AI-Powered Simulation And Digital Twins Global Market Opportunities And Strategies To 2034
상품코드:1895280
리서치사:The Business Research Company
발행일:2025년 12월
페이지 정보:영문 347 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장은 2024년에 약 38억 8,843만 달러 규모에 달하며, 2019년 이후 35.32%의 CAGR로 성장하고 있습니다. 이 시장은 2024년 38억 8,843만 달러에서 2029년에는 161억 2,279만 달러로, 32.90%의 성장률로 확대할 것으로 예측됩니다. 향후 2029년 이후에도 30.99%의 CAGR로 계속 성장하며 2034년에는 621억 6,745만 달러에 달할 전망입니다.
AI 활용 시뮬레이션 및 디지털 트윈은 물리적 시스템, 제품 또는 프로세스의 동작, 성능, 운영을 가상 환경에서 재현하는 첨단 계산 모델을 말합니다. 인공지능, 머신러닝, 센서의 실시간 데이터를 통합합니다. 이 디지털 트윈은 결과를 예측하고, 설계를 최적화하며, 다양한 산업 분야의 의사결정을 지원할 수 있습니다. AI 활용 시뮬레이션 및 디지털 트윈의 주요 목적은 실시간 모니터링, 예측 분석, 시나리오 테스트를 가능하게 함으로써 효율성 향상, 비용 절감, 성능 향상을 도모하는 것입니다.
AI 기반 시뮬레이션 및 디지털 트윈 시장은 물리적 자산, 프로세스 또는 시스템의 가상 복제본을 생성하는 솔루션 및 서비스 판매(조직, 개인 사업자 또는 파트너십에 의한)로 구성됩니다. 이들은 인공지능을 활용하여 시뮬레이션의 정확성과 예측 능력을 향상시킵니다. 이러한 기술을 통해 사용자는 실제 시나리오를 모델링하고, 변경 사항을 테스트하고, 운영을 디지털 방식으로 최적화하여 물리적 실험에 따른 위험과 비용을 절감할 수 있습니다.
디지털 전환 전략 확대
해당 기간 중 인공지능(AI)을 활용한 시뮬레이션 및 디지털 트윈 시장은 디지털 전환 전략의 확대에 힘입어 성장세를 이어갔습니다. 제조업, 자동차 산업, 의료 등 다양한 산업에서 디지털 전환이 가속화되면서 AI 활용 시뮬레이션과 디지털 트윈의 도입이 가속화되고 있습니다. 기업은 혁신 로드맵의 일환으로 이러한 기술을 활용하여 프로세스를 최적화하고, 고장을 예측하고, 비용을 절감하며, 효율성과 민첩성을 달성하는 데 필수적인 요소로 활용하고 있습니다. 예를 들어 영국에 본사를 둔 다국적 전문 서비스 네트워크인 KPMG의 '미국 기술 조사'에 따르면 2023년 미국 조직의 56%가 디지털 전환 투자 매출이 기대치를 초과했다고 응답해 디지털 전환 전략의 강력한 채택과 좋은 성과를 보여주었습니다. 디지털 전환 전략의 강력한 채택과 좋은 성과를 보여주고 있습니다. 따라서 인공지능(AI)을 활용한 시뮬레이션 및 디지털 트윈 시장은 디지털 전환 전략의 확대에 힘입어 성장세를 보이고 있습니다.
디지털 트윈을 위한 AI 기반 예측 분석 플랫폼 개발
AI 활용 시뮬레이션 및 디지털 트윈 시장의 주요 기업은 AI, 머신러닝, 통계를 결합하여 디지털 트윈 데이터에 대한 예측 분석을 가능하게 하는 플랫폼의 개발 및 제공을 가속화하고 있습니다. 이러한 플랫폼을 통해 조직은 설비 고장 예측, 프로세스 흐름 최적화, 대체 시나리오 시뮬레이션을 통해 사후 대응 데이터가 아닌 예측 결과를 기반으로 유지보수 작업과 자원 배분의 우선순위를 정할 수 있습니다. 이를 통해 산업, 제조, 에너지, 인프라 운영의 다운타임을 크게 줄이고, 운영 비용을 절감하며, 성능과 품질을 향상시킬 수 있습니다. 예를 들어 지난 9월 영국에 본사를 둔 주요 산업 소프트웨어 기업인 AVEVA는 제조 및 소비재 부문의 여러 기업에 트윈스레드가 탑재된 'AVEVA Advanced Analytics'를 도입한다고 발표했습니다. 이 코드가 없는 클라우드 네이티브 예측 분석 솔루션은 원시 산업 데이터를 실시간으로 실행 가능한 인사이트으로 변환합니다. AVEVA의 산업 인텔리전스 플랫폼과 통합하여 설비 가동률, 제품 품질, 에너지 효율성 향상을 실현하고 있습니다.
