿人类创造力，同时显着减少创造性任务所需的时间和精力。娱乐、设计、内容创作和行销等行业是主要受益者，公司努力提供个人化的消费者体验。这个市场得到了资料可用性的增加和计算能力的进步的支持。值得注意的是，在医疗保健等开拓领域存在着巨大的商机，人工智慧可以为治疗规划和药物设计做出贡献。将人类创造力与人工智慧突破相结合，有望带来变革性创新和更自动化的未来景观。

目录

介绍

• 研究目的
• 调查范围
• 定义

调查方法

• 资讯采购
• 二手资料和主要资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 按细分市场的机会分析

市场动态及展望

• 市场概况
• 市场规模
• 市场动态
  • 驱动因素和机会
  • 限制因素和挑战
• 波特分析及影响
  • 竞争公司之间的敌对关係
  • 替代品的威胁
  • 买方议价能力
  • 新进入者的威胁
  • 供应商的议价能力

主要市场考察

• 关键成功因素
• 竞争程度
• 主要投资机会
• 市场生态系统
• 市场吸引力指数（2023）
• PESTEL分析
• 总体经济指标
• 价值链分析
• 价格分析
• 技术进步
• 监管环境
• 案例研究
• Start-Ups分析

生成式人工智慧市场规模：按组成部分和复合年增长率（2024-2031）

• 市场概况
• 硬体
• 软体
  • 基于规则的模型
  • 知识库模型
  • 基于脚本的模型
  • 专家系统
  • 统计模型
  • 马可夫模型
  • 隐马可夫模型
  • 高斯混合模型
  • 条件随机场
  • 深度学习
  • 前馈神经网络
  • 循环神经网络
  • 长短期记忆 (LSTM) 网络
  • 门循环单元 (GRU)
  • 生成对抗网路（GAN）
  • 条件生成对抗网络
  • 风格甘
  • 循环甘
  • 自动编码器
  • 杂讯去除自动编码器
  • 变分自动编码器
  • 卷积类神经网路（CNN）
  • 影像生成CNN
  • 影片产生CNN
  • 变压器模型
• 服务
  • 专业服务
  • 培训和咨询
  • 系统整合与实施
  • 支援与维护
  • 託管服务

生成式人工智慧市场规模：依部署模式和复合年增长率（2024-2031）

• 市场概况
• 本地
• 云

生成式人工智慧市场规模：依资料模式及复合年增长率（2024-2031）

• 市场概况
• 句子
  • 文字生成
  • 以文字为主的聊天机器人
  • 文字摘要
  • 文字翻译
  • 其他的
• 影像
  • 影像生成
  • 图片说明
  • 编辑和增强影像
  • 其他的
• 影片
  • 影片生成
  • 影片编辑和增强
  • 影片註释
  • 其他的
• 音讯和语音
  • 文字阅读
  • 语音辨识与转录
  • 音乐世代
  • 其他的
• 程式码
  • 程式码生成
  • 程式码文件
  • 代码翻译与转译
  • 其他的

生成式人工智慧市场规模：按应用和复合年增长率（2024-2031）

• 市场概况
• 商业智慧和视觉化
  • 销售情报
  • 行销情报
  • 金融情报
  • 人力资源资讯
  • 营运情报
• 内容管理
  • 内容生成
  • 内容策划
  • 标记和分类
  • 数位行销
  • 媒体编辑
• 综合资料管理
  • 综合资料扩展
  • 合成资料训练
• 搜寻和发现
  • 一般搜寻
  • 创造洞察力
• 自动化和集成
  • 个性化和推荐系统
  • 客户体验管理
  • 应用开发和API集成
  • 网路安全情报
  • 诈欺检测与预防
  • 风险与合规管理
  • 自动补丁管理
  • 数位取证和事件分析
  • 威胁模拟与训练
  • 衍生设计人工智慧
  • 设计探索与变化
  • 建模和原型製作
  • 产品效果图和视觉材料
• 其他用途

生成式人工智慧市场规模：按产业和复合年增长率（2024-2031）

• 市场概况
• 媒体和娱乐
• BFSI
• 卫生保健
• 生命科学
• 製造业
• 零售与电子商务
• 运输/物流
• 建筑/房地产
• 能源/公共产业
• 政府和国防
• 资讯科技与资讯科技服务
• 通讯
• 其他行业

生成式人工智慧市场规模：按地区和复合年增长率（2024-2031）

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 英国
  • 德国
  • 西班牙
  • 法国
  • 义大利
  • 其他欧洲国家地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 其他亚太地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东/非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东/非洲

