Global synthetic data generation market 2024-2028

Description

List of Tables

The synthetic data generation market is forecasted to grow by USD 2884.4 mn during 2023-2028, accelerating at a CAGR of 60.02% during the forecast period. The report on the synthetic data generation 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 rising demand for privacy protection, increase in content creation, and rise in adoption of ai and ml technologies.

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

Market Scope
Base Year	2024
End Year	2028
Series Year	2024-2028
Growth Momentum	Accelerate
YOY 2024	46.4%
CAGR	60.02%
Incremental Value	$2884.4mn

By End-user

Healthcare and life sciences
Retail and e-commerce
Transportation and logistics
IT and telecommunication
BFSI and others

By Type

Agent-based modelling
Direct modelling

By Geographical Landscape

North America
Europe
APAC
Middle East and Africa
South America

This study identifies the increase in deployment of large language models as one of the prime reasons driving the synthetic data generation market growth during the next few years. Also, growing interest of organizations in commercializing synthetic images and robust advancements in ml and computing innovation will lead to sizable demand in the market.

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

Synthetic data generation market sizing
Synthetic data generation market forecast
Synthetic data generation 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 synthetic data generation market vendors that include Alphabet Inc., Amazon.com Inc., AnyLogic North America LLC, Anyverse SL, DADoES Inc, Facteus Inc, GenRocket Inc., Gretel Labs Inc., Hazy Ltd., International Business Machines Corp., MDClone Ltd., Microsoft Corp., Neurolaboratories Ltd., NVIDIA Corp., OpenAI L.L.C., Synthesia Ltd., Synthesized Ltd, Syntheticus, Tata Consultancy Services Ltd., and YData. Also, the synthetic data generation 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 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 and vendor landscape in addition to an analysis of the key vendors.

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 research - both primary and secondary. 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 the accurate market growth.

Product Code: IRTNTR76161

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 Geographical Landscape
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Market Landscape

2.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
2.2 Market characteristics
- Market characteristics analysis
2.3 Value chain analysis
- Value Chain Analysis

3 Market Sizing

3.1 Market definition
- Offerings of companies included in the market definition
3.2 Market segment analysis
- Market segments
3.3 Market size 2023
3.4 Market outlook: Forecast for 2023-2028
- Chart on Global - Market size and forecast 2023-2028 ($ million)
- Data Table on Global - Market size and forecast 2023-2028 ($ million)
- Chart on Global Market: Year-over-year growth 2023-2028 (%)
- Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

4.1 Global Synthetic Data Generation Market 2018 - 2022
- Historic Market Size - Data Table on Global Synthetic Data Generation Market 2018 - 2022 ($ million)
4.2 End-user segment analysis 2018 - 2022
- Historic Market Size - End-user Segment 2018 - 2022 ($ million)
4.3 Type segment analysis 2018 - 2022
- Historic Market Size - Type Segment 2018 - 2022 ($ million)
4.4 Geography segment analysis 2018 - 2022
- Historic Market Size - Geography Segment 2018 - 2022 ($ million)
4.5 Country segment analysis 2018 - 2022
- Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

5.1 Five forces summary
- Five forces analysis - Comparison between 2023 and 2028
5.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2023 and 2028
5.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2023 and 2028
5.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2023 and 2028
5.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2023 and 2028
5.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2023 and 2028
5.7 Market condition
- Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by End-user

6.1 Market segments
- Chart on End-user - Market share 2023-2028 (%)
- Data Table on End-user - Market share 2023-2028 (%)
6.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
6.3 Healthcare and life sciences - Market size and forecast 2023-2028
- Chart on Healthcare and life sciences - Market size and forecast 2023-2028 ($ million)
- Data Table on Healthcare and life sciences - Market size and forecast 2023-2028 ($ million)
- Chart on Healthcare and life sciences - Year-over-year growth 2023-2028 (%)
- Data Table on Healthcare and life sciences - Year-over-year growth 2023-2028 (%)
6.4 Retail and e-commerce - Market size and forecast 2023-2028
- Chart on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
- Data Table on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
- Chart on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
- Data Table on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
6.5 Transportation and logistics - Market size and forecast 2023-2028
- Chart on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
- Data Table on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
- Chart on Transportation and logistics - Year-over-year growth 2023-2028 (%)
- Data Table on Transportation and logistics - Year-over-year growth 2023-2028 (%)
6.6 IT and telecommunication - Market size and forecast 2023-2028
- Chart on IT and telecommunication - Market size and forecast 2023-2028 ($ million)
- Data Table on IT and telecommunication - Market size and forecast 2023-2028 ($ million)
- Chart on IT and telecommunication - Year-over-year growth 2023-2028 (%)
- Data Table on IT and telecommunication - Year-over-year growth 2023-2028 (%)
6.7 BFSI and others - Market size and forecast 2023-2028
- Chart on BFSI and others - Market size and forecast 2023-2028 ($ million)
- Data Table on BFSI and others - Market size and forecast 2023-2028 ($ million)
- Chart on BFSI and others - Year-over-year growth 2023-2028 (%)
- Data Table on BFSI and others - Year-over-year growth 2023-2028 (%)
6.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Type

7.1 Market segments
- Chart on Type - Market share 2023-2028 (%)
- Data Table on Type - Market share 2023-2028 (%)
7.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
7.3 Agent-based modelling - Market size and forecast 2023-2028
- Chart on Agent-based modelling - Market size and forecast 2023-2028 ($ million)
- Data Table on Agent-based modelling - Market size and forecast 2023-2028 ($ million)
- Chart on Agent-based modelling - Year-over-year growth 2023-2028 (%)
- Data Table on Agent-based modelling - Year-over-year growth 2023-2028 (%)
7.4 Direct modelling - Market size and forecast 2023-2028
- Chart on Direct modelling - Market size and forecast 2023-2028 ($ million)
- Data Table on Direct modelling - Market size and forecast 2023-2028 ($ million)
- Chart on Direct modelling - Year-over-year growth 2023-2028 (%)
- Data Table on Direct modelling - Year-over-year growth 2023-2028 (%)
7.5 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

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

9 Geographic Landscape

9.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2023-2028 (%)
- Data Table on Market share By Geographical Landscape 2023-2028 (%)
9.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
9.3 North America - Market size and forecast 2023-2028
- Chart on North America - Market size and forecast 2023-2028 ($ million)
- Data Table on North America - Market size and forecast 2023-2028 ($ million)
- Chart on North America - Year-over-year growth 2023-2028 (%)
- Data Table on North America - Year-over-year growth 2023-2028 (%)
9.4 Europe - Market size and forecast 2023-2028
- Chart on Europe - Market size and forecast 2023-2028 ($ million)
- Data Table on Europe - Market size and forecast 2023-2028 ($ million)
- Chart on Europe - Year-over-year growth 2023-2028 (%)
- Data Table on Europe - Year-over-year growth 2023-2028 (%)
9.5 APAC - Market size and forecast 2023-2028
- Chart on APAC - Market size and forecast 2023-2028 ($ million)
- Data Table on APAC - Market size and forecast 2023-2028 ($ million)
- Chart on APAC - Year-over-year growth 2023-2028 (%)
- Data Table on APAC - Year-over-year growth 2023-2028 (%)
9.6 Middle East and Africa - Market size and forecast 2023-2028
- Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
9.7 South America - Market size and forecast 2023-2028
- Chart on South America - Market size and forecast 2023-2028 ($ million)
- Data Table on South America - Market size and forecast 2023-2028 ($ million)
- Chart on South America - Year-over-year growth 2023-2028 (%)
- Data Table on South America - Year-over-year growth 2023-2028 (%)
9.8 US - Market size and forecast 2023-2028
- Chart on US - Market size and forecast 2023-2028 ($ million)
- Data Table on US - Market size and forecast 2023-2028 ($ million)
- Chart on US - Year-over-year growth 2023-2028 (%)
- Data Table on US - Year-over-year growth 2023-2028 (%)
9.9 China - Market size and forecast 2023-2028
- Chart on China - Market size and forecast 2023-2028 ($ million)
- Data Table on China - Market size and forecast 2023-2028 ($ million)
- Chart on China - Year-over-year growth 2023-2028 (%)
- Data Table on China - Year-over-year growth 2023-2028 (%)
9.10 Germany - Market size and forecast 2023-2028
- Chart on Germany - Market size and forecast 2023-2028 ($ million)
- Data Table on Germany - Market size and forecast 2023-2028 ($ million)
- Chart on Germany - Year-over-year growth 2023-2028 (%)
- Data Table on Germany - Year-over-year growth 2023-2028 (%)
9.11 UK - Market size and forecast 2023-2028
- Chart on UK - Market size and forecast 2023-2028 ($ million)
- Data Table on UK - Market size and forecast 2023-2028 ($ million)
- Chart on UK - Year-over-year growth 2023-2028 (%)
- Data Table on UK - Year-over-year growth 2023-2028 (%)
9.12 Japan - Market size and forecast 2023-2028
- Chart on Japan - Market size and forecast 2023-2028 ($ million)
- Data Table on Japan - Market size and forecast 2023-2028 ($ million)
- Chart on Japan - Year-over-year growth 2023-2028 (%)
- Data Table on Japan - Year-over-year growth 2023-2028 (%)
9.13 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2023 and 2028
10.4 Market opportunities/restraints