세계 AI 활용 시뮬레이션 및 디지털 트윈 시장은 다수의 소규모 기업이 진입하는 비교적 분산된 구조로 이루어져 있습니다. 2024년 기준, 시장 상위 10개 경쟁사의 점유율은 전체의 19.35%를 차지할 것으로 예측됩니다.
목차
제1장 개요
AI 활용형 시뮬레이션 및 디지털 트윈 : 시장의 매력과 거시경제 환경
제2장 목차
제3장 표 리스트
제4장 도표 리스트
제5장 리포트 구성
제6장 시장의 특징
일반적인 시장의 정의
개요
AI 활용형 시뮬레이션 및 디지털 트윈 시장 정의와 세분화
시장 세분화 : 컴포넌트별
솔루션
서비스
시장 세분화 : 디지털 트윈 유형별
제품 디지털 트윈
프로세스 디지털 트윈
시스템 디지털 트윈
휴먼·디지털 트윈
도시·인프라용 디지털 트윈
기타 디지털 트윈의 유형
시장 세분화 : 배포 모델별
클라우드 기반 디지털 트윈
온프레미스형 디지털 트윈
시장 세분화 : 업계별
제조업 및 산업 자동화
의료·제약
자동차·운송기기
항공우주·방위
에너지·유틸리티
소매업 및 E-Commerce
기타 업계
제7장 주요 시장 동향
디지털 트윈용 AI 구동형 예측 분석 플랫폼의 개발
첨단 무선 시뮬레이션 플랫폼에 대한 AI/ML의 통합
AI 탑재 시뮬레이션 툴에 의한 사이버 보안 훈련의 고도화
사이버 보안용 디지털 트윈에 의한 예방적 위협 시뮬레이션
실시간 디지털 트윈 인사이트를 위한 AI와 IoT 및 엣지 컴퓨팅의 통합
스케일러블 배포를 위한 클라우드 네이티브 디지털 트윈 플랫폼의 도입
디지털 트윈 도입을 지원하는 매니지드 서비스와 컨설팅에 대한 수요 증가
지속가능성과 그린 디지털 트윈의 도입
맞춤형 의료를 향한 인간 및 헬스케어 디지털 트윈의 확대
제8장 세계의 AI 활용형 시뮬레이션 및 디지털 트윈 성장 분석 및 전략적 분석 프레임워크
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 PESTEL 분석(정치적, 사회적, 기술적, 환경적, 법적 요인)
B2B 시장의 최종사용자
제조 및 산업 자동화
헬스케어 및 제약
자동차 및 운송
항공우주·방위 분야
에너지·유틸리티
소매 및 E-Commerce
기타 업종
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 규모 및 성장 분석
시장 성장 실적, 2019-2024
시장 성장 촉진요인 2019-2024
시장 성장 억제요인 2019-2024
시장 성장 예측, 2024-2029, 2034F
예측 성장요인/촉진요인
정량적 성장요인
촉진요인
억제요인
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 : TAM(Total Addressable Market)
제9장 세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 세분화
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 컴포넌트별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 디지털 트윈 유형별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 배포 모델별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 업계별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 솔루션, 유형별 서브 세분화, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 서비스, 유형별 서브 세분화, 실적과 예측, 2019-2024, 2029F, 2034F
제10장 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 지역·국가별 분석
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 지역별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 국가별, 실적과 예측, 2019-2024, 2029F, 2034F
제11장 아시아태평양 시장
제12장 서유럽 시장
제13장 동유럽 시장
제14장 북미 시장
제15장 남미 시장
제16장 중동 시장
제17장 아프리카 시장
제18장 경쟁 구도와 기업 개요
기업 개요
Siemens AG
Microsoft Corp.
Nvidia Corp.
SAP SE
International Business Machines Corporation(IBM)
제19장 기타 주요 기업과 혁신적 기업
GE Vernova/GE Digital
Dassault Systemes SE
PTC Inc.
ABB Ltd.
Ansys Inc.
SymphonyAI LLC
C3.ai Inc.
Autodesk Inc.
Bentley Systems Inc.
Amazon.com, Inc.
MathWorks(MATLAB & Simulink)
AVEVA Group Plc
Rockwell Automation Inc.
Matterport
Forward Networks Inc.
제20장 경쟁 벤치마킹
제21장 경쟁 대시보드
제22장 주요 합병과 인수
Dassault Systemes Acquired Diota
Hexagon AB Acquired LocLab
제23장 AI 활용형 시뮬레이션 및 디지털 트윈 시장의 최근 동향 : AI 활용형 시뮬레이션 및 디지털 트윈 시장
제24장 기회와 전략
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 2029 : 새로운 기회를 제공하는 국가
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 2029 : 새로운 기회를 제공하는 부문
세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 2029 : 성장 전략
시장 동향에 기반한 전략
경쟁 전략
제25장 AI 활용형 시뮬레이션 및 디지털 트윈 시장, 결론·제안
결론
제안
제품
장소
가격
프로모션
사람들
제26장 부록
KSA
영문 목차
영문목차
AI-powered simulation and digital twin refer to advanced computational models that replicate the behavior, performance, and operation of physical systems, products, or processes in a virtual environment. It integrates artificial intelligence, machine learning, and real-time data from sensors. This digital twin can predict outcomes, optimize designs, and support decision-making across industries. The primary purpose of AI-powered simulation and digital twin is to improve efficiency, reduce costs, and enhance performance by enabling real-time monitoring, predictive analysis, and scenario testing.
The AI-powered simulation and digital twin market consists of sales, by entities (organizations, sole traders, or partnerships), of solutions and services that create virtual replicas of physical assets, processes, or systems, leveraging artificial intelligence to enhance simulation accuracy and predictive capabilities. These technologies enable users to model real-world scenarios, test changes, and optimize operations digitally, reducing risks and costs associated with physical experimentation.
The global AI-powered simulation and digital twins market reached a value of nearly $3,888.43 million in 2024, having grown at a compound annual growth rate (CAGR) of 35.32% since 2019. The market is expected to grow from $3,888.43 million in 2024 to $16,122.79 million in 2029 at a rate of 32.90%. The market is then expected to grow at a CAGR of 30.99% from 2029 and reach $62,167.45 million in 2034.
Expansion Of Digital Transformation Strategies
During the historic period, the artificial intelligence (AI)-powered simulation and digital twin market was driven by the expansion of digital transformation strategies. The accelerated push toward digital transformation across industries such as manufacturing, automotive, and healthcare has boosted the adoption of AI-powered simulation and digital twin. Enterprises are leveraging these technologies to optimize processes, predict failures, and reduce costs as part of their transformation roadmaps, making them integral to achieving efficiency and agility. For instance, in 2023, according to the KPMG, a UK-based multinational professional services network, US Technology Survey, 56% of U.S. organizations said the returns from their digital transformation investments exceeded expectations, showing strong adoption and positive outcomes from digital transformation strategies. Therefore, the artificial intelligence (AI)-powered simulation and digital twin market was driven by the expansion of digital transformation strategies.
Development Of AI-Driven Predictive Analytics Platforms For Digital Twins
Major companies in the artificial intelligence (AI)-powered simulation and digital twin market are increasingly developing and launching platforms that combine AI, machine learning, and statistics to enable predictive analytics on digital twin data. These platforms allow organizations to forecast equipment failures, optimize process flows, simulate alternate scenarios and prioritize maintenance or resource allocation based on predicted outcomes rather than just reactive data. This greatly reduces downtime, lowers operational costs, and improves performance and quality in industrial, manufacturing, energy, and infrastructure operations. For example, in September 2025, AVEVA, a UK-based leading industrial software company, announced the deployment of its AVEVA Advanced Analytics, powered by TwinThread, across multiple enterprises in the manufacturing and consumer goods sectors. This no-code, cloud-native predictive analytics solution transforms raw industrial data into actionable insights in real time. It has delivered improvements in equipment uptime, product quality, and energy efficiency when integrated with AVEVA's industrial intelligence platforms.
The global AI-powered simulation and digital twins market is fairly fragmented, with a large number of small players operating in the market. The top ten competitors in the market made up to 19.35% of the total market in 2024.
AI-Powered Simulation And Digital Twins Global Market Opportunities And Strategies To 2034 from The Business Research Company provides the strategists; marketers and senior management with the critical information they need to assess the global AI-powered simulation and digital twins market as it emerges from the COVID-19 shut down.
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Where is the largest and fastest-growing market for AI-powered simulation and digital twins? How does the market relate to the overall economy; demography and other similar markets? What forces will shape the market going forward? The AI-powered simulation and digital twins market global report from The Business Research Company answers all these questions and many more.
The report covers market characteristics; size and growth; segmentation; regional and country breakdowns; competitive landscape; market shares; trends and strategies for this market. It traces the market's history and forecasts market growth by geography. It places the market within the context of the wider AI-powered simulation and digital twins market; and compares it with other markets.
The report covers the following chapters
Introduction And Market Characteristics- Brief introduction to the segmentations covered in the market, definitions and explanations about the segment by component, by type of digital twin, by deployment model and by industry vertical.
Key Trends - Highlights the major trends shaping the global market. This section also highlights likely future developments in the market.
Growth Analysis And Strategic Analysis Framework- Analysis on PESTEL, end use industries, market growth rate, global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods, forecast growth contributors and total addressable market (TAM)
Regional And Country Analysis - Historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison by region and country.
Market Segmentation - Contains the market values (2019-2024) (2024-2029, 2034F) and analysis for each segment by equipment, by distribution channel and by end-user in the market. Historic (2019-2024) and forecast (2024-2029) and (2029-2034) market values and growth and market share comparison by region market.
Regional Market Size And Growth - Regional market size (2024), historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison of countries within the region. This report includes information on all the regions Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa and major countries within each region.
Competitive Landscape - Details on the competitive landscape of the market, estimated market shares and company profiles of the leading players.
Other Major And Innovative Companies - Details on the company profiles of other major and innovative companies in the market.
Competitive Benchmarking- Briefs on the financials comparison between major players in the market.
Competitive Dashboard- Briefs on competitive dashboard of major players.
Key Mergers And Acquisitions- Information on recent mergers and acquisitions in the market covered in the report. This section gives key financial details of mergers and acquisitions, which have shaped the market in recent years.
Recent Developments- Information on recent developments in the market covered in the report.
Market Opportunities And Strategies - Contains information on growth opportunities across countries, segments and strategies to be followed in those markets. It gives an understanding of where there is significant business to be gained by competitors in the next five years.
Conclusions And Recommendations- This section includes recommendations for AI-powered simulation and digital twins providers in terms of product/service offerings geographic expansion, marketing strategies and target groups.
Appendix- This section includes details on the NAICS codes covered, abbreviations and currencies codes used in this report.
Markets Covered:
1) By Component: Solution; Services
2) By Type Of Digital Twin: Product Digital Twin; Process Digital Twin; System Digital Twin; Human Digital Twin; City And Infrastructure Digital Twin; Other Types Of Digital Twin
3) By Deployment Model: Cloud-Based Digital Twin; On-Premises Digital Twin
4) By Industry Vertical: Manufacturing And Industrial Automation; Healthcare And Pharmaceuticals; Automotive And Transportation; Aerospace And Defense; Energy And Utilities; Retail And E-Commerce; Other Industry Verticals
Companies Mentioned: Siemens AG; Microsoft Corp.; Nvidia Corp.; SAP SE; International Business Machines Corporation (IBM)
Countries: China; Australia; India; Indonesia; Japan; South Korea; USA; Canada; Brazil; France; Germany; UK; Italy; Spain; Russia
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time-series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets; GDP proportions; expenditure per capita; AI-powered simulation and digital twins indicators comparison.
