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市場調查報告書

商品編碼

1937579

2026-2030年全球合成資料生成軟體市場

Global Synthetic Data Generation Software Market 2026-2030

出版日期: 2026年02月11日 | 出版商:

TechNavio | 英文 313 Pages | 訂單完成後即時交付

價格

簡介目錄

全球合成數據生成軟體市場預計從 2025 年到 2030 年將成長 30.536 億美元，預測期內複合年成長率為 46.4%。

本報告對全球合成數據生成軟體市場進行了全面分析，包括市場規模和預測、趨勢、成長要素和挑戰，以及對約 25 家公司的供應商分析。

該報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析。推動市場發展的因素包括：日益成長的個人資訊保護監管壓力、人工智慧開發中對多樣化且大量訓練數據的迫切需求、成本最佳化以及數位產品上市時間的縮短。

本研究採用客觀的方法，結合一手和二手資料，包括主要產業相關人員的意見。報告包含全面的市場規模數據、區域細分分析、供應商格局以及對主要企業的分析。報告提供歷史數據和預測數據。

市場覆蓋範圍
基準年	2026
年末	2030
預測期	2026-2030
成長勢頭	加速度
2026 年與前一年相比	40.8%
複合年成長率	46.4%
增量	30.536億美元

該研究指出，隱私合規性的不斷提高和隱私增強技術的普及是未來幾年推動全球合成數據生成軟體市場成長的主要因素之一。此外，將生成式人工智慧整合到大規模語言模型中以實現高保真數據增強，以及數位雙胞胎和用於自主系統的模擬環境的擴展，預計也將為市場帶來巨大的需求。

區域細分
區域比較
北美洲
- 美國
- 加拿大
- 墨西哥
歐洲
- 德國
- 英國
- 法國
- 荷蘭
- 義大利
- 西班牙
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 澳洲
- 印尼
中東和非洲
- 沙烏地阿拉伯
- 阿拉伯聯合大公國
- 南非
- 以色列
- 土耳其
南美洲
- 巴西
- 阿根廷
- 哥倫比亞
各區域的市場機遇

第13章：促進因素、挑戰與機遇

市場促進因素
市場挑戰
促進因素和挑戰的影響
市場機遇

第14章競爭格局

概述
競爭格局
令人困惑的局面
產業風險

第15章競爭分析

公司簡介
企業排名指數
公司市場定位
Aetion Inc.
GenRocket Inc.
Google LLC
MDClone Ltd.
MOSTLY AI
NVIDIA Corp.
Parallel Domain
Rendered.ai
SAS Institute Inc.
Scale AI
Synthesized Ltd
Syntho
Tonic AI Inc.
Unity Technologies Inc.
YData

第16章附錄

簡介目錄

Product Code: IRTNTR81289

The global synthetic data generation software market is forecasted to grow by USD 3053.6 mn during 2025-2030, accelerating at a CAGR of 46.4% during the forecast period. The report on the global synthetic data generation software market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by escalating regulatory pressures to protect personal information, indispensable need for diverse and high-volume training data in AI development, cost optimization and accelerated time-to-market for digital products.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Market Scope
Base Year	2026
End Year	2030
Series Year	2026-2030
Growth Momentum	Accelerate
YOY 2026	40.8%
CAGR	46.4%
Incremental Value	$3053.6 mn

Technavio's global synthetic data generation software market is segmented as below:

By Data Type

Structured tabular data
Image and video data
Text and NLP data
Time series and sensor data

By End-User

BFSI
Healthcare and life sciences
Retail and e-commerce
Automotive and mobility
Others

By Application

AI and ML model training
Data privacy and compliance testing
Software testing and QA
Fraud detection and cybersecurity

Geography

North America
- US
- Canada
- Mexico
Europe
- Germany
- UK
- France
- The Netherlands
- Italy
- Spain
APAC
- China
- India
- Japan
- South Korea
- Australia
- Indonesia
Middle East and Africa
- UAE
- South Africa
- Turkey
South America
- Brazil
- Argentina
- Colombia
Rest of World (ROW)

This study identifies the enhanced privacy compliance and proliferation of privacy-enhancing technologies as one of the prime reasons driving the global synthetic data generation software market growth during the next few years. Also, integration of generative AI for high-fidelity data augmentation in large language models and expansion of digital twins and simulated environments for autonomous systems will lead to sizable demand in the market.

