Global Synthetic Data Generation Market 2023-2027

Description

List of Tables

The synthetic data generation market is forecasted to grow by USD 1072 mn during 2022-2027, accelerating at a CAGR of 43.13% 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	2022
End Year	2027
Series Year	2023-2027
Growth Momentum	Accelerate
YOY 2023	41.95%
CAGR	43.13%
Incremental Value	$1072mn

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 Geography

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., 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., YData, and Hazy Ltd.. 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
Exhibit 01: Executive Summary - Chart on Market Overview
Exhibit 02: Executive Summary - Data Table on Market Overview
Exhibit 03: Executive Summary - Chart on Global Market Characteristics
Exhibit 04: Executive Summary - Chart on Market by Geography
Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user
Exhibit 06: Executive Summary - Chart on Market Segmentation by Type
Exhibit 07: Executive Summary - Chart on Incremental Growth
Exhibit 08: Executive Summary - Data Table on Incremental Growth
Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

2.1 Market ecosystem
Exhibit 10: Parent market
Exhibit 11: Market Characteristics

3 Market Sizing

3.1 Market definition
Exhibit 12: Offerings of vendors included in the market definition
3.2 Market segment analysis
Exhibit 13: Market segments
3.3 Market size 2022
3.4 Market outlook: Forecast for 2022-2027
Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

4.1 Global synthetic data generation market 2017 - 2021
Exhibit 18: Historic Market Size - Data Table on global synthetic data generation market 2017 - 2021 ($ million)
4.2 End-user Segment Analysis 2017 - 2021
Exhibit 19: Historic Market Size - End-user Segment 2017 - 2021 ($ million)
4.3 Type Segment Analysis 2017 - 2021
Exhibit 20: Historic Market Size - Type Segment 2017 - 2021 ($ million)
4.4 Geography Segment Analysis 2017 - 2021
Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
4.5 Country Segment Analysis 2017 - 2021
Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

5.1 Five forces summary
Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
5.2 Bargaining power of buyers
Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
5.3 Bargaining power of suppliers
Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
5.4 Threat of new entrants
Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
5.5 Threat of substitutes
Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
5.6 Threat of rivalry
Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
5.7 Market condition
Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by End-user

6.1 Market segments
Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
6.2 Comparison by End-user
Exhibit 32: Chart on Comparison by End-user
Exhibit 33: Data Table on Comparison by End-user
6.3 Healthcare and life sciences - Market size and forecast 2022-2027
Exhibit 34: Chart on Healthcare and life sciences - Market size and forecast 2022-2027 ($ million)
Exhibit 35: Data Table on Healthcare and life sciences - Market size and forecast 2022-2027 ($ million)
Exhibit 36: Chart on Healthcare and life sciences - Year-over-year growth 2022-2027 (%)
Exhibit 37: Data Table on Healthcare and life sciences - Year-over-year growth 2022-2027 (%)
6.4 Retail and e-commerce - Market size and forecast 2022-2027
Exhibit 38: Chart on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
Exhibit 39: Data Table on Retail and e-commerce - Market size and forecast 2022-2027 ($ million)
Exhibit 40: Chart on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
Exhibit 41: Data Table on Retail and e-commerce - Year-over-year growth 2022-2027 (%)
6.5 Transportation and logistics - Market size and forecast 2022-2027
Exhibit 42: Chart on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
Exhibit 43: Data Table on Transportation and logistics - Market size and forecast 2022-2027 ($ million)
Exhibit 44: Chart on Transportation and logistics - Year-over-year growth 2022-2027 (%)
Exhibit 45: Data Table on Transportation and logistics - Year-over-year growth 2022-2027 (%)
6.6 IT and telecommunication - Market size and forecast 2022-2027
Exhibit 46: Chart on IT and telecommunication - Market size and forecast 2022-2027 ($ million)
Exhibit 47: Data Table on IT and telecommunication - Market size and forecast 2022-2027 ($ million)
Exhibit 48: Chart on IT and telecommunication - Year-over-year growth 2022-2027 (%)
Exhibit 49: Data Table on IT and telecommunication - Year-over-year growth 2022-2027 (%)
6.7 BFSI and others - Market size and forecast 2022-2027
Exhibit 50: Chart on BFSI and others - Market size and forecast 2022-2027 ($ million)
Exhibit 51: Data Table on BFSI and others - Market size and forecast 2022-2027 ($ million)
Exhibit 52: Chart on BFSI and others - Year-over-year growth 2022-2027 (%)
Exhibit 53: Data Table on BFSI and others - Year-over-year growth 2022-2027 (%)
6.8 Market opportunity by End-user
Exhibit 54: Market opportunity by End-user ($ million)
Exhibit 55: Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Type

