Artificial Intelligence (AI)-Powered Simulation And Digital Twins Global Market Report 2025
상품코드:1852279
리서치사:The Business Research Company
발행일:On Demand Report
페이지 정보:영문 250 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 규모는 최근 급격하게 확대되고 있습니다. 2024년 38억 9,000만 달러에서 2025년 54억 3,000만 달러에 달하고, CAGR 39.6%로 확대될 전망입니다. 이 기간의 성장은 시스템 레벨 시뮬레이션에 대한 수요 증가, 제품 설계의 복잡성 증가, 예지보전 채택 확대, 산업 자동화 확대, 가상 프로토타이핑에 대한 니즈 증가로 인해 이루어졌습니다.
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 규모는 향후 몇 년간 비약적인 성장이 예상됩니다. 2029년에는 CAGR 39.2%로 2029년 203억 6,000만 달러로 성장할 것입니다. 예측 기간 동안의 성장은 스마트 제조 도입 증가, 실시간 데이터 분석 도입 증가, 에너지 및 유틸리티 부문에서의 활용 확대, 디지털 전환 전략 확대, 업무 효율성에 대한 강조 강화에 의해 주도될 것으로 예측됩니다. 이 기간의 주요 동향으로는 기술 발전, AI 모델의 지속적인 혁신, 통합 디지털 트윈 생태계 개발, R&D 투자 증가, 제너레이티브 디자인 기술 발전 등을 들 수 있습니다.
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 AI 알고리즘과 머신러닝 기술을 사용하여 물리적 자산, 시스템 또는 프로세스의 가상 표현(디지털 트윈)을 생성하고, 이 모델에서 시뮬레이션을 실행하여 실제 성능을 예측, 최적화, 모니터링합니다. 모니터링합니다.
AI를 활용한 시뮬레이션 및 디지털 트윈의 주요 구성 요소는 솔루션과 서비스입니다. 솔루션은 디지털 트윈의 생성, 관리, 분석에 사용되는 소프트웨어 플랫폼과 도구로 구성됩니다. 디지털 트윈의 유형에는 제품, 프로세스, 시스템, 인간, 도시, 인프라 등이 있습니다. 배포 모델에는 클라우드 기반과 On-Premise 디지털 트윈이 있습니다. 이러한 솔루션은 제조 및 산업 자동화, 헬스케어 및 제약, 자동차 및 운송, 항공우주 및 방위, 에너지 및 유틸리티, 소매 및 전자상거래 등 다양한 산업 분야에 적용되고 있습니다.
2025년 봄, 미국의 급속한 관세 인상과 그에 따른 무역 마찰은 정보기술 분야, 특히 하드웨어 제조, 데이터 인프라, 소프트웨어 배포에 큰 영향을 미치고 있습니다. 수입 반도체, 회로 기판, 네트워크 장비에 대한 관세 인상은 하이테크 기업, 클라우드 서비스 제공업체, 데이터센터의 생산 및 운영 비용을 증가시키고 있습니다. 노트북, 서버, 가전제품의 부품을 전 세계적으로 조달하는 기업들은 리드타임이 길어지고 가격 상승 압력에 직면해 있습니다. 이와 함께 특수 소프트웨어 도구에 대한 관세와 주요 국제 시장의 보복 조치로 인해 세계 IT 공급망은 혼란에 빠졌고, 미국에서 개발된 기술에 대한 해외 수요가 감소하고 있습니다. 이를 극복하기 위해 국내 칩 제조에 대한 투자를 가속화하고, 공급업체 기반을 다양화하며, AI 기반 자동화를 도입하여 운영의 탄력성과 비용 효율성을 높이고 있습니다.
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈(Digital Twin) 산업에 대해 조사 분석했으며, 세계 시장 규모, 지역별 점유율, 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈(Digital Twin) 시장 점유율을 보유한 경쟁업체, 상세한 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈(Digital Twin) 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 통계, 시장 부문, 시장 동향, 비즈니스 기회 등 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 통계를 제공하며, 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 산업에서 성공하기 위해 필요한 데이터를 제공하는 The Business Research Company의 새로운 보고서 시리즈 중 하나입니다. 이 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 조사 보고서는 업계의 현재와 미래 시나리오를 상세하게 분석하여 필요한 모든 것을 완벽하게 전망합니다.
제조업의 디지털화 추세는 효율성에 대한 요구 증가와 기술 발전으로 인해 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장의 성장을 가속하고 있습니다. 디지털화는 물리적 프로세스와 정보를 디지털 형식으로 변환하여 제조 운영의 실시간 모니터링, 분석 및 최적화를 가능하게 합니다. AI를 활용한 시뮬레이션 및 디지털 트윈은 예지보전, 공정 최적화, 다운타임 감소, 업무 효율성 향상을 가능하게 합니다. 예를 들어, 2025년 7월까지 정보기술 혁신재단(Information Technology and Innovation Foundation)은 한국이 2028년까지 제조 및 서비스 로봇에 22억 달러를 투자할 계획이며, 2030년까지 전 세계에 100만 대의 로봇을 배치하는 것을 목표로 하고 있다고 보고했습니다. 로봇 배치를 목표로 하고 있다고 보고하고 있습니다.
실시간 엣지 AI의 기술 발전은 산업 현장의 의사결정을 더욱 강화시키고 있습니다. 산업용 코파일럿 솔루션은 제조 네트워크 내에서 로컬로 데이터를 처리하고 실행 가능한 통찰력을 제공함으로써 보다 신속한 의사결정과 효율적인 운영을 가능하게 합니다. 예를 들어, 2025년 1월 지멘스 AG는 실시간 의사결정을 위한 산업용 코파일럿, 3D 디지털 트윈 시뮬레이션을 위한 엔비디아 옴니버스(Nvidia Omniverse)와의 통합, 소니와 함께 개발한 복합 현실감 시스템 등 AI가 탑재된 툴을 발표했습니다.
2025년 3월, 지멘스 AG는 알테아 엔지니어링을 100억 달러에 인수하여 알테아의 고급 시뮬레이션, 고성능 컴퓨팅 및 AI 기술을 지멘스의 Xcelerator 플랫폼에 통합했습니다. 이번 인수는 종합적인 산업용 소프트웨어 포트폴리오를 구축하고, 디지털 트윈 기능을 강화하며, 지속 가능한 산업 변혁을 전 세계적으로 추진하기 위한 것입니다. 알테아 엔지니어링은 미국에 본사를 두고 있으며, 첨단 제품 설계 및 엔지니어링을 위한 AI를 활용한 시뮬레이션, 디지털 트윈, 고성능 컴퓨팅 솔루션을 제공합니다.
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장은 실시간 모델링, 가상 시스템 복제, 예측 분석, 데이터 기반 시뮬레이션, 성능 최적화 등의 서비스를 제공하는 사업체의 수익으로 구성됩니다. 시장 가치에는 서비스 제공업체가 판매하거나 서비스 제공에 포함된 관련 상품의 가치도 포함됩니다. 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장에는 엣지 컴퓨팅 장치, 3D 스캐닝 장비, 증강현실 및 가상현실 헤드셋, 자동화 컨트롤러, 시각화 디스플레이 시스템의 판매액도 포함됩니다. 이 시장의 가치는 '팩토리 게이트' 가치, 즉 상품의 생산자 또는 제작자가 다른 사업체(다운스트림 생산자, 도매업체, 유통업체, 소매업체 포함) 또는 최종 고객에게 직접 판매한 상품의 가치입니다. 이 시장에서 상품의 가치에는 상품을 만든 사람이 판매하는 관련 서비스도 포함됩니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향과 전략
제4장 시장 : 금리, 인플레이션, 지정학, 무역 전쟁과 관세, 그리고 코로나 팬데믹과 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석과 전략 분석 프레임워크
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 : PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인과 억제요인)
최종 이용 산업 분석
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 성장률 분석
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 실적 : 규모와 성장, 2019-2024
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 예측 : 규모와 성장, 2024-2029, 2034F
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 : 전체 시장 규모(TAM)
제6장 시장 세분화
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 컴포넌트별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
솔루션
서비스
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 디지털 트윈 유형별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
제품 디지털 트윈
프로세스 디지털 트윈
시스템 디지털 트윈
인간 디지털 트윈
도시 및 인프라 디지털 트윈
기타 유형 디지털 트윈
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 전개 모델별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
클라우드 기반 디지털 트윈
On-Premise 디지털 트윈
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 업계별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
제조업 및 산업 자동화
헬스케어 및 의약품
자동차 및 운송
항공우주 및 방위
에너지 및 유틸리티
소매업 및 E-Commerce
기타 업종
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 솔루션(유형별), 분석과 예측, 2019-2024, 2024-2029F, 2034F
시뮬레이션 소프트웨어
디지털 트윈 플랫폼
인공지능 알고리즘과 모델
시각화 및 3D 모델링 툴
통합 및 데이터 관리툴
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 서비스(유형별), 분석과 예측, 2019-2024, 2024-2029F, 2034F
컨설팅 서비스
시스템 통합 서비스
지원 및 유지관리
트레이닝 및 교육
매니지드 서비스
제7장 지역별/국가별 분석
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 지역별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
세계의 인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 국가별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도와 기업 개요
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 경쟁 구도
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장 : 기업 개요
SAP SE : 개요, 제품 및 서비스, 전략 및 재무 분석
ABB Ltd. : 개요, 제품 및 서비스, 전략 및 재무 분석
Siemens AG : 개요, 제품 및 서비스, 전략 및 재무 분석
Autodesk Inc. : 개요, 제품 및 서비스, 전략 및 재무 분석
SymphonyAI LLC : 개요, 제품 및 서비스, 전략 및 재무 분석
제31장 기타 주요 기업 및 혁신 기업
Rescale Inc.
OroraTech GmbH
Sight Machine Inc.
