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Asia Pacific Synthetic Data Generation Market Size, Share & Industry Trends Analysis Report by Application, Offering, Data Type, Modeling Type (Agent-based Modeling and Direct Modeling), End-use, Country and Growth Forecast, 2022-2028

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    Report

  • 104 Pages
  • October 2022
  • Region: Asia Pacific
  • Marqual IT Solutions Pvt. Ltd (KBV Research)
  • ID: 5694575
The Asia Pacific Synthetic Data Generation Market should witness market growth of 35.3% CAGR during the forecast period (2022-2028).

The artificial intelligence system is presented with a dataset of real data and trains to generate artificial data that retains the original dataset's general qualities. As a means of safeguarding patient privacy and enhancing clinical research, synthetic data has drawn considerable attention. Synthetic data allows for the creation of phony patient records and medical imaging that is really non-identifiable because the content does not pertain to a real person.

In a sense, synthetic data is a derivation of the original actual data, but no one synthetic data point can be associated with a single real data point. The generation of synthetic data held significant promise for enhancing clinical research, protecting patient privacy, and diversifying databases. Furthermore, the emergence of synthetic data has also developed an industry of companies aiming to monetize phony data and facilitate cross-border data sharing.

The adoption of artificial intelligence is increasing majorly throughout the region. More than one-third of China's AI market is covered by the finance, retail, and high-tech industries, where AI adoption is significant. In the tech industry, for instance, ByteDance and Alibaba, both household names in China, are renowned for their highly tailored AI-driven consumer applications. In fact, the majority of AI applications that have been extensively embraced in China to date have been in consumer-facing businesses, driven by the world's largest internet user base and the capacity to engage with customers in novel ways to boost revenue, customer loyalty, and market valuations.

The China market dominated the Asia Pacific Synthetic Data Generation Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $66,038 Thousands by 2028.The Japan market is estimated to grow a CAGR of 34.5% during (2022-2028). Additionally, The India market would exhibit a CAGR of 36.2% during (2022-2028).

Based on Application, the market is segmented into Natural Language Processing, Data Protection, Predictive Analytics, Computer Vision Algorithms and Data Sharing & Others. Based on Offering, the market is segmented into Fully Synthetic Data, Partially Synthetic Data and Hybrid Synthetic Data. Based on Data Type, the market is segmented into Tabular Data, Text Data, Image & Video Data and Others. Based on Modeling Type, the market is segmented into Agent-based Modeling and Direct Modeling. Based on End-use, the market is segmented into Healthcare & Life sciences, IT & Telecommunication, Transportation & Logistics, Retail & E-commerce, BFSI, Consumer Electronics and Manufacturing & Others. Based on countries, the market is segmented into China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia Pacific.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Kinetic Vision, Inc. (Deep Vision Data), MOSTLY AI Solutions MP GmbH, Synthesis AI, Inc., Statice GmbH, YData, Ekobit d.o.o, Hazy Limited, Kymera-labs, MDClone Limited, and Neuromation.

Scope of the Study

By Application

  • Natural Language Processing
  • Data Protection
  • Predictive Analytics
  • Computer Vision Algorithms
  • Data Sharing & Others

By Offering

  • Fully Synthetic Data
  • Partially Synthetic Data
  • Hybrid Synthetic Data

By Data Type

  • Tabular Data
  • Text Data
  • Image & Video Data
  • Others

By Modeling Type

  • Agent-based Modeling
  • Direct Modeling

By End-use

  • Healthcare & Life sciences
  • IT & Telecommunication
  • Transportation & Logistics
  • Retail & E-commerce
  • BFSI
  • Consumer Electronics
  • Manufacturing & Others

By Country

  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific

Key Market Players

List of Companies Profiled in the Report:

  • Kinetic Vision, Inc. (Deep Vision Data)
  • MOSTLY AI Solutions MP GmbH
  • Synthesis AI, Inc.
  • Statice GmbH
  • YData
  • Ekobit d.o.o
  • Hazy Limited
  • Kymera-labs
  • MDClone Limited
  • Neuromation

