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한글목차
트레이딩용 생성형 AI 시장은 2024-2029년에 5억 8,680만 달러 증가하고, 예측기간 중 CAGR은 29.5%로 성장할 것으로 예측됩니다.
트레이딩용 생성형 AI 시장의 전체적인 분석, 시장 규모·예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 다룬 벤더 분석 등을 게재하고 있습니다.
현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 첨단 비정형 데이터 분석을 통한 알파 생성, 합성 데이터 생성을 통한 리스크 관리 및 전략 백테스트 강화, 알고리즘 트레이딩의 민주화 및 운영 효율성 향상 등이 시장을 주도하고 있습니다.
시장 범위
기준연도
2025
종료연도
2029
예측 기간
2025-2029
성장 모멘텀
가속
전년대비
25.1%
CAGR
29.5%
증가액
5억 8,680만 달러
본 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.
이번 조사에서 향후 수년간 트레이딩 분야에서 생성형 AI 시장의 성장을 가속하는 주요 요인 중 하나로 거래 전략 및 자문 서비스의 초개인화를 꼽았습니다. 또한 강력한 모델 백테스트와 실시간 비정형 데이터 분석 및 감정 분석을 위한 고급 합성 데이터 생성은 시장에서 큰 수요를 창출할 수 있습니다.
목차
제1장 개요
시장 개요
제2장 Technavio 분석
가격·수명주기·고객 구입 바스켓·채택률·구입 기준의 분석
인풋의 중요성과 차별화의 요인
혼란의 요인
촉진요인과 과제의 영향
제3장 시장 구도
시장 에코시스템
시장의 특징
밸류체인 분석
제4장 시장 규모
시장의 정의
시장 부문 분석
시장 규모 2024
시장 전망 2024-2029
제5장 Five Forces 분석
Five Forces 요약
바이어의 교섭력
공급 기업의 교섭력
신규 진출업체의 위협
대체품의 위협
경쟁의 위협
시장 현황
제6장 시장 세분화 : 배포별
시장 부문
비교 : 배포별
클라우드 기반 : 시장 규모와 예측 2024-2029
온프레미스 : 시장 규모와 예측 2024-2029
하이브리드 : 시장 규모와 예측 2024-2029
시장 기회 : 배포별
제7장 시장 세분화 : 유형별
시장 부문
비교 : 유형별
재무 데이터 생성 : 시장 규모와 예측 2024-2029
시장 시뮬레이션 : 시장 규모와 예측 2024-2029
시장 기회 : 유형별
제8장 시장 세분화 : 용도별
시장 부문
비교 : 용도별
포트폴리오 최적화 : 시장 규모와 예측 2024-2029
리스크 평가와 관리 : 시장 규모와 예측 2024-2029
거래 전략 개발 : 시장 규모와 예측 2024-2029
고객 서비스와 퍼스널라이제이션 : 시장 규모와 예측 2024-2029
기타 : 시장 규모와 예측 2024-2029
시장 기회 : 용도별
제9장 고객 상황
고객 상황 개요
제10장 지역별 상황
지역별 세분화
지역별 비교
북미 : 시장 규모와 예측 2024-2029
아시아태평양 : 시장 규모와 예측 2024-2029
유럽 : 시장 규모와 예측 2024-2029
남미 : 시장 규모와 예측 2024-2029
중동 및 아프리카 : 시장 규모와 예측 2024-2029
미국 : 시장 규모와 예측 2024-2029
중국 : 시장 규모와 예측 2024-2029
영국 : 시장 규모와 예측 2024-2029
일본 : 시장 규모와 예측 2024-2029
인도 : 시장 규모와 예측 2024-2029
캐나다 : 시장 규모와 예측 2024-2029
독일 : 시장 규모와 예측 2024-2029
프랑스 : 시장 규모와 예측 2024-2029
호주 : 시장 규모와 예측 2024-2029
한국 : 시장 규모와 예측 2024-2029
시장 기회 : 지역 상황별
제11장 촉진요인·과제·기회·억제요인
시장 성장 촉진요인
시장이 해결해야 할 과제
촉진요인과 과제의 영향
시장의 기회·억제요인
제12장 경쟁 구도
개요
경쟁 구도
혼란 상황
업계의 리스크
제13장 경쟁 분석
기업 개요
기업 순위 지수
기업의 시장 포지셔닝
Accenture PLC
AlphaSense Inc.
Amazon Web Services Inc.
Anthropic
Auquan
Bloomberg LP
Capitalise.ai Ltd.
Google LLC
Hebbia Inc
Infosys Ltd.
International Business Machines Corp.
Microsoft Corp.
NVIDIA Corp.
Rockalpha Ltd.
