市場調査レポート

商品コード

1588418

合成データ生成の市場規模、シェア、動向分析レポート：データ別、モデリング別、オファリング別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年

Synthetic Data Generation Market Size, Share & Trends Analysis Report By Data (Tabular Data, Text Data, Image & Video Data, Others), By Modeling, By Offering, By Application, By End Use, By Region, And Segment Forecasts, 2024 - 2030

出版日: 2024年10月03日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日

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概要
図表
目次

概要

サンプル依頼リストに入れる

合成データ生成市場の成長と動向

世界の合成データ生成市場規模は、2030年には17億8,810万米ドルに達すると予測され、2024～2030年のCAGRは35.3％で成長すると予測されています。

合成データは、手頃な価格で質の高いトレーニングデータにアクセスできるため、ほとんどの産業を破壊してきました。人工データは、データの障壁を最小限に抑えることで、AIとイノベーションを後押しする地歩を固めています。

さらに、スマートフォンやその他のスマートデバイスの急激な成長が、産業の成長に寄与しています。例えば、カメラモジュールの性能を評価し、車室内の最適なカメラ配置を決定するために、顧客は合成データから上昇を受けると考えられます。AIシステムの需要が急増していることから、合成データ生成ツールは牽引役となる可能性が高いです。

合成データは一般的に、AIアルゴリズムのテストや開発に実世界のデータと並行して使用されることは注目に値します。各産業の企業がデジタル化を採用する中、産業各社は戦略を強化するために人工データを重視する構えです。合成データには、バーチャルリアリティや拡大知能のインテリジェントアシスタントを開発したり、ヘイトスピーチを検出したりするコンピュータビジョンアルゴリズムの性能を高める能力が備わっています。Meta（Facebook）などのソーシャルメディアプラットフォームは、合成データの牽引力を示す可能性があります。

例えば、2021年10月、FacebookはAIを買収したと報じられました。Reverieは合成データの新興企業です。2020年7月にAI.Reverieは、米国空軍のイノベーション部門であるAFWERXから150万米ドルのフェーズ2中小企業イノベーション研究（SBIR）契約を獲得しました。同社は、ナビゲーションビジョン・アルゴリズムの精度を訓練するための合成画像を作成することが期待されていました。

IT・通信セグメントでは、セキュリティ、スケーラビリティ、スピードの向上のため、人工データへの傾斜が強まっています。エンドユーザーは、セキュリティやプライバシー・プロトコルの障害から解放されるために、合成データを求める可能性が高いです。先進的プライバシー保護、匿名化、暗号化などのいくつかの要因は、主要企業が合成データ生成ツールに資金を投入することを促しています。

例えば、2021年10月、Turk Telekomは、Syntonym、B2Metric、QuantWifi、OptiyolといったAIベースの新興企業4社に資金を注入すると発表しました。特に、Syntonymは合成データ匿名化技術の開発企業です。

アジア太平洋は、コンピューター・ビジョン・ソフトウェア、予測分析、自然言語処理の台頭を受け、有利な成長機会を提供すると期待されています。例えば、自然言語理解のための訓練データを整理するための人工データの利用が人気を集めています。中国、オーストラリア、日本、インドはすべて、プライバシー・コンプライアンスを合理化し、顧客中心の商品やサービスをサポートするために、突出して合成データが検索される可能性があります。

AI、機械学習、メタバースが効果的に機能するために大規模なデータセットに大きく依存しているため、データ保護の必要性が人工データへと関心を移す可能性があります。また、多くのデータ科学者が、実世界の記録を推進し、実用的な洞察を得るために、合成データを利用しています。

