세계의 합성 데이터 생성 시장을 조사했으며, 시장 개요, 시장 영향요인 및 시장 기회 분석, 시장 규모 추이 및 예측, 각 부문별·지역별 상세 분석, 새로운 기술 및 개발 동향, ESG 전개, 경쟁 구도, 주요 기업 개요 등의 정보를 정리하여 전해드립니다.
목차
제1장 서론
제2장 요약과 하이라이트
제3장 시장 개요
- 개요
- 규제 체계
- 합성 데이터 생성 툴
- 시장 역학
- 시장 성장 촉진요인
- 시장 성장 억제요인
- 시장 기회
- 새로운 기술과 개발
- GAN(생성적 대립 신경망)
- DRLHF(Deep Reinforcement Learning from Human Feedback)
- 변분 오토인코더
제4장 시장 내역 : 컴포넌트·전개·데이터 유형·산업별
- 컴포넌트별
- 솔루션
- 서비스
- 전개별
- 클라우드
- 온프레미스
- 데이터 유형별
- 표 형식 데이터
- 텍스트 데이터
- 이미지·비디오 데이터
- 기타
- 산업별
- 은행·금융 서비스·보험(BFSI)
- 헬스케어
- 소매·E-Commerce
- IT·통신
- 제조
- 미디어·엔터테인먼트
- 기타
제5장 시장 내역 : 지역별
제6장 ESG 전개
- 합성 데이터 생성의 ESG 문제
- 이산화탄소 배출량/환경에 대한 영향
- 전기
- 합성 데이터 생성 업계의 ESG 퍼포먼스 분석
- 사례 연구
- BCC에 의한 결론
제7장 경쟁 상황
제8장 기업 개요
- AMAZON INC.
- BROADCOM INC.
- DATABRICKS
- GOOGLE INC.
- IBM CORP.
- INFORMATICA INC.
- MICROSOFT CORP.
- MOSTLY AI SOLUTIONS MP GMBH
- MPHASIS LTD.
- NVIDIA CORP.
- OPENAI LP
- SOGETI(DIVISION OF CAPGEMINI GROUP)
- SYNTHESIA LTD.
제9장 부록 : 약어
ksm
Highlights:
The report provides an overview on the current size and anticipated growth of the overall synthetic data generation market and its related segments. Using 2022 as the base year, the report provides estimated market data for 2023 through 2028. The report focuses on the drivers and challenges that affect the market and the vendor landscape and also covers the leading solution providers, trends in end-user preferences and geographic market opportunities.
Report Scope:
The report provides an overview of the global market for synthetic data generation, and a detailed analysis of the products and strategies of the companies in the market. Using 2022 as the base year, the report provides estimated market data for 2023 through 2028. Revenue forecasts for this period are segmented based on component, deployment, data type, industry and region.
The report also focuses on the drivers and challenges that affect the market and the vendor landscape. The report looks at the current trends in the global market, and concludes with profiles of the major players in the market.
Report Includes:
- 26 data tables and 29 additional tables
- An overview of the global markets for synthetic data generation
- Estimation of market size and analyses of global market trends, with data from 2022, estimates for 2023, and projections of compound annual growth rates (CAGRs) through 2028
- Evaluation and forecast the synthetic data generation market size in dollar value terms, and corresponding market share analysis by component, deployment, data type, industry, and region
- Assessment of the key drivers and constraints that will shape the market for synthetic data generation and discussion on the upcoming market opportunities and areas of focus to forecast the market into various segments and sub-segments
- Identification of the companies best positioned to meet this demand because of their proprietary technologies, strategic alliances, or other advantages
- Review of the key patent grants and new technologies in the synthetic data generation sector
- Insight into the recent industry strategies, such as M&A deals, joint ventures, collaborations, and license agreements currently focused on synthetic data generation products and services
- Company profiles of major players within the industry, including Amazon Inc., Google Inc., IBM Corp., and Microsoft Corp.
Table of Contents
Chapter 1 Introduction
- Study Goals and Objectives
- Reasons for Doing This Study
- Scope of Report
- Methodology
- Information Sources
- Geographic Breakdown
Chapter 2 Summary and Highlights
- Market Outlook
- Market Summary
Chapter 3 Market Overview
- Overview
- Regulatory Framework
- Synthetic Data Generation Tools
- Market Dynamics
- Market Drivers
- Market Restraints
- Market Opportunities
- Emerging Technologies and Developments
- Generative Adversarial Networks
- Deep Reinforcement Learning from Human Feedback (DRLHF)
- Variational Autoencoders
Chapter 4 Market Breakdown by Component, Deployment, Data Type and Industry
- Synthetic Data Generation Market by Component
- Solutions
- Services
- Synthetic Data Generation Market by Deployment
- Cloud
- On-Premises
- Synthetic Data Generation Market by Data Type
- Tabular Data
- Text Data
- Image and Video Data
- Other Data Types
- Synthetic Data Generation Market by Industry
- Banking, Financial Services and Insurance (BFSI)
- Healthcare
- Retail and E-commerce
- IT and Telecommunications
- Manufacturing
- Media and Entertainment
- Other Industries
Chapter 5 Market Breakdown by Region
- Overview
- North America
- Europe
- Asia-Pacific
- Rest of the World
Chapter 6 ESG Developments
- ESG Issues in Synthetic Data Generation
- Carbon Footprint/Environmental Impact
- Electricity
- Synthetic Data Generation Industry ESG Performance Analysis
- Case Study
- Concluding Remarks from BCC Research
Chapter 7 Competitive Landscape
- Overview
- Market Share Analysis
Chapter 8 Company Profiles
- AMAZON INC.
- BROADCOM INC.
- DATABRICKS
- GOOGLE INC.
- IBM CORP.
- INFORMATICA INC.
- MICROSOFT CORP.
- MOSTLY AI SOLUTIONS MP GMBH
- MPHASIS LTD.
- NVIDIA CORP.
- OPENAI LP
- SOGETI (DIVISION OF CAPGEMINI GROUP)
- SYNTHESIA LTD.
Chapter 9 Appendix: Abbreviations
