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Digital Twin Market by Application (Predictive Maintenance, Business Optimization, Performance Monitoring, Inventory Management), Industry (Automotive & Transportation, Healthcare, Energy & Utilities), Enterprise and Geography - Forecast to 2028

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    Report

  • 281 Pages
  • July 2023
  • Region: Global
  • Markets and Markets
  • ID: 5146336

The global digital twin market is expected to grow from USD 10.1 billion in 2023 to USD 110.1 billion by 2028, at a CAGR of 61.3% during the forecast period. The growth of the digital twin market is driven mainly by the growing demand for digital twin in the healthcare industry and the growing focus on predictive maintenance. The market has been segmented into enterprise, application, industry, and region. The digital twin market has been studied in North America, Europe, Asia-Pacific, and the Rest of the World.

The digital twin market for the healthcare industry is expected to grow at the highest CAGR during the forecast period

The digital twin market for the healthcare industry is expected to grow at the highest CAGR during the forecast period. Digital twins offer immense potential to improve patient outcomes and healthcare delivery in healthcare. By creating virtual replicas of physical assets, processes, or even individuals, healthcare providers can gain valuable insights, optimize workflows, and enhance decision-making. Digital twins enable real-time monitoring, predictive analytics, and personalized treatments, leading to more effective and efficient healthcare practices. Furthermore, technological advancements play a significant role in driving the growth of the digital twin market in the healthcare industry. The proliferation of Internet of Things (IoT) devices, cloud computing, artificial intelligence, and big data analytics has made it easier to collect and process vast amounts of healthcare-related data. This data can be leveraged to build and refine digital twin models, enabling healthcare professionals to simulate and test various scenarios, identify potential issues, and develop targeted interventions.

Predictive maintenance segment is expected to dominate the digital twin market throughout the forecast period

The predictive maintenance application is expected to account for the largest size of the digital twin market throughout the forecast period. Predictive maintenance offers significant advantages in terms of cost savings and operational efficiency. By utilizing digital twin technology, organizations can continuously monitor the performance of their assets in real-time. This enables them to detect anomalies, identify potential equipment failures, and proactively schedule maintenance activities. Organizations can minimize disruptions, optimize asset utilization, and reduce overall maintenance costs by addressing maintenance needs before they escalate into costly breakdowns or downtime. In addition, predictive maintenance aligns well with the growing adoption of Internet of Things (IoT) devices and sensors. These connected devices generate vast data regarding asset performance, environmental conditions, and usage patterns. By leveraging digital twins, organizations can integrate and analyze this data to gain insights into asset health, predict failure probabilities, and prescribe preventive measures. This data-driven approach allows for optimized maintenance schedules, reduced unplanned downtime, and improved asset reliability.

Digital twin market in North America region to register highest CAGR between 2023 and 2028

The digital twin market in North America is expected to grow at the highest CAGR during the forecast period. North America has a robust technological infrastructure and a mature market for digital twin solutions. The region has numerous technology companies, research institutions, and innovative startups actively developing and implementing digital twin technologies across various industries. The availability of advanced technologies, expertise, and investments in research and development positions North America as a frontrunner in the digital twin market. Furthermore, North America has a strong presence in key industries that heavily rely on digital twin technologies, such as manufacturing, healthcare, automotive, aerospace, and defense. These industries recognize the value of digital twins in optimizing operations, improving product development, enhancing maintenance processes, and driving innovation. The increasing adoption of digital twins in these industries is expected to contribute significantly to regional market growth.

Breakdown of Primaries

  • In determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the digital twin market space. The break-up of primary participants for the report has been shown below:
  • By Company Type: Tier 1 - 45%, Tier 2 - 25%, and Tier 3 - 30%
  • By Designation: C-level Executives - 40%, Directors - 25%, and Others - 35%
  • By Region: North America - 40%, Europe - 25%, Asia-Pacific - 20%, and Rest of the World - 10%

Key players in the digital twin market are General Electric (US), Microsoft (US), Siemens (Germany), Amazon Web Services (US), ANSYS (US), Dassault Systèmes (France), PTC (US), Robert Bosch (Germany), and others.