竞争资讯

• 前5名企业对比
• 主要企业市场定位（2023年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市场占有率分析（2023）
• 主要企业简介
  • 公司简介
  • 产品系列分析
  • 按细分市场分類的份额分析
  • 收益与前一年同期比较（2021-2023）

主要企业简介

• OpenAI
• Anthropic AI
• Hippocratic AI
• Descript：Offers AI
• NeuralLove
• Assembly AI
• Adobe Sensei
• NVIDIA AI
• Perplexity AI
• Simplifai
• Taskade
• Humata
• Adept AI
• Google DeepMind
• Creole Studios
• PatentPal
• Andi
• Runway AI
• Jasper AI
• Character.AI

结论和建议

Global Generative AI Market size was valued at USD 16.81 Billion in 2022 and is expected to grow from USD 24.62 Billion in 2023 to reach USD 521.51 Billion by 2031, at a CAGR of 46.45% during the forecast period (2024-2031).

The global Generative AI market is experiencing robust growth, driven by innovative technologies that can create new content across various formats, including text, images, and music. Utilizing advanced methods such as GANs and Transformers, this technology closely mimics human creativity while significantly reducing the time and effort required for creative tasks. Industries such as entertainment, design, content creation, and marketing are primary beneficiaries, as businesses strive to offer personalized consumer experiences. The market is bolstered by increasing data availability and advancements in computational power. Notably, there are substantial opportunities within underexplored sectors like healthcare, where AI can contribute to treatment planning and drug design. Combining human creativity with AI breakthroughs promises transformative innovations and a more automated future landscape.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Generative Ai market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Generative Ai Market Segmental Analysis

Global Generative AI Market is segmented by Component, Deployment Mode, Data Modality, Application, Vertical and region. Based on component, the market is segmented into Software (Rule Based Models, Statistical Models, Deep Learning, Generative Adversarial Networks (GANs), Autoencoders, Convolutional Neural Networks (CNNs), Transformer Models), Services (Professional Services, Managed Services), Hardware. Based on Deployment Mode, the market is segmented into On-premises, Cloud. Based on Data Modality, the market is segmented into Text (Text Generation, Text-Based Chatbots, Text Summarization, Text Translation, Others), Image (Image Generation, Image Captioning, Image Editing and Enhancement, Others), Video (Video Generation, Video Editing & Enhancement, Video Annotation, Others), Audio and Speech (Text to Speech, Speech Recognition and Transcription, Music Generation, Others), Code (Code Generation, Code Documentation, Code Translation & Transpilation, Others). Based on application, the market is segmented into Business Intelligence and Visualization (Sales Intelligence, Marketing Intelligence, Finance Intelligence, Human Resource Intelligence, Operations Intelligence), Content Management (Content Generation, Content Curation, Tagging & Categorization, Digital Marketing, Media Editing), Synthetic Data Management (Synthetic Data Augmentation, Synthetic Data Training), Search and Discovery (General Search, Insight Generation), Automation and Integration (Personalization & Recommendation Systems, Customer Experience Management, Application Development & API Integration, Cybersecurity Intelligence, Generative Design AI), Other Applications. Based on Vertical, the market is segmented into Media & Entertainment, BFSI, Healthcare & Life Sciences, Manufacturing, Retail & Ecommerce, Transportation & Logistics, Construction & Real Estate, Energy & Utilities, Government & Defense, IT & ITeS, Telecommunications, Other Verticals. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Generative Ai Market

The Generative AI market is significantly propelled by continuous advancements in deep learning techniques. Ongoing progress in algorithms, particularly in notable subfields like Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and reinforcement learning, is driving growth in this sector. These innovations lead to the development of sophisticated generative models with remarkable realism and complexity. Consequently, such advanced capabilities find extensive applications across various domains, including art generation, content creation, and synthetic data production. As these technologies evolve, they not only enhance the quality of outputs but also expand the potential uses of Generative AI, further stimulating market expansion.

Restraints in the Global Generative Ai Market

The Global Generative AI market faces significant restraints primarily due to ethical and privacy concerns. The capabilities of Generative AI raise issues related to the creation of deceptive content such as fake images, text, videos, deepfakes, and misinformation, which can lead to the promotion of counterfeit products. Moreover, these technologies can infringe on personal privacy by manipulating and producing private data without consent. Such ethical dilemmas may result in stricter regulatory measures, pushback from consumers, and reluctance from organizations to adopt generative technologies, particularly in applications involving personal identification and biometric data. This environment of apprehension can hinder market growth.