Travancore Analytics Pvt. Ltd.
Cosmo Tech SAS
Treedis Ltd.
Duality AI Inc.
Geminus.AI Inc.
Twyn Reality Technologies Pvt. Ltd.
Cloudworx Inc.
TwinThread Inc.
Basetwo AI Inc.
BOOM Interactive Inc.
Twinit Technologies Private Limited
Xaba Inc.
제32장 세계 시장 경쟁 벤치마킹과 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장 잠재력이 높은 국가, 부문, 전략
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장(2029년) : 새로운 기회를 제공하는 국가
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장(2029년) : 새로운 기회를 제공하는 부문
인공지능(AI) 기반 시뮬레이션 및 디지털 트윈 시장(2029년) : 성장 전략
시장 동향에 근거한 전략
경쟁 전략
제36장 부록
LSH
영문 목차
영문목차
Artificial intelligence (AI)-powered simulation and digital twins involve using AI algorithms and machine learning techniques to create virtual representations (digital twins) of physical assets, systems, or processes, and to run simulations on these models to predict, optimize, and monitor real-world performance.
The main components of AI-powered simulation and digital twins are solutions and services. Solutions consist of software platforms and tools used to create, manage, and analyze digital twins. Types of digital twins include product, process, system, human, city and infrastructure, and others. Deployment models include cloud-based and on-premises digital twins. These solutions are applied across multiple industry verticals, including manufacturing and industrial automation, healthcare and pharmaceuticals, automotive and transportation, aerospace and defense, energy and utilities, retail and e-commerce, and others.
Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.
The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.
The artificial intelligence (AI)-powered simulation and digital twins market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI)-powered simulation and digital twins market statistics, including the artificial intelligence (AI)-powered simulation and digital twins industry global market size, regional shares, competitors with the artificial intelligence (AI)-powered simulation and digital twins market share, detailed artificial intelligence (AI)-powered simulation and digital twins market segments, market trends, and opportunities, and any further data you may need to thrive in the artificial intelligence (AI)-powered simulation and digital twins industry. This artificial intelligence (AI)-powered simulation and digital twins market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.
The artificial intelligence (AI)-powered simulation and digital twins market size has grown exponentially in recent years. It will grow from $3.89 billion in 2024 to $5.43 billion in 2025 at a compound annual growth rate (CAGR) of 39.6%. The growth during the historical period was driven by rising demand for system-level simulation, increasing complexity in product design, growing adoption of predictive maintenance, expansion of industrial automation, and a higher need for virtual prototyping.
The artificial intelligence (AI)-powered simulation and digital twins market size is expected to see exponential growth in the next few years. It will grow to $20.36 billion in 2029 at a compound annual growth rate (CAGR) of 39.2%. The growth during the forecast period is expected to be driven by increasing implementation of smart manufacturing, rising adoption of real-time data analytics, growing use in the energy and utilities sector, expansion of digital transformation strategies, and a stronger focus on operational efficiency. Key trends in this period include technological advancements, continuous innovation in AI models, development of integrated digital twin ecosystems, increased research and development investments, and progress in generative design technologies.
