Digital Twin Market by Enterprise, Application (Predictive Maintenance, Business optimization), Industry (Aerospace, Automotive & Transportation, Healthcare, Infrastructure, Energy & Utilities) and Geography - Global Forecast to 2027

Digital Twin Market by Enterprise, Application (Predictive Maintenance, Business optimization), Industry (Aerospace, Automotive & Transportation, Healthcare, Infrastructure, Energy & Utilities) and Geography - Global Forecast to 2027

The digital twin market is expected to grow from USD 6.9 billion in 2022 to USD 73.5 billion by 2027, at a CAGR of 60.6% during the forecast period. rising emphasis on digital twins in manufacturing industries to reduce cost and improve supply chain operationsis driving the market for digital twin. Owing toincreasing demand for digital twin from healthcare industry, the market for digital twin is expected accelerate further. Furthermore, high investments associated with implementation of digital twin technology; and susceptibility of digital twin to cyberattacks are major restraints to the market.

“The digital twin market for healthcare industryis expected to grow at highest CAGR during the forecast period”

The digital twin market for healthcare industry is expected to grow at highest CAGR during the forecast period. In healthcare, digital twins are used to create a patient's digital twin that captures continuous data from the individual concerning various vitals, medical conditions, drug and therapy responses, and the surrounding ecosystem. Each patient's historical and real-time data aids the ML algorithm in predicting future health issues. The model alerts the patient for prescriptions, dietary habit modifications, and medical consultation based on the patient's lifestyle, daily food habits, and blood sugar data. Digital twin uses AI-powered models to generate more tailored and better treatment plans based on a significant amount of rich data from multiple internet of medical things (IoMT) devices. Using insights from each patient's unique digital twin, the proper therapy may be determined, the success of a given procedure can be predicted, and chronic diseases can be managed.

“Predictive maintenance segmentis 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. Digital twin can help in prediction of failures on the basis of real-time data collection and enable just-in-time repair of components,if possible. This method not only replaces components on the verge of failure but also increases component lifetime by decreasing unscheduled maintenance and labor expenses. Businesses can save money and gain a competitive advantage by taking this approach.In the aerospace business, digital twins facilitate predictive analysis and fault diagnosis of jet engines. Digital twins are used in the aerospace sector to reduce unplanned downtime for engines and other systems. Similarly, with digital twin, building maintenance businesses are able to accurately forecast when and for how long certain components of a ventilation system will be in operation, if they behave as predicted, and whether or not it will be essential to replace a filter, for example. This allows for optimal technician scheduling as well as automatic ordering of essential replacement components a few weeks ahead of time.

“Digital twin market in North America region to register highest CAGR between 2022 and 2027”

The digital twin market in North America is expected to grow at the highest CAGR during the forecast period. Further, North America is also expected to account for the largest share of digital twin market throughout the forecast period. North America accounted for ~38% of the digital twin market in 2021. The region is a major provider as well user ofdigital twin technology and is expected to provide ample growth opportunities for the digital twin providers in the market. It is one of the fastest-growing regions in terms of development and technological adoption. Increased R&D in the field of the IoT and IIoT and surging demand for efficient and cost-effective technologies for product manufacturing are also supporting the regional market growth. Further, the adoption of automation and enabling technologies in the above-mentioned industries is rising owing to the need to gain real-time dataand visibility into production activities. Key factors driving growth in this region are rising emphasis on digital twin in manufacturing industries to reduce cost and improve supply chain, and R&Dinvestments by manufacturers to drive innovation in their manufacturing processes.

Breakdown of primaries

In the process of 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 twinmarketspace. 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– 50%, Directors– 30%, and Others – 20%

By Region:North America–45%,Europe– 35%, Asia Pacific – 10%,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), Oracle (US), DNV (Norway), Autodesk (US), SAP (Germany), Emerson (US), ABB (Switzerland), Honeywell (US), IBM (US), Johnson Controls (Ireland), Schneider Electric (France), Software AG (Germany), NavVis (Germany), Bentley Systems (US), Altair (US), SWIM AI (US), River Logic (US), and ANDRITZ (Austria). SMEs/startups covered in the study are Sight Machine (US), Sensat(UK), Cosmo Tech (France), Artemis Technologies (Ireland), FEops(Belgium), Pratiti Technologies (India), QiO Technologies (UK), VEERUM (Canada), Datumix(US), synavision(Germany), Petra Sata Science (Australia), MEIK LABS (US), DigitalTwin Technology(Germany), TWAICE Technologies (Germany), Allvision Io (US), and HASH (UK).