Unique Offerings

  • Exhaustive coverage
  • The highest number of market tables and figures
  • Subscription-based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Asia Pacific Synthetic Data Generation Market, by Application
1.4.2 Asia Pacific Synthetic Data Generation Market, by Offering
1.4.3 Asia Pacific Synthetic Data Generation Market, by Data Type
1.4.4 Asia Pacific Synthetic Data Generation Market, by Modeling Type
1.4.5 Asia Pacific Synthetic Data Generation Market, by End-use
1.4.6 Asia Pacific Synthetic Data Generation Market, by Country
1.5 Research Methodology
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Asia Pacific Synthetic Data Generation Market by Application
3.1 Asia Pacific Natural Language Processing Market by Country
3.2 Asia Pacific Data Protection Market by Country
3.3 Asia Pacific Predictive Analytics Market by Country
3.4 Asia Pacific Computer Vision Algorithms Market by Country
3.5 Asia Pacific Data Sharing & Others Market by Country
Chapter 4. Asia Pacific Synthetic Data Generation Market by Offering
4.1 Asia Pacific Fully Synthetic Data Market by Country
4.2 Asia Pacific Partially Synthetic Data Market by Country
4.3 Asia Pacific Hybrid Synthetic Data Market by Country
Chapter 5. Asia Pacific Synthetic Data Generation Market by Data Type
5.1 Asia Pacific Tabular Data Market by Country
5.2 Asia Pacific Text Data Market by Country
5.3 Asia Pacific Image & Video Data Market by Country
5.4 Asia Pacific Others Market by Country
Chapter 6. Asia Pacific Synthetic Data Generation Market by Modeling Type
6.1 Asia Pacific Agent-based Modeling Market by Country
6.2 Asia Pacific Direct Modeling Market by Country
Chapter 7. Asia Pacific Synthetic Data Generation Market by End-use
7.1 Asia Pacific Healthcare & Life sciences Market by Country
7.2 Asia Pacific IT & Telecommunication Market by Country
7.3 Asia Pacific Transportation & Logistics Market by Country
7.4 Asia Pacific Retail & E-commerce Market by Country
7.5 Asia Pacific BFSI Market by Country
7.6 Asia Pacific Consumer Electronics Market by Country
7.7 Asia Pacific Manufacturing & Others Market by Country
Chapter 8. Asia Pacific Synthetic Data Generation Market by Country
8.1 China Synthetic Data Generation Market
8.1.1 China Synthetic Data Generation Market by Application
8.1.2 China Synthetic Data Generation Market by Offering
8.1.3 China Synthetic Data Generation Market by Data Type
8.1.4 China Synthetic Data Generation Market by Modeling Type
8.1.5 China Synthetic Data Generation Market by End-use
8.2 Japan Synthetic Data Generation Market
8.2.1 Japan Synthetic Data Generation Market by Application
8.2.2 Japan Synthetic Data Generation Market by Offering
8.2.3 Japan Synthetic Data Generation Market by Data Type
8.2.4 Japan Synthetic Data Generation Market by Modeling Type
8.2.5 Japan Synthetic Data Generation Market by End-use
8.3 India Synthetic Data Generation Market
8.3.1 India Synthetic Data Generation Market by Application
8.3.2 India Synthetic Data Generation Market by Offering
8.3.3 India Synthetic Data Generation Market by Data Type
8.3.4 India Synthetic Data Generation Market by Modeling Type
8.3.5 India Synthetic Data Generation Market by End-use
8.4 South Korea Synthetic Data Generation Market
8.4.1 South Korea Synthetic Data Generation Market by Application
8.4.2 South Korea Synthetic Data Generation Market by Offering
8.4.3 South Korea Synthetic Data Generation Market by Data Type
8.4.4 South Korea Synthetic Data Generation Market by Modeling Type
8.4.5 South Korea Synthetic Data Generation Market by End-use
8.5 Singapore Synthetic Data Generation Market
8.5.1 Singapore Synthetic Data Generation Market by Application
8.5.2 Singapore Synthetic Data Generation Market by Offering
8.5.3 Singapore Synthetic Data Generation Market by Data Type
8.5.4 Singapore Synthetic Data Generation Market by Modeling Type
8.5.5 Singapore Synthetic Data Generation Market by End-use
8.6 Malaysia Synthetic Data Generation Market
8.6.1 Malaysia Synthetic Data Generation Market by Application
8.6.2 Malaysia Synthetic Data Generation Market by Offering
8.6.3 Malaysia Synthetic Data Generation Market by Data Type
8.6.4 Malaysia Synthetic Data Generation Market by Modeling Type
8.6.5 Malaysia Synthetic Data Generation Market by End-use
8.7 Rest of Asia Pacific Synthetic Data Generation Market
8.7.1 Rest of Asia Pacific Synthetic Data Generation Market by Application
8.7.2 Rest of Asia Pacific Synthetic Data Generation Market by Offering
8.7.3 Rest of Asia Pacific Synthetic Data Generation Market by Data Type
8.7.4 Rest of Asia Pacific Synthetic Data Generation Market by Modeling Type
8.7.5 Rest of Asia Pacific Synthetic Data Generation Market by End-use
Chapter 9. Company Profiles
9.1 Kinetic Vision, Inc. (Deep Vision Data)
9.1.1 Company Overview
9.2 MOSTLY AI Solutions MP GmbH
9.2.1 Company Overview
9.2.2 Recent Strategies and Developments
9.2.2.1 Product Launches and Product Expansions
9.3 Synthesis AI, Inc.
9.3.1 Company Overview
9.4 Statice GmbH
9.4.1 Company Overview
9.5 YData
9.5.1 Company Overview
9.6 Ekobit d.o.o
9.6.1 Company Overview
9.7 Hazy Limited
9.7.1 Company Overview
9.8 Kymera-labs
9.8.1 Company Overview
9.9 MDClone Limited
9.9.1 Company Overview
9.9.2 Recent Strategies and Developments
9.9.2.1 Partnerships, Collaborations, and Agreements
9.10. Neuromation
9.10.1 Company Overview

Companies Mentioned

  • Kinetic Vision, Inc. (Deep Vision Data)
  • MOSTLY AI Solutions MP GmbH
  • Synthesis AI, Inc.
  • Statice GmbH
  • YData
  • Ekobit d.o.o
  • Hazy Limited
  • Kymera-labs
  • MDClone Limited
  • Neuromation

Methodology

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