Reasons to Buy the Report

The report will help the market leaders/new entrants with information on the closest approximate revenues for the digital twin and related segments. This report will help stakeholders understand the competitive landscape and gain more insights to strengthen their position in the market and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, opportunities, and challenges.

The report provides insights on the following pointers:

  • Analysis of key drivers (rising emphasis on digital twin in manufacturing industries to reduce cost and improve supply chain operations, increasing demand for digital twin from the healthcare industry, and growing focus on predictive maintenance), restraints (high investments associated with implementation of digital twin technology and susceptibility of digital twin to cyberattacks), opportunities (rising emphasis on advanced real-time data analytics, increasing adoption of industry 4.0 principles, and development of human-centered digital twins), and challenges (complexities associated with data collection and mathematical models and lack of skilled workforce and awareness regarding cost benefit offered by digital twins).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the digital twin market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the digital twin market across varied regions.
  • Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the digital twin market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players like General Electric (US), Microsoft (US), Siemens (Germany), Amazon Web Services (US), ANSYS (US), Dassault Systèmes (France), PTC (US), Robert Bosch (Germany), among others.

Table of Contents

1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.3 Market Scope
1.3.1 Markets Covered
Figure 1 Digital Twin Market Segmentation
1.3.2 Inclusions and Exclusions
1.3.3 Geographical Scope
1.3.4 Years Considered
1.4 Currency Considered
1.5 Limitations
1.6 Stakeholders
1.7 Summary of Changes
1.7.1 Impact of Recession
2 Research Methodology
2.1 Research Data
Figure 2 Digital Twin Market: Research Design
2.1.1 Secondary and Primary Research
Figure 3 Digital Twin Market: Research Approach
2.1.2 Secondary Data
2.1.2.1 List of Secondary Sources
2.1.2.2 Key Data from Secondary Sources
2.1.3 Primary Data
2.1.3.1 Primary Interviews with Experts
2.1.3.2 Key Data from Primary Sources
2.1.3.3 Key Industry Insights
2.1.3.4 Breakdown of Primaries
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.1.1 Approach to Capture Market Size Using Bottom-Up Analysis (Demand Side)
Figure 4 Bottom-Up Approach
2.2.2 Top-Down Approach
2.2.2.1 Approach to Capture Market Size Using Top-Down Analysis (Supply Side)
Figure 5 Top-Down Approach
Figure 6 Market Size Estimation Methodology: (Demand Side) Revenue Generated by Companies in Digital Twin Market
2.3 Market Breakdown and Data Triangulation
Figure 7 Data Triangulation Methodology
2.4 Research Assumptions
2.5 Parameters Considered to Analyze Impact of Recession on Digital Twin Market
2.6 Research Limitations
2.7 Risk Assessment
3 Executive Summary
Figure 8 Predictive Maintenance Segment to Hold Largest Market Share of Digital Twin Market, by Application, in 2028
Figure 9 Small & Medium Enterprises to Register Highest CAGR During Forecast Period
Figure 10 Automotive & Transportation Industry to Hold Largest Market Share During Forecast Period
Figure 11 North America Accounted for Largest Market Share in 2022
4 Premium Insights
4.1 Attractive Opportunities for Players in Digital Twin Market
Figure 12 Rising Adoption of Digital Twin Solutions by Manufacturing Firms to Fuel Market Growth
4.2 Digital Twin Market, by Application