Research Coverage:

The report describes the detailed information regarding the major factors such as drivers, restraints, challenges, and opportunities influencing the growth of the digital twin market. It also includes technology trends, trade data, and patent analysis. This research report categorizes the digital market based on enterprise, application, industry, and region. A detailed analysis of the key industry players was carried out to provide insights into their business overviews; products/solutions offered; key strategies adopted that include new product launches, deals (mergers, acquisitions, partnerships, cooperation, alliances, collaborations, agreements, contracts, and investments), and others (expansions),and COVID-19 impact ondigital twin market.

Key Benefits of Buying the Report

The report would help leaders/new entrants in this market in the following ways:

1. This report segments the digital twinmarket comprehensively and provides the closest market size projectionfor allsubsegments across different regions.

2. The report helps stakeholders understand the pulse of the market and provides them with information on key drivers, restraints, challenges, and opportunities for market growth.

3. This report would help stakeholders understand their competitorsbetter and gain more insights to improve their position in the business. The competitive landscape section includes competitor ecosystem, product developments and launches, partnerships, and mergers and acquisitions.

4. The analysis of the top 25 companies, based onmarket share/rank as well asthe product footprint will help stakeholdersvisualize the market positioning of these key players.

5. Patent analysis, trade data,pricing analysis, and technological trends that will shape the market in the coming years has also been covered in this report.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKETS COVERED
      • REGIONAL SCOPE
      • YEARS CONSIDERED
    • CURRENCY
    • LIMITATIONS
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA AND PRIMARY RESEARCH
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • DATA TRIANGULATION
    • ASSUMPTIONS
    • LIMITATIONS
    • RISK ASSESSMENT
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • DIGITAL TWIN MARKET OVERVIEW
    • DIGITAL TWIN MARKET, BY APPLICATION
    • NORTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY AND COUNTRY
    • DIGITAL TWIN MARKET, BY INDUSTRY
    • DIGITAL TWIN MARKET, BY COUNTRY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • VALUE CHAIN ANALYSIS
      • PLANNING AND REVISING FUNDS
      • RESEARCH AND DEVELOPMENT
      • SOFTWARE DESIGN, FRAMEWORK, AND DEVELOPMENT
      • PRODUCTS/SOLUTIONS PROVIDERS
      • END-USER INDUSTRIES AND AFTER-SALES SERVICE PROVIDERS
    • ECOSYSTEM
      • Table LIST OF COMPANIES AND THEIR ROLE IN DIGITAL TWIN ECOSYSTEM
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE, BY APPLICATION (KEY PLAYERS)
        • Table AVERAGE SELLING PRICES OF PRODUCTS/SOLUTIONS, BY TOP THREE REGION (KEY PLAYERS)
      • AVERAGE SELLING PRICE TREND
    • TRENDS IMPACTING CUSTOMERS’ BUSINESSES
    • TECHNOLOGY TRENDS
      • IOT AND IIOT
      • ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING (ML)
      • EXTENDED REALITY: AUGMENTED REALITY, VIRTUAL REALITY, AND MIXED REALITY
      • 5G
      • CLOUD COMPUTING AND EDGE COMPUTING
      • BLOCKCHAIN
    • DIGITAL TWIN MARKET: PORTER’S FIVE FORCES ANALYSIS
      • Table DIGITAL TWIN MARKET: PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF BUYERS
      • BARGAINING POWER OF SUPPLIERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE INDUSTRIES (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE END-USER INDUSTRIES
    • CASE STUDIES
      • USE CASE: AEROSPACE
        • Table INTEGRATING DIGITAL TWIN WITH AI-BASED PREDICTIVE MAINTENANCE INTO AIRCRAFT FLEETS
      • USE CASE: AUTOMOTIVE
        • Table OPTIMIZATION OF AUTOMATED GUIDED VEHICLE LOGISTICS WITH DIGITAL TWIN PLATFORM
      • USE CASE: ENERGY & UTILITIES
        • Table DOOSAN OPTIMIZED ENERGY OUTPUT IN WIND FARMS WITH AZURE DIGITAL TWINS
      • USE CASE: HEALTHCARE
        • Table DIGITAL TWIN OF HUMAN BODY AND BODY ORGANS IMPROVES DRUG TREATMENT
      • USE CASE: INFRASTRUCTURE
        • Table TEMPLE UNIVERSITY USED SMART BUILDING DIGITAL TWIN FOR OPTIMIZING OPERATIONS ACROSS UNIVERSITY
    • TRADE ANALYSIS
      • IMPORT SCENARIO
      • EXPORT SCENARIO
    • PATENT ANALYSIS
      • Table TOP 15 PATENT OWNERS IN LAST 10 YEARS (2012–2021)
      • Table PATENTS FILED FOR DIGITAL TWIN, 2021
    • KEY CONFERENCES & EVENTS TO BE HELD DURING 2022–2023
      • Table DIGITAL TWIN MARKET: DETAILED LIST OF CONFERENCES & EVENTS
    • TARIFFS AND REGULATIONS
      • TARIFFS
        • Table US: MFN TARIFFS FOR PRODUCTS WITH HS CODE 851769 (INCLUDING IOT & IIOT), BY KEY COUNTRY
        • Table CHINA: FOR PRODUCTS WITH HS CODE 851769 (INCLUDING IOT & IIOT), BY KEY COUNTRY
      • REGULATIONS AND STANDARDS
        • Table DIGITAL TWIN: STANDARDS AND REGULATIONS
  • DIGITAL TWIN MARKET, BY USAGE TYPE
    • INTRODUCTION
    • COMPONENT DIGITAL TWIN
    • PRODUCT DIGITAL TWIN
    • PROCESS DIGITAL TWIN
    • SYSTEM DIGITAL TWIN
  • DIGITAL TWIN MARKET, BY ENTERPRISE
    • INTRODUCTION
      • Table DIGITAL TWIN MARKET, BY ENTERPRISE, 2018–2021 (USD MILLION)
      • Table DIGITAL TWIN MARKET, BY ENTERPRISE, 2022–2027 (USD MILLION)
    • LARGE ENTERPRISES
      • LARGE ENTERPRISES USE DIGITAL TWIN FOR TRACKING ASSETS THROUGHOUT SUPPLY CHAIN
        • Table LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • SMALL & MEDIUM-SIZED ENTERPRISES
      • SMES ADOPT DIGITAL TWIN TO GAIN COMPETITIVE ADVANTAGE OVER ESTABLISHED PLAYERS
        • Table SMALL & MEDIUM ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table SMALL & MEDIUM ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
  • DIGITAL TWIN MARKET, BY APPLICATION
    • INTRODUCTION
      • Table DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
      • Table DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
    • PRODUCT DESIGN & DEVELOPMENT
      • DIGITAL TWIN HELPS IN PRODUCT DESIGN & DEVELOPMENT BY MONITORING KEY PERFORMANCE INDICATORS IN REAL TIME
        • Table PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
        • Table PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • PERFORMANCE MONITORING
      • PERFORMANCE MONITORING OPTIMIZES OPERATIONAL DOWNTIME, TRIGGERS PRE-EMPTIVE MAINTENANCE, AND MITIGATES COSTLY FAILURES
        • Table PERFORMANCE MONITORING: DIGITAL TWIN MARKET, 2018–2021 (USD MILLION)
        • Table PERFORMANCE MONITORING: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • PREDICTIVE MAINTENANCE
      • DIGITAL TWIN PREDICTS FAILURES BASED ON REAL-TIME DATA COLLECTION
        • Table PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • INVENTORY MANAGEMENT
      • DIGITAL TWINS AID END USERS IN INVENTORY OPTIMIZATION ACROSS ENTIRE NETWORK
        • Table INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
        • Table INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • BUSINESS OPTIMIZATION
      • BUSINESS OPTIMIZATION APPLICATION TO REGISTER HIGHEST GROWTH IN DIGITAL TWIN MARKET DURING FORECAST PERIOD
        • Table BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
        • Table BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • OTHER APPLICATIONS
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY 2018–2021 (USD MILLION)
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY 2022–2027 (USD MILLION)
  • DIGITAL TWIN MARKET, BY INDUSTRY
    • INTRODUCTION
      • Table DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
      • Table DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
    • AEROSPACE
      • AEROSPACE INDUSTRY LEVERAGES DIGITAL TWIN FOR PRODUCT DESIGNING & DEVELOPMENT, AND MAINTENANCE PURPOSES