The growing trend of digitization in manufacturing is driving the growth of the artificial intelligence (AI)-powered simulation and digital twins market due to increasing efficiency demands and technological advancements. Digitization converts physical processes and information into digital formats, enabling real-time monitoring, analysis, and optimization of manufacturing operations. AI-powered simulation and digital twins enhance operational efficiency by enabling predictive maintenance, process optimization, and reduced downtime. For instance, by July 2025, the Information Technology and Innovation Foundation reported that South Korea plans to invest $2.2 billion in manufacturing and service robotics by 2028, targeting the deployment of one million robots worldwide by 2030.
Technological advancements in real-time edge AI are further enhancing on-site industrial decision-making. Industrial copilot solutions process data locally within manufacturing networks to deliver actionable insights, enabling faster decisions and more efficient operations. For example, in January 2025, Siemens AG launched a suite of AI-powered tools, including Industrial Copilot for real-time decision-making, integration with Nvidia Omniverse for 3D digital twin simulation, and a mixed reality system developed with Sony, all aimed at accelerating smart, efficient, and sustainable manufacturing processes.
In March 2025, Siemens AG acquired Altair Engineering Inc. for $10 billion to integrate its advanced simulation, high-performance computing, and AI technologies into Siemens' Xcelerator platform. This acquisition aims to create a comprehensive industrial software portfolio, enhance digital twin capabilities, and drive sustainable industrial transformation globally. Altair Engineering is a US-based provider of AI-powered simulation, digital twin, and high-performance computing solutions for advanced product design and engineering.
Major players in the artificial intelligence (AI)-powered simulation and digital twins market are SAP SE, ABB Ltd., Siemens AG, Autodesk Inc., SymphonyAI LLC, Rescale Inc., OroraTech GmbH, Sight Machine Inc., Travancore Analytics Pvt. Ltd., Cosmo Tech SAS, Treedis Ltd., Duality AI Inc., Geminus.AI Inc., Twyn Reality Technologies Pvt. Ltd., Cloudworx Inc., TwinThread Inc., Basetwo AI Inc., BOOM Interactive Inc., Twinit Technologies Private Limited, and Xaba Inc.
North America was the largest region in the artificial intelligence (AI)-powered simulation and digital twins market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-powered simulation and digital twins report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.
The countries covered in the artificial intelligence (AI)-powered simulation and digital twins market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.
The artificial intelligence (AI)-powered simulation and digital twins market consists of revenues earned by entities by providing services such as real-time modeling, virtual system replication, predictive analytics, data-driven simulation, and performance optimization. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI)-powered simulation and digital twins market also includes sales of edge computing devices, 3D scanning equipment, augmented and virtual reality headsets, automation controllers, and visualization display systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
Artificial Intelligence (AI)-Powered Simulation And Digital Twins Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on artificial intelligence (ai)-powered simulation and digital twins market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
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Where is the largest and fastest growing market for artificial intelligence (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, including technological disruption, regulatory shifts, and changing consumer preferences? The artificial intelligence (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 historic and forecast market growth by geography.
The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:
The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.
Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:1) By Component: Solution; Services
2) By Type Of Digital Twin: Product Digital Twins; Process Digital Twins; System Digital Twins; Human Digital Twins; City And Infrastructure Digital Twins; Other Type Of Digital Twins
3) By Deployment Model: Cloud-Based Digital Twins; On-Premises Digital Twins
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
Subsegments:
1) By Solution: Simulation Software; Digital Twin Platforms; Artificial Intelligence Algorithms And Models; Visualization And 3D Modeling Tools; Integration And Data Management Tools
2) By Services: Consulting Services; System Integration Services; Support And Maintenance; Training And Education; Managed Services
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,
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.
Delivery Format: PDF, Word and Excel Data Dashboard.