The report on the global synthetic data generation software market covers the following areas:

Global synthetic data generation software market sizing
Global synthetic data generation software market forecast
Global synthetic data generation software market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global synthetic data generation software market vendors that include Aetion Inc., Capgemini SE, Databricks Inc., GenRocket Inc., Google LLC, Gretel AI, K2View, MDClone Ltd., MOSTLY AI, NVIDIA Corp., Parallel Domain, Rendered.ai, SAS Institute Inc., Scale AI, Synth Studio, Synthesized Ltd, Syntho, Tonic AI Inc., Unity Technologies Inc., YData. Also, the global synthetic data generation software market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Data Type
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
2.3 Factors of disruption
2.4 Impact of drivers and challenges

3 Market Landscape

3.1 Market ecosystem
3.2 Market characteristics
3.3 Value chain analysis

4 Market Sizing

4.1 Market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2025
4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

5.1 Global Synthetic Data Generation Software Market 2020 - 2024
- Historic Market Size - Data Table on Global Synthetic Data Generation Software Market 2020 - 2024 ($ million)
5.2 Data Type segment analysis 2020 - 2024
- Historic Market Size - Data Type Segment 2020 - 2024 ($ million)
5.3 End-user segment analysis 2020 - 2024
- Historic Market Size - End-user Segment 2020 - 2024 ($ million)
5.4 Application segment analysis 2020 - 2024
- Historic Market Size - Application Segment 2020 - 2024 ($ million)
5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
5.6 Country segment analysis 2020 - 2024
- Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

6.1 Impact of AI on the Global Synthetic Data Generation Software Market

7 Five Forces Analysis

7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
7.7 Market condition

8 Market Segmentation by Data Type

8.1 Market segments
8.2 Comparison by Data Type
8.3 Structured tabular data - Market size and forecast 2025-2030
8.4 Image and video data - Market size and forecast 2025-2030
8.5 Text and NLP data - Market size and forecast 2025-2030
8.6 Time series and sensor data - Market size and forecast 2025-2030
8.7 Market opportunity by Data Type
- Market opportunity by Market Segmentation by Data Type ($ million)

9 Market Segmentation by End-user

9.1 Market segments
9.2 Comparison by End-user
9.3 BFSI - Market size and forecast 2025-2030
9.4 Healthcare and life sciences - Market size and forecast 2025-2030
9.5 Retail and e-commerce - Market size and forecast 2025-2030
9.6 Automotive and mobility - Market size and forecast 2025-2030
9.7 Others - Market size and forecast 2025-2030
9.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)

10 Market Segmentation by Application

10.1 Market segments
10.2 Comparison by Application
10.3 AI and ML model training - Market size and forecast 2025-2030
10.4 Data privacy and compliance testing - Market size and forecast 2025-2030
10.5 Software testing and QA - Market size and forecast 2025-2030
10.6 Fraud detection and cybersecurity - Market size and forecast 2025-2030
10.7 Market opportunity by Application
- Market opportunity by Application ($ million)