        • Table AEROSPACE: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table AEROSPACE: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table AEROSPACE: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table AEROSPACE: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • AUTOMOTIVE & TRANSPORTATION
      • AUTOMOTIVE & TRANSPORTATION INDUSTRY USES DIGITAL TWIN FOR PRODUCT DESIGN & DEVELOPMENT
        • Table AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • INFRASTRUCTURE
      • INITIATION OF SMART CITY PROJECTS TO PROPEL DIGITAL TWIN MARKET GROWTH
        • Table INFRASTRUCTURE: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table INFRASTRUCTURE: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table INFRASTRUCTURE: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table INFRASTRUCTURE: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • HEALTHCARE
      • GROWING TREND OF DIGITALIZATION IN HEALTHCARE TO BOOST ADOPTION OF DIGITAL TWIN TECHNOLOGY
        • Table HEALTHCARE: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table HEALTHCARE: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table HEALTHCARE: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table HEALTHCARE: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • ENERGY & UTILITIES
      • DIGITAL TWIN HELPS UTILITIES TO IMPROVE PRODUCTIVITY AND EMERGENCY RESPONSE
        • Table ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • OIL & GAS
      • OIL & GAS INDUSTRY USES DIGITAL TWIN FOR PREDICTIVE MAINTENANCE
        • Table OIL & GAS: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table OIL & GAS: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table OIL & GAS: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table OIL & GAS: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • AGRICULTURE
      • FOCUS ON REAL-TIME MONITORING OF CROPS AND AGRICULTURAL MACHINES TO BOOST DIGITAL TWIN ADOPTION
        • Table AGRICULTURE: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table AGRICULTURE: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table AGRICULTURE: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table AGRICULTURE: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • TELECOMMUNICATIONS
      • 5G COMMERCIALIZATION WOULD FUEL DEMAND FOR DIGITAL TWIN IN TELECOMMUNICATIONS
        • Table TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • RETAIL
      • DIGITAL TWIN ENABLES TRACKING OF PRODUCT ACROSS SUPPLY CHAIN FOR INVENTORY MANAGEMENT
        • Table RETAIL: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
        • Table RETAIL: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
        • Table RETAIL: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
        • Table RETAIL: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • OTHER INDUSTRIES
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
      • Table OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
  • REGIONAL ANALYSIS
    • INTRODUCTION
      • Table DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
      • Table DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY, 2018-2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY ENTERPRISE, 2018–2021 (USD MILLION)
      • Table NORTH AMERICA: DIGITAL TWIN MARKET, BY ENTERPRISE, 2022–2027 (USD MILLION)
      • US
      • CANADA
      • MEXICO
    • EUROPE
      • Table EUROPE: DIGITAL TWIN MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
      • Table EUROPE: DIGITAL TWIN MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • Table EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY, 2018-2021 (USD MILLION)
      • Table EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
      • Table EUROPE: DIGITAL TWIN MARKET, BY ENTERPRISE, 2018–2021 (USD MILLION)
      • Table EUROPE: DIGITAL TWIN MARKET, BY ENTERPRISE, 2022–2027 (USD MILLION)
      • GERMANY
      • FRANCE
      • UK
      • REST OF EUROPE
    • ASIA PACIFIC
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY, 2018-2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY ENTERPRISE, 2018–2021 (USD MILLION)
      • Table ASIA PACIFIC: DIGITAL TWIN MARKET, BY ENTERPRISE, 2022–2027 (USD MILLION)
      • CHINA
      • JAPAN
      • INDIA
      • SOUTH KOREA
      • REST OF ASIA PACIFIC
    • REST OF THE WORLD
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY REGION, 2018–2021 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY REGION, 2022–2027 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY ENTERPRISE, 2018–2021 (USD MILLION)
      • Table REST OF THE WORLD: DIGITAL TWIN MARKET, BY ENTERPRISE, 2022–2027 (USD MILLION)
      • SOUTH AMERICA
      • MIDDLE EAST
        • Table MIDDLE EAST: DIGITAL TWIN MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
        • Table MIDDLE EAST: DIGITAL TWIN MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • AFRICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • Table OVERVIEW OF STRATEGIES DEPLOYED BY DIGITAL TWIN COMPANIES
      • PRODUCT/SOLUTION PORTFOLIO
      • REGIONAL FOCUS
      • INDUSTRY FOOTPRINT
      • ORGANIC/INORGANIC PLAY
    • TOP COMPANY REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS, 2021
      • Table DEGREE OF COMPETITION, DIGITAL TWIN MARKET (2021)
    • COMPANY EVALUATION QUADRANT, 2021
      • STAR
      • EMERGING LEADER
      • PERVASIVE
      • PARTICIPANT
    • STARTUP/SME EVALUATION QUADRANT, 2021
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • DIGITAL TWIN MARKET: COMPANY FOOTPRINT (25 COMPANIES)
      • Table COMPANY FOOTPRINT
      • Table COMPANY INDUSTRY FOOTPRINT (25 COMPANIES)
      • Table COMPANY ENTERPRISE FOOTPRINT (25 COMPANIES)
      • Table COMPANY REGION FOOTPRINT (25 COMPANIES)
    • COMPETITIVE BENCHMARKING
      • Table DIGITAL TWIN MARKET: DETAILED LIST OF KEY STARTUP/SMES
      • Table DIGITAL TWIN MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, JANUARY 2022–MAY 2022
      • DEALS
        • Table DEALS, JANUARY 2022–MAY 2022
      • OTHERS
        • Table EXPANSIONS, APRIL 2022
  • COMPANY PROFILES
    • KEY PLAYERS
      • GENERAL ELECTRIC
        • Table GENERAL ELECTRIC: BUSINESS OVERVIEW
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
      • SIEMENS
        • Table SIEMENS: BUSINESS OVERVIEW
      • AMAZON (AWS)
        • Table AMAZON: BUSINESS OVERVIEW
      • DASSAULT SYSTÈMES
        • Table DASSAULT SYSTÈMES: BUSINESS OVERVIEW
      • ANSYS
        • Table ANSYS: BUSINESS OVERVIEW
      • IBM
        • Table IBM: BUSINESS OVERVIEW
      • PTC
        • Table PTC: BUSINESS OVERVIEW
      • SAP
        • Table SAP: BUSINESS OVERVIEW
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
      • ROBERT BOSCH
        • Table ROBERT BOSCH: BUSINESS OVERVIEW
    • OTHER KEY PLAYERS
      • SWIM AI
      • EMERSON
      • ABB
      • HONEYWELL
      • SCHNEIDER ELECTRIC
      • NAVVIS
      • DNV
      • AUTODESK
      • ANDRITZ
      • SOFTWARE AG
      • BENTLEY SYSTEMS
      • RIVER LOGIC
      • ALTAIR
      • JOHNSON CONTROLS
  • ADJACENT AND RELATED MARKET
    • IOT SENSORS MARKET
    • INTRODUCTION
      • Table IOT SENSORS MARKET, BY NETWORK TECHNOLOGY, 2017–2020 (USD MILLION)
      • Table IOT SENSORS MARKET, BY NETWORK TECHNOLOGY, 2021–2026 (USD MILLION)
    • WIRED
      • Table IOT SENSORS MARKET FOR WIRED TECHNOLOGY, BY TYPE, 2017–2020 (USD MILLION)
      • Table IOT SENSORS MARKET FOR WIRED TECHNOLOGY, BY TYPE, 2021–2026 (USD MILLION)
    • WIRELESS
      • Table IOT SENSORS MARKET FOR WIRELESS TECHNOLOGY, BY TYPE, 2017–2020 (USD MILLION)
      • Table IOT SENSORS MARKET FOR WIRELESS TECHNOLOGY, BY TYPE, 2021–2026 (USD MILLION)
  • APPENDIX
    • INSIGHTS OF INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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