Table of Contents
1. Executive Summary
2. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Characteristics
3. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Trends And Strategies
4. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market
4.1. Supply Chain Impact from Tariff War & Trade Protectionism
5. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Growth Analysis And Strategic Analysis Framework
5.1. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
5.2. Analysis Of End Use Industries
5.3. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Growth Rate Analysis
5.4. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Total Addressable Market (TAM)
6. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Segmentation
6.1. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Solution
Services
6.2. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Product Digital Twins
Process Digital Twins
System Digital Twins
Human Digital Twins
City And Infrastructure Digital Twins
Other Type Of Digital Twins
6.3. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Cloud-Based Digital Twins
On-Premises Digital Twins
6.4. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Industry Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Manufacturing And Industrial Automation
Healthcare And Pharmaceuticals
Automotive And Transportation
Aerospace And Defense
Energy And Utilities
Retail And E-Commerce
Other Industry Verticals
6.5. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Simulation Software
Digital Twin Platforms
Artificial Intelligence Algorithms And Models
Visualization And 3D Modeling Tools
Integration And Data Management Tools
6.6. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Consulting Services
System Integration Services
Support And Maintenance
Training And Education
Managed Services
7. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Regional And Country Analysis
7.1. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8. Asia-Pacific Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
8.1. Asia-Pacific Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
9. China Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
9.1. China Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
9.2. China Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.3. China Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.4. China Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
10. India Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
10.1. India Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.2. India Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.3. India Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11. Japan Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
11.1. Japan Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
11.2. Japan Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.3. Japan Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.4. Japan Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12. Australia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
12.1. Australia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.2. Australia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.3. Australia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13. Indonesia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
13.1. Indonesia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.2. Indonesia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.3. Indonesia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14. South Korea Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
14.1. South Korea Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
14.2. South Korea Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.3. South Korea Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.4. South Korea Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15. Western Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
15.1. Western Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
15.2. Western Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.3. Western Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.4. Western Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16. UK Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
16.1. UK Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.2. UK Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.3. UK Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17. Germany Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
17.1. Germany Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.2. Germany Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.3. Germany Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18. France Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
18.1. France Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.2. France Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.3. France Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19. Italy Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
19.1. Italy Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.2. Italy Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.3. Italy Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20. Spain Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
20.1. Spain Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.2. Spain Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.3. Spain Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21. Eastern Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
21.1. Eastern Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
21.2. Eastern Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22. Russia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
22.1. Russia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.2. Russia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.3. Russia Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23. North America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
23.1. North America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
23.2. North America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.3. North America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.4. North America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24. USA Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
24.1. USA Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
24.2. USA Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.3. USA Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.4. USA Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25. Canada Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
25.1. Canada Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
25.2. Canada Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.3. Canada Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.4. Canada Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26. South America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
26.1. South America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
26.2. South America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.3. South America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.4. South America Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27. Brazil Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
27.1. Brazil Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.2. Brazil Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.3. Brazil Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28. Middle East Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
28.1. Middle East Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
28.2. Middle East Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.3. Middle East Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.4. Middle East Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29. Africa Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
29.1. Africa Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Overview
29.2. Africa Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.3. Africa Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Type Of Digital Twin, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.4. Africa Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
30. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Competitive Landscape And Company Profiles
30.1. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Competitive Landscape
30.2. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Company Profiles
30.2.1. SAP SE Overview, Products and Services, Strategy and Financial Analysis
30.2.2. ABB Ltd. Overview, Products and Services, Strategy and Financial Analysis
30.2.3. Siemens AG Overview, Products and Services, Strategy and Financial Analysis
30.2.4. Autodesk Inc. Overview, Products and Services, Strategy and Financial Analysis
30.2.5. SymphonyAI LLC Overview, Products and Services, Strategy and Financial Analysis
31. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Other Major And Innovative Companies
31.1. Rescale Inc.
31.2. OroraTech GmbH
31.3. Sight Machine Inc.
31.4. Travancore Analytics Pvt. Ltd.
31.5. Cosmo Tech SAS
31.6. Treedis Ltd.
31.7. Duality AI Inc.
31.8. Geminus.AI Inc.
31.9. Twyn Reality Technologies Pvt. Ltd.
31.10. Cloudworx Inc.
31.11. TwinThread Inc.
31.12. Basetwo AI Inc.
31.13. BOOM Interactive Inc.
31.14. Twinit Technologies Private Limited
31.15. Xaba Inc.
32. Global Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market Competitive Benchmarking And Dashboard
33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
34. Recent Developments In The Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market
35. Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market High Potential Countries, Segments and Strategies
35.1 Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market In 2029 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market In 2029 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI)-Powered Simulation And Digital Twins Market In 2029 - Growth Strategies