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시장보고서
상품코드
2005674
합성 데이터 생성 플랫폼 시장(2026-2030년)Global Synthetic Data Generation Platforms Market 2026-2030 |
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세계의 합성 데이터 생성 플랫폼 시장은 2025-2030년 25억 320만 달러 증가하고, 예측 기간 중 연평균 복합 성장률(CAGR)은 36.1%를 나타낼 것으로 예측됩니다. 세계의 합성 데이터 생성 플랫폼 시장에 관한 본 보고서에서는 종합적 분석, 시장 규모와 예측, 동향, 성장요인, 과제와 약 25개사 벤더를 대상으로 한 벤더 분석을 제공합니다.
이 보고서는 현재 시장 상황, 최신 동향 및 성장요인, 그리고 전체 시장 환경에 대한 최신 분석을 제공합니다. 이 시장은 데이터 프라이버시 규제 강화와 엄격한 컴플라이언스 요건, 인공지능(AI)을 위한 고품질 학습 데이터 부족에 대한 대응, 알고리즘 편향성 감소, 모델 공정성 향상 등의 요인에 의해 주도되고 있습니다.
이번 조사는 업계 주요 관계자들의 의견을 포함한 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석과 함께 부문 및 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 수록되어 있습니다.
| 시장 범위 | |
|---|---|
| 기준연도 | 2026년 |
| 종료연도 | 2030 |
| 조사 기간 | 2026-2030년 |
| 성장 모멘텀 | 가속 |
| 2026년 대비 | 34.9% |
| CAGR | 36.1% |
| 증가액 | 25억 320만 달러 |
이 보고서는 자동 데이터 확장을 위한 생성형 AI의 통합이 빠르게 확대되고 있는 것이 향후 몇 년 동안 세계 합성 데이터 생성 플랫폼 시장의 성장을 견인할 주요 요인 중 하나 및 분석했습니다. 또한, 합성 데이터와 차등 프라이버시 및 수학적 검증의 결합, 그리고 고위험 데이터 환경을 위한 산업별 특화 솔루션의 등장으로 인해 시장에서 상당한 수요가 발생할 것으로 예측됩니다.
목차
제1장 주요 요약
제2장 Technavio 분석
제3장 시장 구도
제4장 시장 규모
제5장 시장 규모 실적
제6장 정성 분석
제7장 Five Forces 분석
제8장 시장 세분화 : 유형별
제9장 시장 세분화 : 제품 유형별
제10장 시장 세분화 : 전개 형태별
제11장 고객 현황
제12장 지역별 상황
제13장 성장 촉진요인, 과제 및 기회
제14장 경쟁 구도
제15장 경쟁 분석
제16장 부록
LSH 26.04.30The global synthetic data generation platforms market is forecasted to grow by USD 2503.2 mn during 2025-2030, accelerating at a CAGR of 36.1% during the forecast period. The report on the global synthetic data generation platforms 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 data privacy regulations and stringent compliance requirements, addressing scarcity of high-quality training data for artificial intelligence, mitigation of algorithmic bias and enhancement of model fairness.
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 | 34.9% |
| CAGR | 36.1% |
| Incremental Value | $2503.2 mn |
Technavio's global synthetic data generation platforms market is segmented as below:
By Type
- Tabular data
- Image and video data
- NLP data
- Others
By Product Type
- Fully synthetic data
- Partially synthetic data
By Deployment
- Cloud based
- On premises
Geography
- North America
- US
- Canada
- Mexico
- Europe
- UK
- Germany
- France
- Italy
- The Netherlands
- 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 proliferation of generative AI integration for automated data augmentation as one of the prime reasons driving the global synthetic data generation platforms market growth during the next few years. Also, convergence of synthetic data with differential privacy and mathematical validation and rise of industry-specific verticals for high-stakes data environments will lead to sizable demand in the market.
The report on the global synthetic data generation platforms market covers the following areas:
- Global synthetic data generation platforms market sizing
- Global synthetic data generation platforms market forecast
- Global synthetic data generation platforms 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 platforms market vendors that include Anonos., BetterData Pte Ltd., Broadcom Inc., Capgemini SE, DataGen., Facteus Inc., GenRocket Inc., Gretel AI, Informatica Inc., K2view Ltd., MDClone Ltd., MOSTLY AI, Oracle Corp., Parallel Domain, Perforce Software Inc., Rendered.ai, SAP SE, Syntho, Tonic AI Inc., YData Labs Inc. Also, the global synthetic data generation platforms 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.