7.1 Market segments
Exhibit 56: Chart on Type - Market share 2022-2027 (%)
Exhibit 57: Data Table on Type - Market share 2022-2027 (%)
7.2 Comparison by Type
Exhibit 58: Chart on Comparison by Type
Exhibit 59: Data Table on Comparison by Type
7.3 Agent-based modelling - Market size and forecast 2022-2027
Exhibit 60: Chart on Agent-based modelling - Market size and forecast 2022-2027 ($ million)
Exhibit 61: Data Table on Agent-based modelling - Market size and forecast 2022-2027 ($ million)
Exhibit 62: Chart on Agent-based modelling - Year-over-year growth 2022-2027 (%)
Exhibit 63: Data Table on Agent-based modelling - Year-over-year growth 2022-2027 (%)
7.4 Direct modelling - Market size and forecast 2022-2027
Exhibit 64: Chart on Direct modelling - Market size and forecast 2022-2027 ($ million)
Exhibit 65: Data Table on Direct modelling - Market size and forecast 2022-2027 ($ million)
Exhibit 66: Chart on Direct modelling - Year-over-year growth 2022-2027 (%)
Exhibit 67: Data Table on Direct modelling - Year-over-year growth 2022-2027 (%)
7.5 Market opportunity by Type
Exhibit 68: Market opportunity by Type ($ million)
Exhibit 69: Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

8.1 Customer landscape overview
Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

9.1 Geographic segmentation
Exhibit 71: Chart on Market share by geography 2022-2027 (%)
Exhibit 72: Data Table on Market share by geography 2022-2027 (%)
9.2 Geographic comparison
Exhibit 73: Chart on Geographic comparison
Exhibit 74: Data Table on Geographic comparison
9.3 North America - Market size and forecast 2022-2027
Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million)
Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
9.4 Europe - Market size and forecast 2022-2027
Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
9.5 APAC - Market size and forecast 2022-2027
Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
9.6 Middle East and Africa - Market size and forecast 2022-2027
Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
9.7 South America - Market size and forecast 2022-2027
Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
9.8 US - Market size and forecast 2022-2027
Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million)
Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million)
Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
9.9 China - Market size and forecast 2022-2027
Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million)
Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million)
Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
9.10 Germany - Market size and forecast 2022-2027
Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)
9.11 UK - Market size and forecast 2022-2027
Exhibit 107: Chart on UK - Market size and forecast 2022-2027 ($ million)
Exhibit 108: Data Table on UK - Market size and forecast 2022-2027 ($ million)
Exhibit 109: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibit 110: Data Table on UK - Year-over-year growth 2022-2027 (%)
9.12 Japan - Market size and forecast 2022-2027
Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million)
Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
9.13 Market opportunity by geography
Exhibit 115: Market opportunity by geography ($ million)
Exhibit 116: Data Tables on Market opportunity by geography ($ million)

10 Drivers, Challenges, and Trends

10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
Exhibit 117: Impact of drivers and challenges in 2022 and 2027
10.4 Market trends

11 Vendor Landscape

11.1 Overview
11.2 Vendor landscape
Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
11.3 Landscape disruption
Exhibit 119: Overview on factors of disruption
11.4 Industry risks
Exhibit 120: Impact of key risks on business