Figure 13 Predictive Maintenance Segment to Dominate Market Throughout Forecast Period
4.3 Digital Twin Market in North America, by Industry and Country
Figure 14 Automotive & Transportation Industry and US to Secure Largest Market Share of North American Market in 2028
4.4 Digital Twin Market, by Industry
Figure 15 Automotive & Transportation Industry to Capture Largest Market Share in 2023
4.5 Digital Twin Market, by Country
Figure 16 China to Register Highest CAGR in Global Digital Twin Market During Forecast Period
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
Figure 17 Digital Twin Market: Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Growing Use of Digital Twin Technology to Reduce Costs and Improve Supply Chain Operations
5.2.1.2 Surging Demand for Digital Twin Technology from Healthcare Industry
5.2.1.3 Increasing Adoption of Predictive Maintenance Model Across Industries
Figure 18 Digital Twin Market: Impact of Drivers
5.2.2 Restraints
5.2.2.1 High Capital Requirement to Implement Digital Twin Technology
5.2.2.2 Susceptibility of Digital Twin Technology to Cyberattacks
Figure 19 Digital Twin Market: Impact of Restraints
5.2.3 Opportunities
5.2.3.1 Surging Demand for Advanced Real-Time Data Analytics
5.2.3.2 Increasing Adoption of Industry 4.0 Principles
5.2.3.3 Development of Human-Centered Digital Twins
Figure 20 Digital Twin Market: Impact of Opportunities
5.2.4 Challenges
5.2.4.1 Complexities Associated with Data Collection and Mathematical Models
5.2.4.2 Shortage of Skilled Workforce
Figure 21 Digital Twin Market: Impact of Challenges
5.3 Value Chain Analysis
Figure 22 Digital Twin Market: Value Chain Analysis
5.4 Ecosystem Mapping
Figure 23 Ecosystem Analysis
Table 1 Role of Key Players in Digital Twin Ecosystem
5.5 Pricing Analysis
5.5.1 Digital Twin Pricing, by Application
Figure 24 Average Selling Price of Digital Twin Solutions Offered by Key Companies, by Geography
Table 2 Average Selling Price of Digital Twin Solutions, by Region
5.6 Trends/Disruptions Impacting Customer Business
Figure 25 Revenue Shifts and New Revenue Pockets for Players in Digital Twin Market
5.7 Technology Analysis
5.7.1 IoT and IIoT
5.7.2 AI and ML
5.7.3 Augmented Reality, Virtual Reality, and Mixed Reality
5.7.4 5G
5.7.5 Cloud Computing and Edge Computing
5.7.6 Blockchain
5.8 Porter's Five Forces Analysis
Figure 26 Digital Twin Market: Porter's Five Forces Analysis
5.8.1 Threat of New Entrants
5.8.2 Threat of Substitutes
5.8.3 Bargaining Power of Buyers
5.8.4 Bargaining Power of Suppliers
5.8.5 Intensity of Competitive Rivalry
5.9 Key Stakeholders and Buying Criteria
5.9.1 Key Stakeholders in Buying Process
Figure 27 Influence of Stakeholders on Buying Process for Top Three Industries
Table 3 Influence of Stakeholders on Buying Process, by Industry
5.9.2 Buying Criteria
Figure 28 Key Buying Criteria of Top Three Industries
Table 4 Key Buying Criteria, by End-user
5.10 Case Study Analysis
5.10.1 Temple University, US, Uses Digital Twin Technology to Enhance Operations Across Campus
5.10.2 Faurecia Adopts 3Dexperience Digital Twin Platform to Optimize AGV Inbound Logistics
5.10.3 Doosan Optimizes Energy Output in Wind Farms by Implementing Azure Digital Twins
5.10.4 IBM Incorporates Digital Twins to Improve Spare Part Inventory
5.10.5 Use Healthcare Professionals Use Digital Twins to Develop Personalized and Better Care Plans
5.11 Trade Analysis
Figure 29 Import Data for Products Covered Under HS Code 851769, by Country, 2018-2022 (USD Million)
Figure 30 Export Data for Products Covered Under HS Code 851769, by Country, 2018-2022 (USD Million)
5.12 Patent Analysis
Figure 31 Top 10 Companies with Largest Number of Patent Applications for Digital Twins, 2013-2022
Table 5 Top 20 Patent Owners in Last 10 Years, 2013-2022
Figure 32 Number of Patents Granted from 2013 to 2022
Table 6 Digital Twin Market: Innovations and Patent Registrations, 2021-2022
5.13 Key Conferences and Events, 2023-2024
Table 7 Digital Twin Market: List of Conferences and Events
5.14 Tariffs and Regulatory Landscape
5.14.1 Regulatory Bodies, Government Agencies, and Other Organizations
Table 8 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 9 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 10 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 11 RoW: List of Regulatory Bodies, Government Agencies, and Other Organizations
5.14.2 Standards and Regulations Related to Digital Twin Technology
Table 12 Digital Twin: Standards and Regulations
6 Digital Twin Adoption in Different Processes, Components, Products, and Systems
6.1 Introduction
6.2 Component Digital Twin
6.3 Product Digital Twin
6.4 Process Digital Twin
6.5 System Digital Twin
7 Digital Twin Models
7.1 Introduction
7.2 Platform as a Service (PaaS)
7.3 Software as a Service (SaaS)
8 Digital Twin Market, by Enterprise Size
8.1 Introduction
Figure 33 Digital Twin Market for Small & Medium Enterprises to Grow at Higher CAGR During Forecast Period
Table 13 Digital Twin Market, by Enterprise Size, 2019-2022 (USD Million)
Table 14 Digital Twin Market, by Enterprise Size, 2023-2028 (USD Million)
8.2 Large Enterprises
8.2.1 Rapid Deployment of Blockchain Technology in Healthcare Sector to Drive Market
Table 15 Large Enterprises: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 16 Large Enterprises: Digital Twin Market, by Region, 2023-2028 (USD Million)
8.3 Small & Medium Enterprises (SMEs)
8.3.1 Subscription-based Digital Twin Services to Boost Segmental Growth
Table 17 Small & Medium Enterprises: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 18 Small & Medium Enterprises: Digital Twin Market, by Region, 2023-2028 (USD Million)
9 Digital Twin Market, by Application
9.1 Introduction
Figure 34 Digital Twin Market, by Application
Figure 35 Predictive Maintenance Segment to Lead Market During Forecast Period
Table 19 Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 20 Digital Twin Market, by Application, 2023-2028 (USD Million)
9.2 Product Design & Development
9.2.1 Rising Focus of Product Designers to Visualize and Analyze Products Virtually to Boost Segmental Growth
Table 21 Product Design & Development: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 22 Product Design & Development: Digital Twin Market, by Industry, 2023-2028 (USD Million)
9.3 Performance Monitoring
9.3.1 Greater Emphasis of Industry Players on Mitigating Costly Equipment Failures to Drive Segmental Growth
Table 23 Performance Monitoring: Digital Twin Market, by Industry 2019-2022 (USD Million)
Table 24 Performance Monitoring: Digital Twin Market, by Industry, 2023-2028 (USD Million)
9.4 Predictive Maintenance
9.4.1 Growing Focus of Manufacturing Firms on Cost Saving to Contribute to Segmental Growth
Table 25 Predictive Maintenance: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 26 Predictive Maintenance: Digital Twin Market, by Industry, 2023-2028 (USD Million)
9.5 Inventory Management
9.5.1 Increasing Adoption of Digital Twin to Avoid Stockouts to Support Segmental Growth
Table 27 Inventory Management: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 28 Inventory Management: Digital Twin Market, by Industry, 2023-2028 (USD Million)
9.6 Business Optimization
9.6.1 Strong Focus on Cost-Effective and Faster Productive Development to Drive Segmental Growth
Table 29 Business Optimization: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 30 Business Optimization: Digital Twin Market, by Industry, 2023-2028 (USD Million)
9.7 Other Applications
Table 31 Other Applications: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 32 Other Applications: Digital Twin Market, by Industry, 2023-2028 (USD Million)
10 Digital Twin Market, by Industry
10.1 Introduction
Figure 36 Digital Twin Market, by Industry
Figure 37 Healthcare Segment to Display Highest CAGR During Forecast Period
Table 33 Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 34 Digital Twin Market, by Industry, 2023-2028 (USD Million)
10.2 Automotive & Transportation
10.2.1 Need to Optimize and Enhance Time-Consuming Processes in Vehicle Manufacturing to Boost Adoption of Digital Twins
Table 35 Automotive & Transportation: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 36 Automotive & Transportation: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 37 Automotive & Transportation: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 38 Automotive & Transportation: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.3 Energy & Utilities
10.3.1 Rising Application of Digital Twin Technology in Wind Farms to Benefit Market
Table 39 Energy & Utilities: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 40 Energy & Utilities: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 41 Energy & Utilities: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 42 Energy & Utilities: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.4 Infrastructure
10.4.1 Smart City Projects and Smart Transportation Initiatives to Drive Market
Table 43 Infrastructure: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 44 Infrastructure: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 45 Infrastructure: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 46 Infrastructure: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.5 Healthcare
10.5.1 Digital Transformation in Healthcare Industry to Drive Market
Table 47 Healthcare: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 48 Healthcare: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 49 Healthcare: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 50 Healthcare: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.6 Aerospace
10.6.1 Pressing Need for Real-Time Telemetry Data to Avoid Dangerous Situations to Accelerate Demand for Digital Twin Technology
Table 51 Aerospace: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 52 Aerospace: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 53 Aerospace: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 54 Aerospace: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.7 Oil & Gas
10.7.1 Increasing Use of Digital Twin Optimize Oil and Gas Plant Operations to Drive Market
Table 55 Oil & Gas: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 56 Oil & Gas: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 57 Oil & Gas: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 58 Oil & Gas: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.8 Telecommunications
10.8.1 Rising Implementation of Digital Twin Solutions to Enhance Network Optimization and 5G Deployment to Strengthen Market
Table 59 Telecommunications: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 60 Telecommunications: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 61 Telecommunications: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 62 Telecommunications: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.9 Agriculture
10.9.1 Increased Focus on Real-Time Monitoring of Crops and Decision-Making to Boost Digital Twin Adoption to Contribute to Market Growth
Table 63 Agriculture: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 64 Agriculture: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 65 Agriculture: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 66 Agriculture: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.10 Retail