合成データ生成市場レポートのハイライト

完全合成データセグメントは、新興国と先進国全体でプライバシー保護の必要性が高まっていることから成長します。
最終用途別では、医療＆ライフサイエンスセグメントは、プライバシー保護された合成データに対する需要の高まりを受けて、顕著なCAGRを示すであると考えられます。
北米の市場規模は、コンピュータビジョンとNLPの台頭を背景に顕著になると考えられます。
地理的な拡大も今後数年で顕著になる可能性があります。BFSI、医療、製造業、民生用電子機器産業は、成長を可能にし、確立されたものとして、引き続き合成データに大きく依存しています。新進気鋭の参入企業は、その価値提案を強化すると予想されます。

合成データ生成市場シェア、地域別、2023年と2030年、100万米ドル
北米
- 米国
- カナダ
- メキシコ
欧州
- 英国
- ドイツ
- フランス
アジア太平洋
- 日本
- 中国
- インド
- オーストラリア
- 韓国
ラテンアメリカ
- ブラジル
中東・アフリカ
- 南アフリカ
- アラブ首長国連邦
- サウジアラビア

第10章競合情勢

主要市場参入企業による最近の動向と影響分析
企業分類
企業ヒートマップ分析
企業プロファイル
- MOSTLY AI
- Synthesis AI
- Statice
- YData
- Ekobit doo（Span）
- Hazy Limited
- SAEC/Kinetic Vision, Inc.
- kymeralabs
- MDClone
- Neuromation
- Twenty Million Neurons GmbH（Qualcomm Technologies, Inc.）
- Anyverse SL
- Informatica Inc.

図表

List of Tables

Table 1 Synthetic Data Generation Market - Industry Snapshot & Key Buying Criteria, 2018 - 2030
Table 2 Global Synthetic Data Generation Market, 2018 - 2030 (USD Million)
Table 3 Global Synthetic Data Generation Market, by Region, 2018 - 2030 (USD Million)
Table 4 Global Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 5 Global Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 6 Global Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 7 Global Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 8 Global Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 9 Key Market Driver Impact
Table 10 Key Market Restraint Impact
Table 11 Key Market Opportunity Impact
Table 12 List of Key Market Players
Table 13 Tabular Data Market, by Region, 2018 - 2030 (USD Million)
Table 14 Text Data Market, by Region, 2018 - 2030 (USD Million)
Table 15 Image & Video Data Market, by Region, 2018 - 2030 (USD Million)
Table 16 Others Market, by Region, 2018 - 2030 (USD Million)
Table 17 Direct Modeling Market, by Region, 2018 - 2030 (USD Million)
Table 18 Agent-Based Modeling Market, by Region, 2018 - 2030 (USD Million)
Table 19 Fully Synthetic Data Market, by Region, 2018 - 2030 (USD Million)
Table 20 Partially Synthetic Data Market, by Region, 2018 - 2030 (USD Million)
Table 21 Hybrid Synthetic Data Market, by Region, 2018 - 2030 (USD Million)
Table 22 Data Protection Market, by Region, 2018 - 2030 (USD Million)
Table 23 Data Sharing Application Market, by Region, 2018 - 2030 (USD Million)
Table 24 Predictive Analytics Market, by Region, 2018 - 2030 (USD Million)
Table 25 Natural Language Processing Market, by Region, 2018 - 2030 (USD Million)
Table 26 Computer Vision Algorithms Market, by Region, 2018 - 2030 (USD Million)
Table 27 Others Market, by Region, 2018 - 2030 (USD Million)
Table 28 BFSI Market, by Region, 2018 - 2030 (USD Million)
Table 29 Healthcare & Life Sciences Market, by Region, 2018 - 2030 (USD Million)
Table 30 Transportation & Logistics Market, by Region, 2018 - 2030 (USD Million)
Table 31 IT and Telecommunication Market, by Region, 2018 - 2030 (USD Million)
Table 32 Retail and E-commerce Market, by Region, 2018 - 2030 (USD Million)
Table 33 Manufacturing Market, by Region, 2018 - 2030 (USD Million)
Table 34 Consumer Electronics Market, by Region, 2018 - 2030 (USD Million)
Table 35 Others Market, by Region, 2018 - 2030 (USD Million)
Table 36 North America Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 37 North America Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 38 North America Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 39 North America Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 40 North America Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 41 U.S. Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 42 U.S. Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 43 U.S. Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 44 U.S. Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 45 U.S. Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 46 Canada Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 47 Canada Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 48 Canada Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 49 Canada Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 50 Canada Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 51 Mexico Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 52 Mexico Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 53 Mexico Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 54 Mexico Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 55 Mexico Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 56 Europe Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 57 Europe Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 58 Europe Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 59 Europe Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 60 Europe Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 61 Germany Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 62 Germany Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 63 Germany Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 64 Germany Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 65 Germany Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 66 U.K. Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 67 U.K. Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 68 U.K. Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 69 U.K. Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 70 U.K. Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 71 France Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 72 France Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 73 France Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 74 France Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 75 France Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 76 Asia Pacific Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 77 Asia Pacific Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 78 Asia Pacific Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 79 Asia Pacific Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 80 Asia Pacific Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 81 China Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 82 China Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 83 China Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 84 China Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 85 China Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 86 Japan Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 87 Japan Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 88 Japan Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 89 Japan Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 90 Japan Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 91 India Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 92 India Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 93 India Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 94 India Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 95 India Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 96 South America Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 97 South America Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 98 South America Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 99 South America Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 100 South America Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 101 Brazil Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 102 Brazil Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 103 Brazil Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 104 Brazil Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 105 Brazil Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)
Table 106 MEA Synthetic Data Generation Market, by Data Type, 2018 - 2030 (USD Million)
Table 107 MEA Synthetic Data Generation Market, by Modeling Type, 2018 - 2030 (USD Million)
Table 108 MEA Synthetic Data Generation Market, by Offering, 2018 - 2030 (USD Million)
Table 109 MEA Synthetic Data Generation Market, by Application, 2018 - 2030 (USD Million)
Table 110 MEA Synthetic Data Generation Market, by End-Use, 2018 - 2030 (USD Million)

List of Figures

Fig. 1 Research Process
Fig. 2 Market Formulation
Fig. 3 Market Segmentation and Scope
Fig. 4 Synthetic Data Generation Market, 2018 - 2030
Fig. 5 Key Opportunities Analysis
Fig. 6 Synthetic Data Generation - Value Chain Analysis
Fig. 7 Synthetic Data Generation Market Dynamics
Fig. 8 Industry Analysis - Porter's Five Forces Analysis
Fig. 9 Synthetic Data Generation Market - Pest Analysis
Fig. 10 Synthetic Data Generation Market Share by Data type, 2021 & 2030
Fig. 11 Synthetic Data Generation Market Share by Modeling Type, 2021 & 2030
Fig. 12 Synthetic Data Generation Market Share by Offering, 2021 & 2030
Fig. 13 Synthetic Data Generation Market Share by Application, 2021 & 2030
Fig. 14 Synthetic Data Generation Market Share by End-Use, 2021 & 2030
Fig. 15 Synthetic Data Generation Market Share by Region, 2021 & 2030
Fig. 16 North America Marketplace: Key Takeaways
Fig. 17 Europe Marketplace: Key Takeaways
Fig. 18 Asia Pacific Marketplace: Key Takeaways
Fig. 19 South America Marketplace: Key Takeaways
Fig. 20 MEA Marketplace: Key Takeaways

Product Code: GVR-4-68039-982-5

Synthetic Data Generation Market Growth & Trends:

The global synthetic data generation market size is expected to reach USD 1,788.1 million in 2030 and is projected to grow at a CAGR of 35.3% from 2024 to 2030. Synthetic data has disrupted most industries with the affordability and accessibility of quality training data. Artificial data has gained ground to boost AI and innovation by minimizing data barriers.

Moreover, the exponential growth of smartphones and other smart devices has contributed to the growth of the industry. For instance, customers will receive an uptick from synthetic data to assess the performance of camera modules and decide the optimal camera placement in the car cabin. With the soaring demand for AI systems, synthetic data generation tools will likely gain traction.

It is worth noting that synthetic data is generally used in tandem with real-world data to test and develop AI algorithms. As companies across industry verticals adopt digitization, industry players are poised to emphasize artificial data to bolster strategies. Synthetic data has the innate ability to enhance the performance of computer vision algorithms to develop intelligent assistants in virtual reality and augmented reality and detect hate speech. Social media platforms, such as Meta (Facebook), could exhibit traction for synthetic data.

For instance, in October 2021, Facebook was reported to have acquired AI. Reverie, a synthetic data startup. It is worth mentioning that in July 2020, AI. Reverie was awarded a USD 1.5 million Phase 2 Small Business Innovation Research (SBIR) contract by AFWERX, an innovation arm of the U.S. Air Force. The company was expected to create synthetic images to train the accuracy of navigation vision algorithms.

The IT & telecommunication sector has shown an increased inclination for artificial data for increased security, scalability, and speed. End-users are likely to seek synthetic data to do away with roadblocks of security and privacy protocols. Some factors, such as advanced privacy-preserving, anonymization, and encryption, have encouraged leading companies to inject funds into synthetic data generation tools.

For instance, in October 2021, Turk Telekom announced infusing funds into four AI-based startups, such as Syntonym, B2Metric, QuantWifi, and Optiyol. Notably, Syntonym is a synthetic data anonymization technology developer.

Asia Pacific is expected to provide lucrative growth opportunities in the wake of the rising prominence of computer vision software, predictive analytics, and natural language processing. For instance, the use of artificial data to organize training data for natural language understanding has grown in popularity. China, Australia, Japan, and India could all be searched for prominently synthetic data to streamline privacy compliance and support client-centered goods and services.

With AI, machine learning, and metaverse counting heavily on large datasets to function effectively, the need for data protection could shift attention towards artificial data. Besides, several data scientists are banking on synthetic data to propel their real-world records and garner actionable insights.

Synthetic Data Generation Market Report Highlights:

The fully synthetic data segment will grow owing to the need for increased privacy across emerging and advanced economies
Based on end-use, the healthcare & life sciences segment will witness a notable CAGR in the wake of heightened demand for privacy-protecting synthetic data
North America market value will be pronounced on the back of the rising footfall of computer vision and NLP
Geographic expansion may also be noticeable in the coming years. The BFSI, healthcare, manufacturing, and consumer electronics industries continue to rely heavily on synthetic data as a growth enabler and established. Up-and-coming players are expected to strengthen their value propositions

Chapter 1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

Chapter 3. Synthetic Data Generation Market Variables, Trends, & Scope

3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Market Dynamics
- 3.3.1. Market Drivers Analysis
- 3.3.2. Market Restraints Analysis
3.4. Synthetic Data Generation Market Analysis Tools
- 3.4.1. Porter's Analysis
  - 3.4.1.1. Bargaining power of the suppliers
  - 3.4.1.2. Bargaining power of the buyers
  - 3.4.1.3. Threats of substitution
  - 3.4.1.4. Threats from new entrants
  - 3.4.1.5. Competitive rivalry
- 3.4.2. PESTEL Analysis
  - 3.4.2.1. Political Landscape
  - 3.4.2.2. Economic and Social Landscape
  - 3.4.2.3. Technological Landscape
  - 3.4.2.4. Environmental Landscape
  - 3.4.2.5. Legal Landscape

Chapter 4. Synthetic Data Generation Market: Data Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. Synthetic Data Generation Market: Data Movement Analysis, USD Million, 2023 & 2030
4.3. Tabular Data
- 4.3.1. Tabular Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Text Data
- 4.4.1. Text Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.5. Image & Video Data
- 4.5.1. Image & Video Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.6. Others
- 4.6.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Synthetic Data Generation Market: Modelling Estimates & Trend Analysis

5.1. Segment Dashboard
5.2. Synthetic Data Generation Market: Modelling Movement Analysis, USD Million, 2023 & 2030
5.3. Direct Modelling
- 5.3.1. Direct Modelling Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Agent-based Modelling
- 5.4.1. Agent-based Modelling Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Synthetic Data Generation Market: Offering Estimates & Trend Analysis

6.1. Segment Dashboard
6.2. Synthetic Data Generation Market: Offering Band Movement Analysis, USD Million, 2023 & 2030
- 6.2.1. Fully Synthetic Data
  - 6.2.1.1. Fully Synthetic Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 6.2.2. Partially Synthetic Data
  - 6.2.2.1. Partially Synthetic Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 6.2.3. Hybrid Synthetic Data
  - 6.2.3.1. Hybrid Synthetic Data Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Synthetic Data Generation Market: Application Estimates & Trend Analysis

7.1. Segment Dashboard
7.2. Synthetic Data Generation Market: Application Movement Analysis, USD Million, 2023 & 2030
- 7.2.1. Data Protection
  - 7.2.1.1. Data Protection Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 7.2.2. Data Sharing
  - 7.2.2.1. Data Sharing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 7.2.3. Predictive Analytics
  - 7.2.3.1. Predictive Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 7.2.4. Natural Language Processing
  - 7.2.4.1. Natural Language Processing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 7.2.5. Computer Vision Algorithms
  - 7.2.5.1. Computer Vision Algorithms Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 7.2.6. Others
  - 7.2.6.1. Other Applications Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Synthetic Data Generation Market: End Use Estimates & Trend Analysis

8.1. Segment Dashboard
8.2. Synthetic Data Generation Market: End Use Movement Analysis, USD Million, 2023 & 2030
- 8.2.1. BFSI
  - 8.2.1.1. BFSI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.2. Healthcare & Life Sciences
  - 8.2.2.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.3. Transportation & Logistics
  - 8.2.3.1. Transportation & Logistics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.4. IT & Telecommunication
  - 8.2.4.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.5. Retail and E-commerce
  - 8.2.5.1. Retail and E-commerce Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.6. Manufacturing
  - 8.2.6.1. Manufacturing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.7. Consumer Electronics
  - 8.2.7.1. Consumer Electronics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.8. Others
  - 8.2.8.1. Other End Use Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 9. Synthetic Data Generation Market: Regional Estimates & Trend Analysis

9.1. Synthetic Data Generation Market Share, By Region, 2023 & 2030, USD Million
9.2. North America
- 9.2.1. North America Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.2.2. U.S.
  - 9.2.2.1. U.S. Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.2.3. Canada
  - 9.2.3.1. Canada Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.2.4. Mexico
  - 9.2.4.1. Mexico Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
9.3. Europe
- 9.3.1. Europe Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.3.2. UK
  - 9.3.2.1. UK Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.3.3. Germany
  - 9.3.3.1. Germany Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.3.4. France
  - 9.3.4.1. France Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
9.4. Asia Pacific
- 9.4.1. Asia Pacific Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.4.2. Japan
  - 9.4.2.1. Japan Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.4.3. China
  - 9.4.3.1. China Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.4.4. India
  - 9.4.4.1. India Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.4.5. Australia
  - 9.4.5.1. Australia Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.4.6. South Korea
  - 9.4.6.1. South Korea Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
9.5. Latin America
- 9.5.1. Latin America Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.5.2. Brazil
  - 9.5.2.1. Brazil Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
9.6. Middle East and Africa
- 9.6.1. Middle East and Africa Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.6.2. South Africa
  - 9.6.2.1. South Africa Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.6.3. UAE
  - 9.6.3.1. UAE Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 9.6.4. Saudi Arabia
  - 9.6.4.1. Saudi Arabia Synthetic Data Generation Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 10. Competitive Landscape

