Digital Twin Market - Global Forecast to 2030
商品番号 : SMB-17590
| 出版社 | MarketsandMarkets |
| 出版年月 | 2025年8月 |
| ページ数 | 325 |
| 図表数 | 372 |
| 価格タイプ | シングルユーザライセンス |
| 価格 | USD 4,950 |
| 種別 | 英文調査報告書 |
本レポートでは、デジタルツイン市場をセグメント化し、企業、アプリケーション、業界、地域別に規模予測を行っています。また、市場の成長促進要因、制約要因、機会、課題についても考察しています。北米、欧州、アジア太平洋、その他の地域という4つの主要地域における市場の詳細な分析を提供しています。さらに、サプライチェーン分析に加え、デジタルツインエコシステムにおける主要プレーヤーとその競合分析も含まれています。
The global digital twin market is expected to grow from USD 21.14 billion in 2025 to USD 149.81 billion in 2030 at a CAGR of 47.9% over the forecast period. Digital twins are key enablers of transformation in manufacturing, healthcare, automotive, and energy sectors. By creating real-time digital replicas of physical assets, digital twin technology allows for predictive maintenance, performance optimization, and enhanced operational efficiency. The integration of AI, IoT, and cloud computing further amplifies its capabilities, making it a cornerstone of smart infrastructure. Its alignment with digital transformation and Industry 4.0 initiatives accelerates adoption, as organizations seek to leverage data-driven insights for strategic decision-making and competitive advantage.
世界のデジタルツイン市場は、予測期間中に2025年の211億4,000万米ドルから2030年には1,498億1,000万米ドルへと年平均成長率47.9%で成長すると予測されています。デジタルツインは、製造、ヘルスケア、自動車、エネルギー分野における変革の鍵となる要素です。デジタルツイン技術は、物理資産のリアルタイムのデジタルレプリカを作成することで、予知保全、パフォーマンス最適化、運用効率の向上を実現します。AI、IoT、クラウドコンピューティングとの統合により、その機能はさらに強化され、スマートインフラの基盤となります。デジタルトランスフォーメーションやインダストリー4.0の取り組みとの連携により、組織がデータに基づく洞察を戦略的意思決定と競争優位性に活用しようとする中で、デジタルツインの導入が加速しています。
“By industry, the healthcare segment is expected to be the fastest-growing in the digital twin market during the forecasted period.”
The healthcare segment is expected to witness the fastest growth rate in the digital twin market during the forecast period, primarily due to its transformative potential across medical diagnostics, personalized treatment, surgical planning, and hospital operations. Digital twin technology enables real-time simulation of human organs, medical devices, and healthcare processes, allowing clinicians to enhance patient care, reduce errors, and improve clinical outcomes. The increasing adoption of precision medicine, rising demand for minimally invasive procedures, and growing emphasis on patient-centric care are fueling the uptake of digital twin solutions in healthcare. Furthermore, the integration of AI, IoT-enabled medical devices, and data analytics has enabled the creation of highly accurate and dynamic virtual models of patients, which support early disease detection and customized therapies.
“By industry, the energy & utilities segment is projected to be the second largest in the digital twin market during the forecasted period.”
The energy & utilities segment is projected to hold the second-largest market share in the digital twin market during the forecast period, owing to the increasing adoption of digital twin technologies across power generation, transmission, distribution, and utility management. Energy companies are increasingly leveraging digital twins to optimize asset performance, enhance grid reliability, and enable predictive maintenance of critical infrastructure such as turbines, substations, pipelines, and renewable energy systems. The growing emphasis on smart grid deployment, renewable energy integration, and the modernization of aging utility infrastructure is further accelerating demand in this segment.
“By region, North America is anticipated to be the fastest-growing segment in the digital twin market during the forecast period”.
North America is expected to witness the highest growth rate in the digital twin market during the forecast period, driven by rapid technological advancements and widespread adoption across various sectors. Manufacturing, automotive, aerospace, healthcare, and energy industries increasingly leverage digital twin technologies to enhance operational efficiency, predictive maintenance, and product innovation. The presence of major technology providers and early adopters of IoT, AI, and machine learning further accelerates market growth in the region.