Market Trends of the Global Generative Ai Market

The Global Generative AI market is witnessing a robust trend towards cross-domain applications, transcending traditional uses in image and text generation. Industries such as healthcare, finance, and robotics are increasingly leveraging generative AI to address complex challenges. For instance, in healthcare, synthetic medical images are generated to enhance diagnostic algorithms, while the finance sector utilizes synthetic data for improved risk assessment and forecasting. Similarly, robotics benefits from simulated environments for training autonomous agents. This versatility highlights the significant impact of generative models in creating innovative solutions, indicating a promising trajectory for the market as it expands into diverse sectors.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2023
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Technological Advancement
• Regulatory Landscape
• Case Studies
• Startup Analysis

Global Generative AI Market Size by Component & CAGR (2024-2031)

• Market Overview
• Hardware
• Software
  • Rule Based Models
  • Knowledge Based Models
  • Script Based Models
  • Expert Systems
  • Statistical Models
  • Markov Models
  • Hidden Markov Models
  • Gaussian Mixture Models
  • Conditional Random Fields
  • Deep Learning
  • Feedforward Neural Networks
  • Recurrent Neural Networks
  • Long Short-Term Memory (LSTM) Networks
  • Gated Recurrent Units (GRUs)
  • Generative Adversarial Networks (GANs)
  • Conditional GANs
  • Style GANs
  • Cycle GANs
  • Autoencoders
  • Denoising Autoencoders
  • Variational Autoencoders
  • Convolutional Neural Networks (CNNs)
  • Image Generating CNNs
  • Video Generating CNNs
  • Transformer Models
• Services
  • Professional Services
  • Training and Consulting
  • System Integration and Implementation
  • Support and Maintenance
  • Managed Services

Global Generative AI Market Size by Deployment Mode & CAGR (2024-2031)

• Market Overview
• On-premises
• Cloud

Global Generative AI Market Size by Data Modality & CAGR (2024-2031)

• Market Overview
• Text
  • Text Generation
  • Text-Based Chatbots
  • Text Summarization
  • Text Translation
  • Others
• Image
  • Image Generation
  • Image Captioning
  • Image Editing and Enhancement
  • Others
• Video
  • Video Generation
  • Video Editing & Enhancement
  • Video Annotation
  • Others
• Audio and Speech
  • Text to Speech
  • Speech Recognition and Transcription
  • Music Generation
  • Others
• Code
  • Code Generation
  • Code Documentation
  • Code Translation & Transpilation
  • Others

Global Generative AI Market Size by Application & CAGR (2024-2031)

• Market Overview
• Business Intelligence and Visualization
  • Sales Intelligence
  • Marketing Intelligence
  • Finance Intelligence
  • Human Resource Intelligence
  • Operations Intelligence
• Content Management
  • Content Generation
  • Content Curation
  • Tagging & Categorization
  • Digital Marketing
  • Media Editing
• Synthetic Data Management
  • Synthetic Data Augmentation
  • Synthetic Data Training
• Search and Discovery
  • General Search
  • Insight Generation
• Automation and Integration
  • Personalization & Recommendation Systems
  • Customer Experience Management
  • Application Development & API Integration
  • Cybersecurity Intelligence
  • Fraud Detection & Prevention
  • Risk & Compliance Management
  • Automated Patch Management
  • Digital Forensics & Incident Analysis
  • Threat Simulation & Training
  • Generative Design AI
  • Design Exploration & Variation
  • Modelling & Prototyping
  • Product Renderings & Visual Collaterals
• Other Applications

Global Generative AI Market Size by Vertical & CAGR (2024-2031)

• Market Overview
• Media & Entertainment
• BFSI
• Healthcare
• Life Sciences
• Manufacturing
• Retail & Ecommerce
• Transportation & Logistics
• Construction & Real Estate
• Energy & Utilities
• Government & Defense
• IT & ITeS
• Telecommunications
• Other Verticals

Global Generative AI Market Size & CAGR (2024-2031)

• North America, (Component, Deployment Mode, Data Modality, Application, Vertical)
  • US
  • Canada
• Europe, (Component, Deployment Mode, Data Modality, Application, Vertical)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Component, Deployment Mode, Data Modality, Application, Vertical)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Component, Deployment Mode, Data Modality, Application, Vertical)
  • Brazil
  • Rest of Latin America
• Middle East & Africa, (Component, Deployment Mode, Data Modality, Application, Vertical)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2023
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• OpenAI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Anthropic AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hippocratic AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Descript: Offers AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• NeuralLove
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Assembly AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Adobe Sensei
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• NVIDIA AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Perplexity AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Simplifai
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Taskade
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Humata
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Adept AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google DeepMind
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Creole Studios
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PatentPal
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Andi
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Runway AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Jasper AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Character.AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation