生成式人工智慧市場規模、佔有率、成長分析，按組件、按部署模式、按資料模式、按應用、按行業、按地區 - 行業預測，2024-2031 年

生成式人工智慧的全球市場規模將於2022 年達到168.1 億美元，從2023 年的246.2 億美元成長到2031 年的5,215.1 億美元，預計在預測期內（2024-2031 年）複合年成長率將達到46.45%。

由於創新技術可以創建文字、圖像和音樂等各種格式的新內容，全球生成人工智慧市場正在經歷強勁成長。該技術利用 GAN 和變壓器等先進技術，忠實地模仿人類創造力，同時顯著減少創造性任務所需的時間和精力。娛樂、設計、內容創作和行銷等行業是主要受益者，公司努力提供個人化的消費者體驗。這個市場得到了資料可用性的增加和計算能力的進步的支持。值得注意的是，在醫療保健等開拓領域存在著巨大的商機，人工智慧可以為治療規劃和藥物設計做出貢獻。將人類創造力與人工智慧突破相結合，有望帶來變革性創新和更自動化的未來景觀。

目錄

介紹

• 研究目的
• 調查範圍
• 定義

調查方法

• 資訊採購
• 二手資料和主要資料方法
• 市場規模預測
• 市場假設與限制

執行摘要

• 全球市場展望
• 供需趨勢分析
• 按細分市場的機會分析

市場動態及展望

• 市場概況
• 市場規模
• 市場動態
  • 促進因素和機遇
  • 限制因素和挑戰
• 波特分析及影響
  • 競爭公司之間的敵對關係
  • 替代品的威脅
  • 買方議價能力
  • 新進入者的威脅
  • 供應商的議價能力

主要市場考察

• 關鍵成功因素
• 競爭程度
• 主要投資機會
• 市場生態系統
• 市場吸引力指數（2023）
• PESTEL分析
• 總體經濟指標
• 價值鏈分析
• 價格分析
• 技術進步
• 監管環境
• 案例研究
• Start-Ups分析

生成式人工智慧市場規模：按組成部分和複合年成長率（2024-2031）

• 市場概況
• 硬體
• 軟體
  • 基於規則的模型
  • 知識庫模型
  • 基於腳本的模型
  • 專家系統
  • 統計模型
  • 馬可夫模型
  • 隱馬可夫模型
  • 高斯混合模型
  • 條件隨機場
  • 深度學習
  • 前饋神經網路
  • 循環神經網路
  • 長短期記憶 (LSTM) 網路
  • 門循環單元 (GRU)
  • 生成對抗網路（GAN）
  • 條件生成對抗網路
  • 風格甘
  • 循環甘
  • 自動編碼器
  • 雜訊去除自動編碼器
  • 變分自動編碼器
  • 卷積類神經網路（CNN）
  • 影像生成CNN
  • 影片產生CNN
  • 變壓器模型
• 服務
  • 專業服務
  • 培訓和諮詢
  • 系統整合與實施
  • 支援與維護
  • 託管服務

生成式人工智慧市場規模：依部署模式和複合年成長率（2024-2031）

• 市場概況
• 本地
• 雲

生成式人工智慧市場規模：依資料模式及複合年成長率（2024-2031）

• 市場概況
• 句子
  • 文字生成
  • 以文字為主的聊天機器人
  • 文字摘要
  • 文字翻譯
  • 其他
• 影像
  • 影像生成
  • 圖片說明
  • 編輯和增強影像
  • 其他
• 影片
  • 影片生成
  • 影片編輯和增強
  • 影片註釋
  • 其他
• 音訊和語音
  • 文字閱讀
  • 語音辨識與轉錄
  • 音樂世代
  • 其他
• 程式碼
  • 程式碼生成
  • 程式碼文件
  • 代碼翻譯與轉譯
  • 其他

生成式人工智慧市場規模：按應用和複合年成長率（2024-2031）

• 市場概況
• 商業智慧和視覺化
  • 銷售情報
  • 行銷情報
  • 金融情報
  • 人力資源資訊
  • 營運情報
• 內容管理
  • 內容生成
  • 內容策劃
  • 標記和分類
  • 數位行銷
  • 媒體編輯
• 綜合資料管理
  • 綜合資料擴展
  • 合成資料訓練
• 搜尋和發現
  • 一般搜尋
  • 創造洞察力
• 自動化和整合
  • 個性化和推薦系統
  • 客戶體驗管理
  • 應用開發和API整合
  • 網路安全情報
  • 詐欺檢測與預防
  • 風險與合規管理
  • 自動補丁管理
  • 數位取證和事件分析
  • 威脅模擬與訓練
  • 衍生設計人工智慧
  • 設計探索與變化
  • 建模和原型製作
  • 產品效果圖和視覺材料
• 其他用途

生成式人工智慧市場規模：按產業和複合年成長率（2024-2031）

• 市場概況
• 媒體和娛樂
• BFSI
• 衛生保健
• 生命科學
• 製造業
• 零售與電子商務
• 運輸/物流
• 建築/房地產
• 能源/公共產業
• 政府和國防
• 資訊科技與資訊科技服務
• 通訊
• 其他行業

生成式人工智慧市場規模：按地區和複合年成長率（2024-2031）

• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 英國
  • 德國
  • 西班牙
  • 法國
  • 義大利
  • 其他歐洲國家地區
• 亞太地區
  • 中國
  • 印度
  • 日本
  • 韓國
  • 其他亞太地區
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地區
• 中東/非洲
  • 海灣合作理事會國家
  • 南非
  • 其他中東/非洲

競爭資訊

• 前5名企業對比
• 主要企業市場定位（2023年）
• 主要市場參與者所採取的策略
• 近期市場趨勢
• 公司市場佔有率分析（2023）
• 主要企業簡介
  • 公司簡介
  • 產品系列分析
  • 按細分市場分類的佔有率分析
  • 收益與前一年同期比較（2021-2023）

主要企業簡介

• 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

結論和建議

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