10.10.1 Surging Adoption of Digital Twin Solutions to Improve Customer Engagement and Satisfaction to Propel Market
Table 67 Retail: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 68 Retail: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 69 Retail: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 70 Retail: Digital Twin Market, by Region, 2023-2028 (USD Million)
10.11 Other Industries
Table 71 Other Applications: Digital Twin Market, by Application, 2019-2022 (USD Million)
Table 72 Other Applications: Digital Twin Market, by Application, 2023-2028 (USD Million)
Table 73 Other Applications: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 74 Other Applications: Digital Twin Market, by Region, 2023-2028 (USD Million)
11 Regional Analysis
11.1 Introduction
Figure 38 Digital Twin Market in China to Grow at Highest CAGR from 2023 to 2028
Figure 39 North America to Dominate Digital Twin Market During Forecast Period
Table 75 Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 76 Digital Twin Market, by Region, 2023-2028 (USD Million)
11.2 North America
11.3 North America: Recession Impact
Figure 40 North America: Digital Twin Market Snapshot
Table 77 North America: Digital Twin Market, by Country, 2019-2022 (USD Million)
Table 78 North America: Digital Twin Market, by Country, 2023-2028 (USD Million)
Table 79 North America: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 80 North America: Digital Twin Market, by Industry, 2023-2028 (USD Million)
Table 81 North America: Digital Twin Market, by Enterprise Size, 2019-2022 (USD Million)
Table 82 North America: Digital Twin Market, by Enterprise Size, 2023-2028 (USD Million)
11.3.1 US
11.3.1.1 Implementation of 3D Models and Digital Technologies Across Several Industries to Drive Market
11.3.2 Canada
11.3.2.1 Lowest Business Tax Burden to Attract Digital Twin Technology Providers
11.3.3 Mexico
11.3.3.1 Thriving Automotive Sector to Support Market Growth
11.4 Europe
11.4.1 Europe: Recession Impact
Figure 41 Europe: Digital Twin Market Snapshot
Table 83 Europe: Digital Twin Market, by Country, 2019-2022 (USD Million)
Table 84 Europe: Digital Twin Market, by Country, 2023-2028 (USD Million)
Table 85 Europe: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 86 Europe: Digital Twin Market, by Industry, 2023-2028 (USD Million)
Table 87 Europe: Digital Twin Market, by Enterprise Size, 2019-2022 (USD Million)
Table 88 Europe: Digital Twin Market, by Enterprise Size, 2023-2028 (USD Million)
11.4.2 Germany
11.4.2.1 Increasing Adoption of Inclination of Manufacturing Firms Toward Automation to Fuel Market Growth
11.4.3 France
11.4.3.1 Significant Contribution of Automotive and Aerospace Industries in Technology Adoption to Drive Market
11.4.4 UK
11.4.4.1 Steady Development of Renewable Energy Infrastructure and Adoption of 5G and IoT to Boost Demand
11.4.5 Rest of Europe
11.5 Asia-Pacific
11.5.1 Asia-Pacific: Recession Impact
Figure 42 Asia-Pacific: Digital Twin Market Snapshot
Table 89 Asia-Pacific: Digital Twin Market, by Country, 2019-2022 (USD Million)
Table 90 Asia-Pacific: Digital Twin Market, by Country, 2023-2028 (USD Million)
Table 91 Asia-Pacific: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 92 Asia-Pacific: Digital Twin Market, by Industry, 2023-2028 (USD Million)
Table 93 Asia-Pacific: Digital Twin Market, by Enterprise Size, 2019-2022 (USD Million)
Table 94 Asia-Pacific: Digital Twin Market, by Enterprise Size, 2023-2028 (USD Million)
11.5.2 China
11.5.2.1 Increasing Adoption of Automation Technologies to Propel Market
11.5.3 Japan