Table of Contents
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 Type
- Executive Summary - Chart on Market Segmentation by Product Type
- Executive Summary - Chart on Market Segmentation by Deployment
- 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 Platforms Market 2020 - 2024
- Historic Market Size - Data Table on Global Synthetic Data Generation Platforms Market 2020 - 2024 ($ million)
- 5.2 Type segment analysis 2020 - 2024
- Historic Market Size - Type Segment 2020 - 2024 ($ million)
- 5.3 Product Type segment analysis 2020 - 2024
- Historic Market Size - Product Type Segment 2020 - 2024 ($ million)
- 5.4 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment 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 The AI impact on Global Synthetic Data Generation Platforms Market
- 6.2 Impact of geopolitical conflicts on Global Synthetic Data Generation Platforms 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 Type
- 8.1 Market segments
- 8.2 Comparison by Type
- 8.3 Tabular data - Market size and forecast 2025-2030
- 8.4 Image and video data - Market size and forecast 2025-2030
- 8.5 NLP data - Market size and forecast 2025-2030
- 8.6 Others - Market size and forecast 2025-2030
- 8.7 Market opportunity by Type
- Market opportunity by Type ($ million)
9 Market Segmentation by Product Type
- 9.1 Market segments
- 9.2 Comparison by Product Type
- 9.3 Fully synthetic data - Market size and forecast 2025-2030
- 9.4 Partially synthetic data - Market size and forecast 2025-2030
- 9.5 Market opportunity by Product Type
- Market opportunity by Product Type ($ million)
10 Market Segmentation by Deployment
- 10.1 Market segments
- 10.2 Comparison by Deployment
- 10.3 Cloud based - Market size and forecast 2025-2030
- 10.4 On premises - Market size and forecast 2025-2030
- 10.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ 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 UK - Market size and forecast 2025-2030
- 12.4.2 Germany - Market size and forecast 2025-2030
- 12.4.3 France - Market size and forecast 2025-2030
- 12.4.4 Italy - Market size and forecast 2025-2030
- 12.4.5 The Netherlands - 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 data privacy regulations and stringent compliance requirements
- Addressing scarcity of high-quality training data for artificial intelligence
- Mitigation of algorithmic bias and enhancement of model fairness
- 13.2 Market challenges
- Maintaining high fidelity and ensuring statistical accuracy across complex datasets
- Proliferation of model collapse and risks of recursive training cycles
- Regulatory ambiguity and absence of global anonymization standards
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
- 13.4 Market opportunities
- Proliferation of generative AI integration for automated data augmentation
- Convergence of synthetic data with differential privacy and mathematical validation
- Rise of industry-specific verticals for high-stakes data environments
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 Anonos.
- Anonos. - Overview
- Anonos. - Product / Service
- Anonos. - Key offerings
- SWOT
- 15.5 BetterData Pte Ltd.
- BetterData Pte Ltd. - Overview
- BetterData Pte Ltd. - Product / Service
- BetterData Pte Ltd. - Key offerings
- SWOT
- 15.6 Broadcom Inc.
- Broadcom Inc. - Overview
- Broadcom Inc. - Business segments
- Broadcom Inc. - Key offerings
- Broadcom Inc. - Segment focus
- SWOT
- 15.7 Capgemini SE
- Capgemini SE - Overview
- Capgemini SE - Business segments
- Capgemini SE - Key news
- Capgemini SE - Key offerings
- Capgemini SE - Segment focus
- SWOT
- 15.8 DataGen.
- DataGen. - Overview
- DataGen. - Product / Service
- DataGen. - Key offerings
- SWOT
- 15.9 Facteus Inc.
- Facteus Inc. - Overview
- Facteus Inc. - Product / Service
- Facteus Inc. - Key offerings
- SWOT
- 15.10 GenRocket Inc.
- GenRocket Inc. - Overview
- GenRocket Inc. - Product / Service
- GenRocket Inc. - Key offerings
- SWOT
- 15.11 Gretel AI
- Gretel AI - Overview
- Gretel AI - Product / Service
- Gretel AI - Key offerings
- SWOT
- 15.12 Informatica Inc.
- Informatica Inc. - Overview
- Informatica Inc. - Business segments
- Informatica Inc. - Key offerings
- Informatica Inc. - Segment focus
- SWOT
- 15.13 K2view Ltd.
- K2view Ltd. - Overview
- K2view Ltd. - Product / Service
- K2view Ltd. - Key offerings
- SWOT
- 15.14 MDClone Ltd.
- MDClone Ltd. - Overview
- MDClone Ltd. - Product / Service
- MDClone Ltd. - Key offerings
- SWOT
- 15.15 MOSTLY AI
- MOSTLY AI - Overview
- MOSTLY AI - Product / Service
- MOSTLY AI - Key offerings
- SWOT
- 15.16 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- 15.17 Parallel Domain
- Parallel Domain - Overview
- Parallel Domain - Product / Service
- Parallel Domain - Key offerings
- SWOT
- 15.18 Perforce Software Inc.
- Perforce Software Inc. - Overview
- Perforce Software Inc. - Product / Service
- Perforce Software Inc. - 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