12 Vendor Analysis

12.1 Vendors covered
Exhibit 121: Vendors covered
12.2 Market positioning of vendors
Exhibit 122: Matrix on vendor position and classification
12.3 Alphabet Inc.
Exhibit 123: Alphabet Inc. - Overview
Exhibit 124: Alphabet Inc. - Business segments
Exhibit 125: Alphabet Inc. - Key news
Exhibit 126: Alphabet Inc. - Key offerings
Exhibit 127: Alphabet Inc. - Segment focus
12.4 Amazon.com Inc.
Exhibit 128: Amazon.com Inc. - Overview
Exhibit 129: Amazon.com Inc. - Business segments
Exhibit 130: Amazon.com Inc. - Key news
Exhibit 131: Amazon.com Inc. - Key offerings
Exhibit 132: Amazon.com Inc. - Segment focus
12.5 Anyverse SL
Exhibit 133: Anyverse SL - Overview
Exhibit 134: Anyverse SL - Product / Service
Exhibit 135: Anyverse SL - Key offerings
12.6 DADoES Inc
Exhibit 136: DADoES Inc - Overview
Exhibit 137: DADoES Inc - Product / Service
Exhibit 138: DADoES Inc - Key offerings
12.7 Facteus Inc
Exhibit 139: Facteus Inc - Overview
Exhibit 140: Facteus Inc - Product / Service
Exhibit 141: Facteus Inc - Key offerings
12.8 Hazy Ltd.
Exhibit 142: Hazy Ltd. - Overview
Exhibit 143: Hazy Ltd. - Product / Service
Exhibit 144: Hazy Ltd. - Key offerings
12.9 International Business Machines Corp.
Exhibit 145: International Business Machines Corp. - Overview
Exhibit 146: International Business Machines Corp. - Business segments
Exhibit 147: International Business Machines Corp. - Key news
Exhibit 148: International Business Machines Corp. - Key offerings
Exhibit 149: International Business Machines Corp. - Segment focus
12.10 MDClone Ltd.
Exhibit 150: MDClone Ltd. - Overview
Exhibit 151: MDClone Ltd. - Product / Service
Exhibit 152: MDClone Ltd. - Key offerings
12.11 Microsoft Corp.
Exhibit 153: Microsoft Corp. - Overview
Exhibit 154: Microsoft Corp. - Business segments
Exhibit 155: Microsoft Corp. - Key news
Exhibit 156: Microsoft Corp. - Key offerings
Exhibit 157: Microsoft Corp. - Segment focus
12.12 Neurolaboratories Ltd.
Exhibit 158: Neurolaboratories Ltd. - Overview
Exhibit 159: Neurolaboratories Ltd. - Product / Service
Exhibit 160: Neurolaboratories Ltd. - Key offerings
12.13 NVIDIA Corp.
Exhibit 161: NVIDIA Corp. - Overview
Exhibit 162: NVIDIA Corp. - Business segments
Exhibit 163: NVIDIA Corp. - Key news
Exhibit 164: NVIDIA Corp. - Key offerings
Exhibit 165: NVIDIA Corp. - Segment focus
12.14 OpenAI L.L.C.
Exhibit 166: OpenAI L.L.C. - Overview
Exhibit 167: OpenAI L.L.C. - Product / Service
Exhibit 168: OpenAI L.L.C. - Key offerings
12.15 Synthesia Ltd.
Exhibit 169: Synthesia Ltd. - Overview
Exhibit 170: Synthesia Ltd. - Product / Service
Exhibit 171: Synthesia Ltd. - Key offerings
12.16 Synthesized Ltd
Exhibit 172: Synthesized Ltd - Overview
Exhibit 173: Synthesized Ltd - Product / Service
Exhibit 174: Synthesized Ltd - Key offerings
12.17 Tata Consultancy Services Ltd.
Exhibit 175: Tata Consultancy Services Ltd. - Overview
Exhibit 176: Tata Consultancy Services Ltd. - Business segments
Exhibit 177: Tata Consultancy Services Ltd. - Key news
Exhibit 178: Tata Consultancy Services Ltd. - Key offerings
Exhibit 179: Tata Consultancy Services Ltd. - Segment focus

13 Appendix

13.1 Scope of the report
13.2 Inclusions and exclusions checklist
Exhibit 180: Inclusions checklist
Exhibit 181: Exclusions checklist
13.3 Currency conversion rates for US$
Exhibit 182: Currency conversion rates for US$
13.4 Research methodology
Exhibit 183: Research methodology
Exhibit 184: Validation techniques employed for market sizing
Exhibit 185: Information sources
13.5 List of abbreviations
Exhibit 186: List of abbreviations