11 Customer Landscape

11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

12.1 Geographic segmentation
12.2 Geographic comparison
12.3 North America - Market size and forecast 2025-2030
- 12.3.1 US - Market size and forecast 2025-2030
- 12.3.2 Canada - Market size and forecast 2025-2030
- 12.3.3 Mexico - Market size and forecast 2025-2030
12.4 Europe - Market size and forecast 2025-2030
- 12.4.1 Germany - Market size and forecast 2025-2030
- 12.4.2 UK - Market size and forecast 2025-2030
- 12.4.3 France - Market size and forecast 2025-2030
- 12.4.4 The Netherlands - Market size and forecast 2025-2030
- 12.4.5 Italy - Market size and forecast 2025-2030
- 12.4.6 Spain - Market size and forecast 2025-2030
12.5 APAC - Market size and forecast 2025-2030
- 12.5.1 China - Market size and forecast 2025-2030
- 12.5.2 India - Market size and forecast 2025-2030
- 12.5.3 Japan - Market size and forecast 2025-2030
- 12.5.4 South Korea - Market size and forecast 2025-2030
- 12.5.5 Australia - Market size and forecast 2025-2030
- 12.5.6 Indonesia - Market size and forecast 2025-2030
12.6 Middle East and Africa - Market size and forecast 2025-2030
- 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
- 12.6.2 UAE - Market size and forecast 2025-2030
- 12.6.3 South Africa - Market size and forecast 2025-2030
- 12.6.4 Israel - Market size and forecast 2025-2030
- 12.6.5 Turkey - Market size and forecast 2025-2030
12.7 South America - Market size and forecast 2025-2030
- 12.7.1 Brazil - Market size and forecast 2025-2030
- 12.7.2 Argentina - Market size and forecast 2025-2030
- 12.7.3 Colombia - Market size and forecast 2025-2030
12.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

13.1 Market drivers
- Escalating regulatory pressures to protect personal information
- Indispensable need for diverse and high-volume training data in AI development
- Cost optimization and accelerated time-to-market for digital products
13.2 Market challenges
- Maintaining data fidelity and preventing risk of model collapse
- Integration complexities and interoperability with legacy data infrastructures
- Lack of universal standards regarding synthetic outputs
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
13.4 Market opportunities
- Enhanced privacy compliance and proliferation of privacy-enhancing technologies
- Integration of generative AI for high-fidelity data augmentation in large language models
- Expansion of digital twins and simulated environments for autonomous systems

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 Aetion Inc.
- Aetion Inc. - Overview
- Aetion Inc. - Product / Service
- Aetion Inc. - Key offerings
- SWOT
15.5 GenRocket Inc.
- GenRocket Inc. - Overview
- GenRocket Inc. - Product / Service
- GenRocket Inc. - Key offerings
- SWOT
15.6 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
15.7 MDClone Ltd.
- MDClone Ltd. - Overview
- MDClone Ltd. - Product / Service
- MDClone Ltd. - Key offerings
- SWOT
15.8 MOSTLY AI
- MOSTLY AI - Overview
- MOSTLY AI - Product / Service
- MOSTLY AI - Key offerings
- SWOT
15.9 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
15.10 Parallel Domain
- Parallel Domain - Overview
- Parallel Domain - Product / Service
- Parallel Domain - Key offerings
- SWOT
15.11 Rendered.ai
- Rendered.ai - Overview
- Rendered.ai - Product / Service
- Rendered.ai - Key offerings
- SWOT
15.12 SAS Institute Inc.
- SAS Institute Inc. - Overview
- SAS Institute Inc. - Product / Service
- SAS Institute Inc. - Key news
- SAS Institute Inc. - Key offerings
- SWOT
15.13 Scale AI
- Scale AI - Overview
- Scale AI - Product / Service
- Scale AI - Key offerings
- SWOT
15.14 Synthesized Ltd
- Synthesized Ltd - Overview
- Synthesized Ltd - Product / Service
- Synthesized Ltd - Key offerings
- SWOT
15.15 Syntho
- Syntho - Overview
- Syntho - Product / Service
- Syntho - Key offerings
- SWOT
15.16 Tonic AI Inc.
- Tonic AI Inc. - Overview
- Tonic AI Inc. - Product / Service
- Tonic AI Inc. - Key offerings
- SWOT
15.17 Unity Technologies Inc.
- Unity Technologies Inc. - Overview
- Unity Technologies Inc. - Business segments
- Unity Technologies Inc. - Key news
- Unity Technologies Inc. - Key offerings
- Unity Technologies Inc. - Segment focus
- SWOT
15.18 YData
- YData - Overview
- YData - Product / Service
- YData - Key offerings
- SWOT

16 Appendix

16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations