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세계의 AI 활용형 시뮬레이션 및 디지털 트윈 시장 : 기회와 전략(-2034년)

AI-Powered Simulation And Digital Twins Global Market Opportunities And Strategies To 2034

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 347 Pages | 배송안내 : 2-3일 (영업일 기준)

    
    
    




■ 보고서에 따라 최신 정보로 업데이트하여 보내드립니다. 배송일정은 문의해 주시기 바랍니다.

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.

자주 묻는 질문

  • AI 활용형 시뮬레이션 및 디지털 트윈 시장의 현재 규모와 미래 성장 전망은 어떻게 되나요?
  • AI 활용형 시뮬레이션 및 디지털 트윈의 주요 목적은 무엇인가요?
  • AI 기반 시뮬레이션 및 디지털 트윈 시장의 주요 기업은 어디인가요?
  • 디지털 전환 전략이 AI 활용형 시뮬레이션 및 디지털 트윈 시장에 미치는 영향은 무엇인가요?
  • AI 활용형 시뮬레이션 및 디지털 트윈 시장의 경쟁 구조는 어떻게 되나요?

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 26.01.07

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)
    • 8.4.1 Market Drivers 2019 - 2024
    • 8.4.2 Market Restraints 2019 - 2024
  • 8.5 Forecast Market Growth, 2024 - 2029, 2034F Value ($ Million)
  • 8.6 Forecast Growth Contributors/Factors
    • 8.6.1 Quantitative Growth Contributors
    • 8.6.2 Drivers
    • 8.6.3 Restraints
  • 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

  • 25.1 Conclusions
  • 25.2 Recommendations
    • 25.2.1 Product
    • 25.2.2 Place
    • 25.2.3 Price
    • 25.2.4 Promotion
    • 25.2.5 People

26 Appendix

  • 26.1 Geographies Covered
  • 26.2 Market Data Sources
  • 26.3 Research Methodology
  • 26.4 Currencies
  • 26.5 The Business Research Company
  • 26.6 Copyright and Disclaimer
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