10.1. Recent Developments & Impact Analysis by Key Market Participants
10.2. Company Categorization
10.3. Company Heat Map Analysis
10.4. Company Profiles
- 10.4.1. MOSTLY AI
  - 10.4.1.1. Participant's Overview
  - 10.4.1.2. Financial Performance
  - 10.4.1.3. Product Benchmarking
  - 10.4.1.4. Recent Developments/ Strategic Initiatives
- 10.4.2. Synthesis AI
  - 10.4.2.1. Participant's Overview
  - 10.4.2.2. Financial Performance
  - 10.4.2.3. Product Benchmarking
  - 10.4.2.4. Recent Developments/ Strategic Initiatives
- 10.4.3. Statice
  - 10.4.3.1. Participant's Overview
  - 10.4.3.2. Financial Performance
  - 10.4.3.3. Product Benchmarking
  - 10.4.3.4. Recent Developments/ Strategic Initiatives
- 10.4.4. YData
  - 10.4.4.1. Participant's Overview
  - 10.4.4.2. Financial Performance
  - 10.4.4.3. Product Benchmarking
  - 10.4.4.4. Recent Developments/ Strategic Initiatives
- 10.4.5. Ekobit d.o.o. (Span)
  - 10.4.5.1. Participant's Overview
  - 10.4.5.2. Financial Performance
  - 10.4.5.3. Product Benchmarking
  - 10.4.5.4. Recent Developments/ Strategic Initiatives
- 10.4.6. Hazy Limited
  - 10.4.6.1. Participant's Overview
  - 10.4.6.2. Financial Performance
  - 10.4.6.3. Product Benchmarking
  - 10.4.6.4. Recent Developments/ Strategic Initiatives
- 10.4.7. SAEC / Kinetic Vision, Inc.
  - 10.4.7.1. Participant's Overview
  - 10.4.7.2. Financial Performance
  - 10.4.7.3. Product Benchmarking
  - 10.4.7.4. Recent Developments/ Strategic Initiatives
- 10.4.8. kymeralabs
  - 10.4.8.1. Participant's Overview
  - 10.4.8.2. Financial Performance
  - 10.4.8.3. Product Benchmarking
  - 10.4.8.4. Recent Developments/ Strategic Initiatives
- 10.4.9. MDClone
  - 10.4.9.1. Participant's Overview
  - 10.4.9.2. Financial Performance
  - 10.4.9.3. Product Benchmarking
  - 10.4.9.4. Recent Developments/ Strategic Initiatives
- 10.4.10. Neuromation
  - 10.4.10.1. Participant's Overview
  - 10.4.10.2. Financial Performance
  - 10.4.10.3. Product Benchmarking
  - 10.4.10.4. Recent Developments/ Strategic Initiatives
- 10.4.11. Twenty Million Neurons GmbH (Qualcomm Technologies, Inc.)
  - 10.4.11.1. Participant's Overview
  - 10.4.11.2. Financial Performance
  - 10.4.11.3. Product Benchmarking
  - 10.4.11.4. Recent Developments/ Strategic Initiatives
- 10.4.12. Anyverse SL
  - 10.4.12.1. Participant's Overview
  - 10.4.12.2. Financial Performance
  - 10.4.12.3. Product Benchmarking
  - 10.4.12.4. Recent Developments/ Strategic Initiatives
- 10.4.13. Informatica Inc.
  - 10.4.13.1. Participant's Overview
  - 10.4.13.2. Financial Performance
  - 10.4.13.3. Product Benchmarking
  - 10.4.13.4. Recent Developments/ Strategic Initiatives

合成データ生成の市場規模、シェア、動向分析レポート：データ別、モデリング別、オファリング別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年

Synthetic Data Generation Market Size, Share & Trends Analysis Report By Data (Tabular Data, Text Data, Image & Video Data, Others), By Modeling, By Offering, By Application, By End Use, By Region, And Segment Forecasts, 2024 - 2030