Data segmentations: country and regional historic and forecast data; market share of competitors; market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Table of Contents
1 Executive Summary
1.1 AI-Powered Simulation And Digital Twins - Market Attractiveness And Macro Economic Landscape
2 Table Of Contents
3 List Of Tables
4 List Of Figures
5 Report Structure
6 Market Characteristics
6.1 General Market Definition
6.2 Summary
6.3 AI-Powered Simulation And Digital Twins Market Definition And Segmentations
6.4 Market Segmentation By Component
6.4.1 Solution
6.4.2 Services
6.5 Market Segmentation By Type Of Digital twin
6.5.1 Product Digital Twins
6.5.2 Process Digital Twins
6.5.3 System Digital Twins
6.5.4 Human Digital Twins
6.5.5 City And Infrastructure Digital Twins
6.5.6 Other Types Of Digital Twins
6.6 Market Segmentation By Deployment Model
6.6.1 Cloud-Based Digital Twins
6.6.2 On-Premises Digital Twins
6.7 Market Segmentation By Industry Vertical
6.7.1 Manufacturing And Industrial Automation
6.7.2 Healthcare And Pharmaceuticals
6.7.3 Automotive And Transportation
6.7.4 Aerospace And Defense
6.7.5 Energy And Utilities
6.7.6 Retail And E-Commerce
6.7.7 Other Industry Verticals
7 Major Market Trends
7.1 Development Of AI-Driven Predictive Analytics Platforms For Digital Twins
7.2 Integration Of AI/ML In Advanced Wireless Simulation Platforms
7.3 Advancing Cybersecurity Training With AI-Powered Simulation Tools
7.4 Cybersecurity Digital Twins For Proactive Threat Simulation
7.5 Integration Of AI With IoT And Edge Computing For Real-Time Digital Twin Insights
7.6 Adoption Of Cloud-Native Digital Twin Platforms For Scalable Deployments
7.7 Rising Demand For Managed Services And Consulting To Support Digital Twin Adoption
7.8 Sustainability And Green Digital Twin Deployment
7.9 Expansion Of Human And Healthcare Digital Twins For Personalized Medicine
8 Global AI-Powered Simulation And Digital Twins Growth Analysis And Strategic Analysis Framework
8.1 Global AI-Powered Simulation And Digital Twins PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors)
8.1.1 Political
8.1.2 Economic
8.1.3 Social
8.1.4 Technological
8.1.5 Environmental
8.1.6 Legal
8.2 End Users of B2B Market
8.2.1 Manufacturing And Industrial Automation
8.2.2 Healthcare And Pharmaceuticals
8.2.3 Automotive And Transportation
8.2.4 Aerospace And Defense
8.2.5 Energy And Utilities
8.2.6 Retail And E-Commerce
8.2.7 Other Industry Verticals
8.3 Global AI-Powered Simulation And Digital Twins Market Size And Growth Analysis
8.4 Historic Market Growth, 2019 - 2024, Value ($ Million)
8.7 Global AI-Powered Simulation And Digital Twins Total Addressable Market (TAM)
9 Global AI-Powered Simulation And Digital Twins Market Segmentation
9.1 Global AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.2 Global AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.3 Global AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.4 Global AI-Powered Simulation And Digital Twins Market, Segmentation By Industry Vertical, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.5 Global AI-Powered Simulation And Digital Twins Market, Sub-Segmentation By Solution, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.6 Global AI-Powered Simulation And Digital Twins Market, Sub-Segmentation By Services, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
10 AI-Powered Simulation And Digital Twins Market, Regional and Country Analysis
10.1 Global AI-Powered Simulation And Digital Twins Market, By Region, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
10.2 Global AI-Powered Simulation And Digital Twins Market, By Country, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11 Asia-Pacific Market
11.1 Summary
11.2 Market Overview
11.2.1 Region Information
11.2.2 Market Information
11.2.3 Background Information
11.2.4 Government Initiatives
11.2.5 Regulations
11.2.6 Regulatory Bodies
11.2.7 Major Associations
11.2.8 Taxes Levied
11.2.9 Corporate Tax Structure
11.2.10 Investments
11.2.11 Major Companies
11.3 Asia Pacific AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.4 Asia Pacific AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.5 Asia Pacific AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.6 China Market
11.7 Summary
11.8 Market Overview
11.9 Market Overview
11.9.1 Country Information
11.9.2 Market Information
11.9.3 Background Information
11.9.4 Government Initiatives
11.9.5 Regulations
11.9.6 Regulatory Bodies
11.9.7 Major Associations
11.9.8 Taxes Levied
11.9.9 Corporate Tax Structure
11.9.10 Investments
11.9.11 Major Companies
11.10 China AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.11 China AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.12 China AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.13 India Market
11.14 India AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.15 India AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.16 India AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.17 Japan Market
11.18 Summary
11.19 Market Overview
11.19.1 Country Information
11.19.2 Market Information
11.19.3 Background Information
11.19.4 Government Initiatives
11.19.5 Regulations
11.19.6 Regulatory Bodies
11.19.7 Major Associations
11.19.8 Taxes Levied
11.19.9 Corporate Tax Structure
11.19.10 Major Companies
11.20 Japan AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.21 Japan AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.22 Japan AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.23 Australia Market
11.24 Australia AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.25 Australia AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.26 Australia AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.27 Indonesia Market
11.28 Indonesia AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.29 Indonesia AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.30 Indonesia AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.31 South Korea Market
11.32 Summary
11.33 Market Overview
11.33.1 Country Information
11.33.2 Market Information
11.33.3 Background Information
11.33.4 Government Initiatives
11.33.5 Regulations
11.33.6 Regulatory Bodies
11.33.7 Major Associations
11.33.8 Taxes Levied
11.33.9 Corporate Tax Structure
11.33.10 Investments
11.33.11 Major Companies
11.34 South Korea AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.35 South Korea AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.36 South Korea AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12 Western Europe Market
12.1 Summary
12.2 Market Overview
12.2.1 Region Information
12.2.2 Market Information
12.2.3 Background Information
12.2.4 Government Initiatives
12.2.5 Regulations
12.2.6 Regulatory Bodies
12.2.7 Major Associations
12.2.8 Taxes Levied
12.2.9 Corporate tax structure
12.2.10 Investments
12.2.11 Major Companies
12.3 Western Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.4 Western Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.5 Western Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.6 Western Europe AI-Powered Simulation And Digital Twins Market: Country Analysis
12.7 UK Market
12.8 UK AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.9 UK AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.10 UK AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.11 Germany Market
12.12 Germany AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.13 Germany AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.14 Germany AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.15 France Market
12.16 France AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.17 France AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.18 France AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.19 Italy Market
12.20 Italy AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.21 Italy AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.22 Italy AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.23 Spain Market
12.24 Spain AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.25 Spain AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.26 Spain AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13 Eastern Europe Market
13.1 Summary
13.2 Market Overview
13.2.1 Region Information
13.2.2 Market Information
13.2.3 Background Information
13.2.4 Government Initiatives
13.2.5 Regulations
13.2.6 Regulatory Bodies
13.2.7 Major Associations
13.2.8 Taxes Levied
13.2.9 Corporate Tax Structure
13.2.10 Major companies
13.3 Eastern Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.4 Eastern Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.5 Eastern Europe AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.6 Eastern Europe AI-Powered Simulation And Digital Twins Market: Country Analysis
13.7 Russia Market
13.8 Russia AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.9 Russia AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.10 Russia AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14 North America Market
14.1 Summary
14.2 Market Overview
14.2.1 Region Information
14.2.2 Market Information
14.2.3 Background Information
14.2.4 Government Initiatives
14.2.5 Regulations
14.2.6 Regulatory Bodies
14.2.7 Major Associations
14.2.8 Taxes Levied
14.2.9 Corporate Tax Structure
14.2.10 Investments
14.2.11 Major Companies
14.3 North America AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.4 North America AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.5 North America AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.6 North America AI-Powered Simulation And Digital Twins Market: Country Analysis
14.7 USA Market
14.8 Summary
14.9 Market Overview
14.9.1 Country Information
14.9.2 Market Information
14.9.3 Background Information
14.9.4 Government Initiatives
14.9.5 Regulations
14.9.6 Regulatory Bodies
14.9.7 Major Associations
14.9.8 Taxes Levied
14.9.9 Corporate Tax Structure
14.9.10 Investments
14.9.11 Major Companies
14.10 USA AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.11 USA AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.12 USA AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.13 Canada Market
14.14 Summary
14.15 Market Overview
14.15.1 Country Information
14.15.2 Market Information
14.15.3 Background Information
14.15.4 Government Initiatives
14.15.5 Regulatory Bodies
14.15.6 Major Associations
14.15.7 Taxes Levied
14.15.8 Corporate Tax Structure
14.15.9 Major Companies
14.16 Canada AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.17 Canada AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.18 Canada AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15 South America Market
15.1 Summary
15.2 Market Overview
15.2.1 Region Information
15.2.2 Market Information
15.2.3 Background Information
15.2.4 Government Initiatives
15.2.5 Regulations
15.2.6 Regulatory Bodies
15.2.7 Major Associations
15.2.8 Taxes Levied
15.2.9 Corporate Tax Structure
15.2.10 Investments
15.2.11 Major Companies
15.3 South America AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.4 South America AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.5 South America AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.6 South America AI-Powered Simulation And Digital Twins Market: Country Analysis
15.7 Brazil Market
15.8 Brazil AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.9 Brazil AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.10 Brazil AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16 Middle East Market
16.1 Summary
16.2 Market Overview
16.2.1 Region Information
16.2.2 Market Information
16.2.3 Background Information
16.2.4 Government Initiatives
16.2.5 Regulations
16.2.6 Regulatory Bodies
16.2.7 Major Associations
16.2.8 Taxes Levied
16.2.9 Corporate Tax Structure
16.2.10 Investments
16.2.11 Major Companies
16.3 Middle East AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.4 Middle East AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.5 Middle East AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17 Africa Market
17.1 Summary
17.2 Market Overview
17.2.1 Region Information
17.2.2 Market Information
17.2.3 Background Information
17.2.4 Government Initiatives
17.2.5 Regulations
17.2.6 Regulatory Bodies
17.2.7 Major Associations
17.2.8 Taxes Levied
17.2.9 Corporate Tax Structure
17.2.10 Major Companies
17.3 Africa AI-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.4 Africa AI-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.5 Africa AI-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