Symphony Innovation LLC
제14장 부록
KSA
영문 목차
영문목차
The generative AI in trading market is forecasted to grow by USD 586.8 mn during 2024-2029, accelerating at a CAGR of 29.5% during the forecast period. The report on the generative AI in trading 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 imperative for alpha generation through advanced unstructured data analysis, enhanced risk management and strategy backtesting through synthetic data generation, and democratization of algorithmic trading and increased operational efficiency.
Market Scope
Base Year
2025
End Year
2029
Series Year
2025-2029
Growth Momentum
Accelerate
YOY 2025
25.1%
CAGR
29.5%
Incremental Value
$586.8 mn
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.
Technavio's generative AI in trading market is segmented as below:
By Deployment
Cloud-based
On-premises
Hybrid
By Type
Financial data generation
Market simulation
By Application
Portfolio optimization
Risk assessment and management
Trading strategy development
Client servicing and personalization
Others
By Geographical Landscape
North America
APAC
Europe
South America
Middle East and Africa
This study identifies the hyper-personalization of trading strategies and advisory services as one of the prime reasons driving the generative AI in trading market growth during the next few years. Also, advanced synthetic data generation for robust model backtesting and real-time unstructured data interpretation and sentiment analysis will lead to sizable demand in the market.
The report on the generative AI in trading market covers the following areas:
Generative AI In Trading Market sizing
Generative AI In Trading Market forecast
Generative AI In Trading 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 generative AI in trading market vendors that include Accenture PLC, AlphaSense Inc., Amazon Web Services Inc., Anthropic, Auquan, Bloomberg LP, Capitalise.AI Ltd., Google LLC, Hebbia Inc, Infosys Ltd., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Rockalpha Ltd., Serendib Labs Technologies Pvt Ltd., and Symphony Innovation LLC. Also, the generative AI in trading 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 Geographical Landscape
Executive Summary - Chart on Market Segmentation by Deployment
Executive Summary - Chart on Market Segmentation by Type
Executive Summary - Chart on Market Segmentation by Application
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
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2024 and 2029
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2024 and 2029
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2024 and 2029
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2024 and 2029
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2024 and 2029
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2024 and 2029
5.7 Market condition
Chart on Market condition - Five forces 2024 and 2029
6 Market Segmentation by Deployment
6.1 Market segments
Chart on Deployment - Market share 2024-2029 (%)
Data Table on Deployment - Market share 2024-2029 (%)
6.2 Comparison by Deployment
Chart on Comparison by Deployment
Data Table on Comparison by Deployment
6.3 Cloud-based - Market size and forecast 2024-2029
Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
6.4 On-premises - Market size and forecast 2024-2029
Chart on On-premises - Market size and forecast 2024-2029 ($ million)
Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
Chart on On-premises - Year-over-year growth 2024-2029 (%)
Data Table on On-premises - Year-over-year growth 2024-2029 (%)
6.5 Hybrid - Market size and forecast 2024-2029
Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
Chart on Hybrid - Year-over-year growth 2024-2029 (%)
Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
6.6 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
7 Market Segmentation by Type
7.1 Market segments
Chart on Type - Market share 2024-2029 (%)
Data Table on Type - Market share 2024-2029 (%)
7.2 Comparison by Type
Chart on Comparison by Type
Data Table on Comparison by Type
7.3 Financial data generation - Market size and forecast 2024-2029
Chart on Financial data generation - Market size and forecast 2024-2029 ($ million)
Data Table on Financial data generation - Market size and forecast 2024-2029 ($ million)
Chart on Financial data generation - Year-over-year growth 2024-2029 (%)
Data Table on Financial data generation - Year-over-year growth 2024-2029 (%)
7.4 Market simulation - Market size and forecast 2024-2029
Chart on Market simulation - Market size and forecast 2024-2029 ($ million)
Data Table on Market simulation - Market size and forecast 2024-2029 ($ million)
Chart on Market simulation - Year-over-year growth 2024-2029 (%)
Data Table on Market simulation - Year-over-year growth 2024-2029 (%)
7.5 Market opportunity by Type
Market opportunity by Type ($ million)
Data Table on Market opportunity by Type ($ million)
8 Market Segmentation by Application
8.1 Market segments
Chart on Application - Market share 2024-2029 (%)
Data Table on Application - Market share 2024-2029 (%)
8.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
8.3 Portfolio optimization - Market size and forecast 2024-2029
Chart on Portfolio optimization - Market size and forecast 2024-2029 ($ million)
Data Table on Portfolio optimization - Market size and forecast 2024-2029 ($ million)
Chart on Portfolio optimization - Year-over-year growth 2024-2029 (%)
Data Table on Portfolio optimization - Year-over-year growth 2024-2029 (%)
8.4 Risk assessment and management - Market size and forecast 2024-2029