11 Competitive Landscape

11.1 Overview
11.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
11.3 Landscape disruption
- Overview on factors of disruption
11.4 Industry risks
- Impact of key risks on business

12 Competitive Analysis

12.1 Companies profiled
- Companies covered
12.2 Market positioning of companies
- Matrix on companies position and classification
12.3 Alphabet Inc.
- Alphabet Inc. - Overview
- Alphabet Inc. - Business segments
- Alphabet Inc. - Key offerings
- Alphabet Inc. - Segment focus
12.4 Amazon.com Inc.
- Amazon.com Inc. - Overview
- Amazon.com Inc. - Business segments
- Amazon.com Inc. - Key news
- Amazon.com Inc. - Key offerings
- Amazon.com Inc. - Segment focus
12.5 Anyverse SL
- Anyverse SL - Overview
- Anyverse SL - Product / Service
- Anyverse SL - Key offerings
12.6 DADoES Inc
- DADoES Inc - Overview
- DADoES Inc - Product / Service
- DADoES Inc - Key offerings
12.7 Facteus Inc
- Facteus Inc - Overview
- Facteus Inc - Product / Service
- Facteus Inc - Key offerings
12.8 Hazy Ltd.
- Hazy Ltd. - Overview
- Hazy Ltd. - Product / Service
- Hazy Ltd. - Key offerings
12.9 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
12.10 MDClone Ltd.
- MDClone Ltd. - Overview
- MDClone Ltd. - Product / Service
- MDClone Ltd. - Key offerings
12.11 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
12.12 Neurolaboratories Ltd.
- Neurolaboratories Ltd. - Overview
- Neurolaboratories Ltd. - Product / Service
- Neurolaboratories Ltd. - Key offerings
12.13 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
12.14 OpenAI L.L.C.
- OpenAI L.L.C. - Overview
- OpenAI L.L.C. - Product / Service
- OpenAI L.L.C. - Key offerings
12.15 Synthesia Ltd.
- Synthesia Ltd. - Overview
- Synthesia Ltd. - Product / Service
- Synthesia Ltd. - Key offerings
12.16 Synthesized Ltd
- Synthesized Ltd - Overview
- Synthesized Ltd - Product / Service
- Synthesized Ltd - Key offerings
12.17 Tata Consultancy Services Ltd.
- Tata Consultancy Services Ltd. - Overview
- Tata Consultancy Services Ltd. - Business segments
- Tata Consultancy Services Ltd. - Key news
- Tata Consultancy Services Ltd. - Key offerings
- Tata Consultancy Services Ltd. - Segment focus

13 Appendix

13.1 Scope of the report
13.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
13.3 Currency conversion rates for US$
- Currency conversion rates for US$
13.4 Research methodology
- Research methodology
13.5 Data procurement
- Information sources
13.6 Data validation
- Data validation
13.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
13.8 Data synthesis
- Data synthesis
13.9 360 degree market analysis
- 360 degree market analysis
13.10 List of abbreviations
- List of abbreviations