18 Competitive Landscape And Company Profiles
18.1 Company Profiles
18.2 Siemens AG
18.2.1 Company Overview
18.2.2 Products And Services
18.2.3 Business Strategy
18.2.4 Financial Overview
18.3 Microsoft Corp.
18.3.1 Company Overview
18.3.2 Products And Services
18.3.3 Business Strategy
18.3.4 Financial Overview
18.4 Nvidia Corp.
18.4.1 Company Overview
18.4.2 Products And Services
18.4.3 Business Strategy
18.4.4 Financial Overview
18.5 SAP SE
18.5.1 Company Overview
18.5.2 Products And Services
18.5.3 Financial Overview
18.6 International Business Machines Corporation (IBM)
18.6.1 Company Overview
18.6.2 Products And Services
18.6.3 Financial Overview
19 Other Major And Innovative Companies
19.1 GE Vernova / GE Digital
19.1.1 Company Overview
19.1.2 Products And Services
19.2 Dassault Systemes SE
19.2.1 Company Overview
19.2.2 Products And Services
19.3 PTC Inc.
19.3.1 Company Overview
19.3.2 Products And Services
19.4 ABB Ltd.
19.4.1 Company Overview
19.4.2 Products And Services
19.5 Ansys Inc.
19.5.1 Company Overview
19.5.2 Products And Services
19.6 SymphonyAI LLC
19.6.1 Company Overview
19.6.2 Products And Services
19.7 C3.ai Inc.
19.7.1 Company Overview
19.7.2 Products And Services
19.8 Autodesk Inc.
19.8.1 Company Overview
19.8.2 Products And Services
19.9 Bentley Systems Inc.
19.9.1 Company Overview
19.9.2 Products And Services
19.10 Amazon.com, Inc.
19.10.1 Company Overview
19.10.2 Products And Services
19.11 MathWorks (MATLAB & Simulink)
19.11.1 Company Overview
19.11.2 Products And Services
19.12 AVEVA Group Plc
19.12.1 Company Overview
19.12.2 Products And Services
19.13 Rockwell Automation Inc.
19.13.1 Company Overview
19.13.2 Products And Services
19.14 Matterport
19.14.1 Company Overview
19.14.2 Products And Services
19.15 Forward Networks Inc.
19.15.1 Company Overview
19.15.2 Products And Services
20 Competitive Benchmarking
21 Competitive Dashboard
22 Key Mergers And Acquisitions
22.1 Dassault Systemes Acquired Diota
22.2 Hexagon AB Acquired LocLab
23 Recent Developments In The AI-Powered Simulation And Digital Twins Market
23.1 Expanding Generative AI Capabilities For Digital Twin Simulation
23.2 AI-Powered Intralogistics Digital Twin For Smart Warehousing
23.3 Driving Industry 5.0 With 5G-Powered Digital Twin And XR Applications
24 Opportunities And Strategies
24.1 Global AI-Powered Simulation And Digital Twins Market In 2029 - Countries Offering Most New Opportunities
24.2 Global AI-Powered Simulation And Digital Twins Market In 2029 - Segments Offering Most New Opportunities
24.3 Global AI-Powered Simulation And Digital Twins Market In 2029 - Growth Strategies
24.3.1 Market Trend Based Strategies
24.3.2 Competitor Strategies
25 Artificial Intelligence (AI) - Powered Simulation And Digital Twins Market, Conclusions And Recommendations