11.5.3.1 Rising Use of IoT Devices to Create Opportunities for Digital Twin Technology Providers
11.5.4 India
11.5.4.1 Make in India and Digital India Initiatives Undertaken by Governments to Drive Market
11.5.5 South Korea
11.5.5.1 Government-LED R&D Initiatives in IoT Technology to Boost Adoption of Digital Twins
11.5.6 Rest of Asia-Pacific
11.6 RoW
11.6.1 RoW: Recession Impact
Figure 43 RoW: Digital Twin Market Snapshot
Table 95 RoW: Digital Twin Market, by Region, 2019-2022 (USD Million)
Table 96 RoW: Digital Twin Market, by Region, 2023-2028 (USD Million)
Table 97 RoW: Digital Twin Market, by Industry, 2019-2022 (USD Million)
Table 98 RoW: Digital Twin Market, by Industry, 2023-2028 (USD Million)
Table 99 RoW: Digital Twin Market, by Enterprise Size, 2019-2022 (USD Million)
Table 100 RoW: Digital Twin Market, by Enterprise Size, 2023-2028 (USD Million)
11.6.2 South America
11.6.2.1 Surging Adoption of IIoT in Mining and Other Industries to Drive Market
11.6.3 Middle East
Table 101 Middle East: Digital Twin Market, by Country, 2019-2022 (USD Million)
Table 102 Middle East: Digital Twin Market, by Country, 2023-2028 (USD Million)
11.6.3.1 Saudi Arabia
11.6.3.1.1 Growing Focus of Oil & Gas Companies on Safe and Efficient Operations to Boost Demand for Digital Twin Solutions
11.6.3.2 UAE
11.6.3.2.1 Inclination of Industry Players Toward Smart Manufacturing to Drive Market
11.6.3.3 Rest of Middle East
11.6.4 Africa
11.6.4.1 Increasing Demand for Telecom and Power Supply Devices to Fuel Market Growth
12 Competitive Landscape
12.1 Overview
12.2 Key Player Strategies Adopted by Major Players
Table 103 Overview of Strategies Adopted by Digital Twin Providers
12.3 Five-Year Revenue Analysis of Top Companies, 2018-2022
Figure 44 Segmental Revenue of Key Players, 2018-2022
12.4 Market Share Analysis, 2022
Table 104 Digital Twin Market: Degree of Competition
Figure 45 Market Share Analysis, 2022
12.5 Digital Twin Market: Company Evaluation Matrix, 2022
12.5.1 Stars
12.5.2 Emerging Leaders
12.5.3 Pervasive Players
12.5.4 Participants
Figure 46 Digital Twin Market: Company Evaluation Matrix, 2022
12.6 Digital Twin Market: Company Footprint
Table 105 Company Footprint
Table 106 Industry Footprint
Table 107 Enterprise Footprint
Table 108 Region Footprint
12.7 Digital Twin Market: Startups/SMEs Evaluation Matrix, 2022
12.7.1 Progressive Companies
12.7.2 Responsive Companies
12.7.3 Dynamic Companies
12.7.4 Starting Blocks
Figure 47 Digital Twin Market: Startups/SMEs Evaluation Matrix, 2022
12.8 Detailed List of Key Startups/SMEs
Table 109 Digital Twin Market: Detailed List of Key Startups
Table 110 Digital Twin Market: Competitive Benchmarking of Key Startups/SMEs
12.9 Competitive Scenarios and Trends
12.9.1 Product Launches
Table 111 Digital Twin Market: Product Launches, 2020-2023
12.9.2 Deals
Table 112 Digital Twin Market: Deals, 2020-2023
12.9.3 Others
Table 113 Digital Twin Market: Others, 2020-2023
13 Company Profiles
(Business Overview, Products/Solutions/Services Offered, Recent Developments, Analyst's View)*
13.1 Key Players
13.1.1 General Electric
Table 114 General Electric: Business Overview
Figure 48 General Electric: Company Snapshot
Table 115 General Electric: Products/Solutions/Services Offered
13.1.2 Microsoft
Table 116 Microsoft: Business Overview
Figure 49 Microsoft: Company Snapshot
Table 117 Microsoft: Products/Solutions/Services Offered
13.1.3 Siemens
Table 118 Siemens: Business Overview
Figure 50 Siemens: Company Snapshot
Table 119 Siemens: Products/Solutions/Services Offered
13.1.4 Amazon Web Services, Inc. (AWS)
Table 120 Amazon Web Services, Inc.: Business Overview
Figure 51 Amazon Web Services, Inc.: Company Snapshot
Table 121 Amazon Web Services, Inc.: Products/Solutions/Services Offered