合成データ生成市場の成長と動向

合成データ生成市場レポートのハイライト

目次

第1章調査手法と範囲

第2章エグゼクティブサマリー

第3章合成データ生成市場の変数、動向、範囲

第4章合成データ生成市場：データ別、推定・動向分析

第5章合成データ生成市場：モデリング別、推定・動向分析

第6章合成データ生成市場：オファリング別、推定・動向分析

第7章合成データ生成市場：用途別、推定・動向分析

第8章合成データ生成市場：最終用途別、推定・動向分析

第9章合成データ生成市場：地域別、推定・動向分析

第10章競合情勢

List of Tables

List of Figures

Synthetic Data Generation Market Growth & Trends:

Synthetic Data Generation Market Report Highlights:

Table of Contents

Chapter 1. Methodology and Scope

Chapter 2. Executive Summary

Chapter 3. Synthetic Data Generation Market Variables, Trends, & Scope

Chapter 4. Synthetic Data Generation Market: Data Estimates & Trend Analysis

Chapter 5. Synthetic Data Generation Market: Modelling Estimates & Trend Analysis

Chapter 6. Synthetic Data Generation Market: Offering Estimates & Trend Analysis

Chapter 7. Synthetic Data Generation Market: Application Estimates & Trend Analysis

Chapter 8. Synthetic Data Generation Market: End Use Estimates & Trend Analysis

Chapter 9. Synthetic Data Generation Market: Regional Estimates & Trend Analysis

Chapter 10. Competitive Landscape

合成データ生成の市場規模、シェア、動向分析レポート：データ別、モデリング別、オファリング別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年

Synthetic Data Generation Market Size, Share & Trends Analysis Report By Data (Tabular Data, Text Data, Image & Video Data, Others), By Modeling, By Offering, By Application, By End Use, By Region, And Segment Forecasts, 2024 - 2030

合成データ生成市場の成長と動向

合成データ生成市場レポートのハイライト

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 合成データ生成市場の変数、動向、範囲

第4章 合成データ生成市場： データ別、推定・動向分析

第5章 合成データ生成市場：モデリング別、推定・動向分析

第6章 合成データ生成市場：オファリング別、推定・動向分析

第7章 合成データ生成市場：用途別、推定・動向分析

第8章 合成データ生成市場：最終用途別、推定・動向分析

第9章 合成データ生成市場：地域別、推定・動向分析

第10章 競合情勢

List of Tables

List of Figures

Synthetic Data Generation Market Growth & Trends:

Synthetic Data Generation Market Report Highlights:

Table of Contents

Chapter 1. Methodology and Scope

Chapter 2. Executive Summary

Chapter 3. Synthetic Data Generation Market Variables, Trends, & Scope

Chapter 4. Synthetic Data Generation Market: Data Estimates & Trend Analysis

Chapter 5. Synthetic Data Generation Market: Modelling Estimates & Trend Analysis

Chapter 6. Synthetic Data Generation Market: Offering Estimates & Trend Analysis

Chapter 7. Synthetic Data Generation Market: Application Estimates & Trend Analysis

Chapter 8. Synthetic Data Generation Market: End Use Estimates & Trend Analysis

Chapter 9. Synthetic Data Generation Market: Regional Estimates & Trend Analysis

Chapter 10. Competitive Landscape

第1章調査手法と範囲

第2章エグゼクティブサマリー

第3章合成データ生成市場の変数、動向、範囲

第4章合成データ生成市場：データ別、推定・動向分析

第5章合成データ生成市場：モデリング別、推定・動向分析

第6章合成データ生成市場：オファリング別、推定・動向分析

第7章合成データ生成市場：用途別、推定・動向分析

第8章合成データ生成市場：最終用途別、推定・動向分析

第9章合成データ生成市場：地域別、推定・動向分析

第10章競合情勢