市場調査レポート

商品コード

1607668

ジェネレーティブAIの市場規模、シェア、成長分析、コンポーネント別、展開モード別、データモダリティ別、用途別、業種別、地域別 - 産業予測、2024年～2031年

Generative AI Market Size, Share, Growth Analysis, By Component (Software, Hardware), By Deployment Mode, By Data Modality, By Application, By Vertical, By Region - Industry Forecast 2024-2031

出版日: 2024年12月04日
発行: SkyQuest
ページ情報: 英文 165 Pages
納期: 3～5営業日

価格

PDF & Excel (Single User License)

USD 5,300 789,170円

レポートPDF・Excelを1 名様のみがご利用頂けるライセンスです。PDF・Excell内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します

PDF & Excel (Multiple User License)

USD 6,200 923,180円

レポートPDF・Excel2-5名様までがご利用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

PDF & Excel (Enterprise License)

USD 7,100 1,057,190円

レポートPDF・Excelを同一企業に所属の全世界の方にご使用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

価格表記: USDを日本円(税抜)に換算

本日の銀行送金レート: 1USD=148.90円

全表示
概要
目次

概要

サンプル依頼リストに入れる

ジェネレーティブAIの世界市場規模は2022年に168億1,000万米ドルとなり、2023年の246億2,000万米ドルから予測期間（2024-2031年）のCAGRは46.45%で、2031年には5,215億1,000万米ドルに達すると予測されています。

世界のジェネレーティブAI市場は、テキスト、画像、音楽など、さまざまな形式で新しいコンテンツを作成できる革新的な技術によって、力強い成長を遂げています。GANやトランスフォーマーなどの高度な手法を活用したこのテクノロジーは、人間の創造性を忠実に模倣すると同時に、創造的な作業に必要な時間と労力を大幅に削減します。エンターテインメント、デザイン、コンテンツ制作、マーケティングなどの業界が主な受益者であり、企業はパーソナライズされた消費者体験を提供しようと努力しています。この市場は、データの利用可能性の増大と計算能力の進歩によって支えられています。特筆すべきは、AIが治療計画や薬剤設計に貢献できるヘルスケアのような未開拓分野に大きなビジネスチャンスがあることです。人間の創造性とAIの躍進を組み合わせることで、変革的なイノベーションと、より自動化された未来の風景が約束されます。

市場概要
ハードウェア
ソフトウェア
- ルールベースモデル
- 知識ベースモデル
- スクリプトベースのモデル
- エキスパートシステム
- 統計モデル
- マルコフモデル
- 隠れマルコフモデル
- ガウス混合モデル
- 条件付きランダムフィールド
- ディープラーニング
- フィードフォワードニューラルネットワーク
- リカレントニューラルネットワーク
- 長短期記憶（LSTM）ネットワーク
- ゲートリカレントユニット（GRU）
- ジェネレーティブ敵対ネットワーク（GAN）
- 条件付きGAN
- スタイルGAN
- サイクルGAN
- オートエンコーダ
- ノイズ除去オートエンコーダ
- 変分オートエンコーダ
- 畳み込みニューラルネットワーク（CNN）
- 画像生成CNN
- ビデオ生成CNN
- トランスフォーマーモデル
サービス
- プロフェッショナルサービス
- トレーニングとコンサルティング
- システム統合と実装
- サポートとメンテナンス
- マネージドサービス

ジェネレーティブAIの市場規模：展開モード別& CAGR（2024-2031）

市場概要
オンプレミス
クラウド

ジェネレーティブAIの市場規模：データモダリティ別& CAGR（2024-2031）

市場概要
文章
- テキスト生成
- テキストベースのチャットボット
- テキスト要約
- テキスト翻訳
- その他
画像
- 画像生成
- 画像キャプション
- 画像の編集と強化
- その他
ビデオ
- ビデオ生成
- ビデオ編集と強化
- ビデオ注釈
- その他
オーディオとスピーチ
- テキスト読み上げ
- 音声認識と文字起こし
- 音楽生成
- その他
コード
- コード生成
- コードドキュメント
- コード翻訳とトランスパイル
- その他

ジェネレーティブAIの市場規模：用途別& CAGR（2024-2031）

市場概要
ビジネスインテリジェンスと可視化
- セールスインテリジェンス
- マーケティングインテリジェンス
- 財務インテリジェンス
- 人材情報
- オペレーションインテリジェンス
コンテンツ管理
- コンテンツ生成
- コンテンツキュレーション
- タグ付けと分類
- デジタルマーケティング
- メディア編集
合成データ管理
- 合成データ拡張
- 合成データのトレーニング
検索と発見
- 一般検索
- 洞察力の創出
自動化と統合
- パーソナライゼーションと推奨システム
- 顧客体験管理
- アプリケーション開発とAPI統合
- サイバーセキュリティインテリジェンス
- 不正行為の検出と防止
- リスクとコンプライアンス管理
- 自動パッチ管理
- デジタルフォレンジックとインシデント分析
- 脅威シミュレーションとトレーニング
- ジェネレーティブデザインAI
- デザインの探求とバリエーション
- モデリングとプロトタイピング
- 製品レンダリングとビジュアル資料
その他の用途

ジェネレーティブAIの市場規模：業界別& CAGR（2024-2031）

市場概要
メディアとエンターテイメント
BFSI
ヘルスケア
ライフサイエンス
製造業
小売業と電子商取引
運輸・物流
建設・不動産
エネルギー・公益事業
政府と防衛
ITとITeS
通信
その他の業種

ジェネレーティブAI市場規模：地域別& CAGR（2024-2031）

北米
- 米国
- カナダ
欧州
- 英国
- ドイツ
- スペイン
- フランス
- イタリア
- その他欧州地域
アジア太平洋地域
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋地域
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ
- GCC諸国
- 南アフリカ
- その他中東・アフリカ

競合情報

上位5社の比較
主要企業の市場ポジショニング（2023年）
主な市場企業が採用した戦略
市場の最近の動向
企業の市場シェア分析（2023年）
主要企業の企業プロファイル
- 会社概要
- 製品ポートフォリオ分析
- セグメント別シェア分析
- 収益の前年比比較（2021-2023）

主要企業プロファイル

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

結論と推奨事項

Product Code: SQMIG45E2176

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.

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