Chart on Risk assessment and management - Market size and forecast 2024-2029 ($ million)
Data Table on Risk assessment and management - Market size and forecast 2024-2029 ($ million)
Chart on Risk assessment and management - Year-over-year growth 2024-2029 (%)
Data Table on Risk assessment and management - Year-over-year growth 2024-2029 (%)
8.5 Trading strategy development - Market size and forecast 2024-2029
Chart on Trading strategy development - Market size and forecast 2024-2029 ($ million)
Data Table on Trading strategy development - Market size and forecast 2024-2029 ($ million)
Chart on Trading strategy development - Year-over-year growth 2024-2029 (%)
Data Table on Trading strategy development - Year-over-year growth 2024-2029 (%)
8.6 Client servicing and personalization - Market size and forecast 2024-2029
Chart on Client servicing and personalization - Market size and forecast 2024-2029 ($ million)
Data Table on Client servicing and personalization - Market size and forecast 2024-2029 ($ million)
Chart on Client servicing and personalization - Year-over-year growth 2024-2029 (%)
Data Table on Client servicing and personalization - Year-over-year growth 2024-2029 (%)
8.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
9 Customer Landscape
9.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape
10.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
10.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
10.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
10.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
10.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
10.6 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
10.7 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
10.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
10.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
10.10 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
10.11 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
10.12 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
10.13 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
10.14 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
10.15 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
10.16 Australia - Market size and forecast 2024-2029
Chart on Australia - Market size and forecast 2024-2029 ($ million)
Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Chart on Australia - Year-over-year growth 2024-2029 (%)
Data Table on Australia - Year-over-year growth 2024-2029 (%)
10.17 South Korea - Market size and forecast 2024-2029
Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Chart on South Korea - Year-over-year growth 2024-2029 (%)
Data Table on South Korea - Year-over-year growth 2024-2029 (%)
10.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
11 Drivers, Challenges, and Opportunity/Restraints
11.1 Market drivers
11.2 Market challenges
11.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
11.4 Market opportunities/restraints
12 Competitive Landscape
12.1 Overview
12.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
12.3 Landscape disruption
Overview on factors of disruption
12.4 Industry risks
Impact of key risks on business
13 Competitive Analysis
13.1 Companies profiled
Companies covered
13.2 Company ranking index
Company ranking index
13.3 Market positioning of companies
Matrix on companies position and classification
13.4 Accenture PLC
Accenture PLC - Overview
Accenture PLC - Business segments
Accenture PLC - Key news
Accenture PLC - Key offerings
Accenture PLC - Segment focus
SWOT
13.5 AlphaSense Inc.
AlphaSense Inc. - Overview
AlphaSense Inc. - Product / Service
AlphaSense Inc. - Key offerings
SWOT
13.6 Amazon Web Services Inc.
Amazon Web Services Inc. - Overview
Amazon Web Services Inc. - Product / Service
Amazon Web Services Inc. - Key news
Amazon Web Services Inc. - Key offerings
SWOT
13.7 Anthropic
Anthropic - Overview
Anthropic - Product / Service
Anthropic - Key offerings
SWOT
13.8 Auquan
Auquan - Overview
Auquan - Product / Service
Auquan - Key offerings
SWOT
13.9 Bloomberg LP
Bloomberg LP - Overview
Bloomberg LP - Product / Service
Bloomberg LP - Key offerings
SWOT
13.10 Capitalise.ai Ltd.
Capitalise.ai Ltd. - Overview
Capitalise.ai Ltd. - Product / Service
Capitalise.ai Ltd. - Key offerings
SWOT
13.11 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key offerings
SWOT
13.12 Hebbia Inc
Hebbia Inc - Overview
Hebbia Inc - Product / Service
Hebbia Inc - Key offerings
SWOT
13.13 Infosys Ltd.
Infosys Ltd. - Overview
Infosys Ltd. - Business segments
Infosys Ltd. - Key news
Infosys Ltd. - Key offerings
Infosys Ltd. - Segment focus
SWOT
13.14 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
SWOT
13.15 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
13.16 NVIDIA Corp.
NVIDIA Corp. - Overview
NVIDIA Corp. - Business segments
NVIDIA Corp. - Key news
NVIDIA Corp. - Key offerings
NVIDIA Corp. - Segment focus
SWOT
13.17 Rockalpha Ltd.
Rockalpha Ltd. - Overview
Rockalpha Ltd. - Product / Service
Rockalpha Ltd. - Key offerings
SWOT
13.18 Symphony Innovation LLC
Symphony Innovation LLC - Overview
Symphony Innovation LLC - Product / Service
Symphony Innovation LLC - Key offerings
SWOT
14 Appendix
14.1 Scope of the report
14.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
14.3 Currency conversion rates for US$
Currency conversion rates for US$
14.4 Research methodology
Research methodology
14.5 Data procurement
Information sources
14.6 Data validation
Data validation
14.7 Validation techniques employed for market sizing