13.1.5 Dassault Systèmes
Table 122 Dassault Systèmes: Business Overview
Figure 52 Dassault Systèmes: Company Snapshot
Table 123 Dassault Systèmes: Products/Solutions/Services Offered
13.1.6 Ansys, Inc.
Table 124 Ansys, Inc.: Business Overview
Figure 53 Ansys, Inc.: Company Snapshot
Table 125 Ansys, Inc.: Products/Solutions/Services Offered
13.1.7 IBM Corporation
Table 126 IBM Corporation: Business Overview
Figure 54 IBM Corporation: Company Snapshot
Table 127 IBM Corporation: Products/Solutions/Services Offered
13.1.8 PTC
Table 128 PTC: Business Overview
Figure 55 PTC: Company Snapshot
Table 129 PTC: Products/Solutions/Services Offered
13.1.9 SAP SE
Table 130 SAP SE: Business Overview
Figure 56 SAP SE: Company Snapshot
Table 131 SAP SE: Products/Solutions/Services Offered
13.1.10 Oracle
Table 132 Oracle: Business Overview
Figure 57 Oracle: Company Snapshot
Table 133 Oracle: Products/Solutions/Services Offered
13.1.11 Robert Bosch GmbH
Table 134 Robert Bosch GmbH: Business Overview
Figure 58 Robert Bosch GmbH: Company Snapshot
Table 135 Robert Bosch GmbH: Products/Solutions/Services Offered
13.2 Other Key Players
13.2.1 Emerson Electric Co.
13.2.2 ABB
13.2.3 Honeywell International Inc.
13.2.4 Schneider Electric
13.2.5 Navvis
13.2.6 DNV AS
13.2.7 Autodesk Inc.
13.2.8 Andritz AG
13.2.9 Software AG
13.2.10 Bentley Systems, Incorporated
13.2.11 River Logic, Inc.
13.2.12 Altair Engineering Inc.
13.2.13 Johnson Controls
13.2.14 Nstream
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, Analyst's View Might Not be Captured in Case of Unlisted Companies
14 Adjacent and Related Markets
14.1 Industrial Robotics Market
14.2 Study Limitations
14.3 Industrial Robotics Market, by Payload
Figure 59 Industrial Robotics with Payload Capacity Ranging of 16.01 to 60.00 KG to Witness Highest CAGR During Forecast Period
Table 136 Industrial Robotics Market, by Payload, 2019-2022 (USD Million)
Table 137 Industrial Robotics Market, by Payload, 2023-2028 (USD Million)
Table 138 Industrial Robotics Market, by Payload, 2019-2022 (Thousand Units)
Table 139 Industrial Robotics Market, by Payload, 2023-2028 (Thousand Units)
14.4 Up to 16.00 KG
14.4.1 High Accuracy and Flexibility of Robots to Drive Demand in Food & Beverages and Automotive Verticals
Table 140 Types of Industrial Robots with Up to 16.00 KG Payload Capacity
14.5 16.01-60.00 KG
14.5.1 Automotive Industry to Offer Lucrative Opportunities for Players
Table 141 Types of Industrial Robots with 16.01-60.00 KG Payload Capacity
14.6 60.01-225.00 KG
14.6.1 Growing Adoption of Robots to Automate Assembling and Packaging of Consumer Electronics to Drive Market
Table 142 Types of Industrial Robots with 60.01-225.00 KG Payload Capacity
14.7 More Than 225.00 KG
14.7.1 Strong Focus on Improving Productivity and Workplace Safety to Accelerate Market Growth
Table 143 Types of Industrial Robots with More Than 225.00 KG Payload Capacity
15 Appendix
15.1 Insights from Industry Experts
15.2 Discussion Guide
15.3 KnowledgeStore: The Subscription Portal
15.4 Available Customizations

Companies Mentioned

  • 3Dexperience
  • ABB
  • Altair Engineering Inc.
  • Amazon Web Services, Inc. (AWS)
  • Andritz AG
  • Ansys, Inc.
  • Autodesk Inc.
  • Azure
  • Bentley Systems, Incorporated
  • Dassault Systèmes
  • DNV AS
  • Doosan
  • Emerson Electric Co.
  • Faurecia
  • General Electric
  • Honeywell International Inc.
  • IBM Corporation
  • Johnson Controls
  • Microsoft
  • Navvis
  • Nstream
  • Oracle
  • PTC
  • River Logic, Inc.
  • Robert Bosch GmbH
  • SAP SE
  • Schneider Electric
  • Siemens
  • Software AG
  • Temple University, US

Methodology

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Table Information