Breakdown of primaries
The study contains insights from various industry experts, including digital twin providers, Tier 1 companies, and end users. The break-up of the primaries is as follows:
- By Company Type – Tier 1 – 40%, Tier 2 – 35%, Tier 3 – 25%
- By Designation— C-level Executives – 48%, Directors – 33%, Others – 19%
- By Region—North America – 35%, Europe – 18%, Asia Pacific – 40%, RoW – 7%
The digital twin market is dominated by a few globally established players such as Siemens (Germany), ANSYS, Inc. (US), GE Vernova (US), Dassault Systèmes (France), and PTC (US). The study includes an in-depth competitive analysis of these key players in the digital twin market, with their company profiles, recent developments, and key market strategies.
Research Coverage:
The report segments the digital twin market and forecasts its size by enterprise, application, industry, and region. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions—North America, Europe, Asia Pacific, and RoW. Supply chain analysis has been included in the report, along with the key players and their competitive analysis in the digital twin ecosystem.
Key Benefits of Buying the Report:
- Analysis of key drivers (Growing use of digital twin technology to reduce costs and improve supply chain operations, Surging demand for digital twin technology from the healthcare industry, Increasing adoption of predictive maintenance models across industries). Restraint (Susceptibility of digital twin technology to cyberattacks), Opportunity Surging demand for advanced real-time data analytics), Challenges (Complexities associated with data collection and mathematical models).
- Product Development/Innovation: Detailed insights on upcoming technologies, research and 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 and services, untapped geographies, recent developments, and investments in the digital twin market.
- Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading Siemens (Germany), ANSYS, Inc. (US), GE Vernova (US), Dassault Systèmes (France), and PTC (US), among others, in the digital twin market.
Table of Contents
1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 29
1.3 STUDY SCOPE 30
1.3.1 MARKETS COVERED AND REGIONAL SCOPE 30
1.3.2 INCLUSIONS AND EXCLUSIONS 31
1.3.3 YEARS CONSIDERED 31
1.4 CURRENCY CONSIDERED 32
1.5 STAKEHOLDERS 32
1.6 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 34
2.1 RESEARCH DATA 34
2.1.1 SECONDARY AND PRIMARY RESEARCH 35
2.1.2 SECONDARY DATA 36
2.1.2.1 List of secondary sources 37
2.1.2.2 Key data from secondary sources 37
2.1.3 PRIMARY DATA 38
2.1.3.1 Primary interviews with experts 38
2.1.3.2 Key data from primary sources 39
2.1.3.3 Key insights from industry experts 40
2.1.3.4 Breakdown of primaries 40
2.2 MARKET SIZE ESTIMATION 41
2.2.1 BOTTOM-UP APPROACH 41
2.2.1.1 Approach to capture market size using bottom-up analysis
(demand side) 41
2.2.2 TOP-DOWN APPROACH 42
2.2.2.1 Approach to capture market size using top-down analysis
(supply side) 42
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 44
2.4 RESEARCH ASSUMPTIONS 45
2.5 RESEARCH LIMITATIONS 46
2.6 RISK ASSESSMENT 46
3 EXECUTIVE SUMMARY 47
4 PREMIUM INSIGHTS 51
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL TWIN MARKET 51
4.2 DIGITAL TWIN MARKET, BY APPLICATION 51
4.3 DIGITAL TWIN MARKET, BY ENTERPRISE SIZE 52
4.4 DIGITAL TWIN MARKET, BY INDUSTRY 52
4.5 DIGITAL TWIN MARKET, BY COUNTRY 53
5 MARKET OVERVIEW 54
5.1 INTRODUCTION 54
5.2 MARKET DYNAMICS 55
5.2.1 DRIVERS 55
5.2.1.1 Innovation in rapid design and tailored manufacturing 55
5.2.1.2 Increasing focus on empowering operations with real-time intelligence 56
5.2.1.3 Surging adoption of predictive maintenance model across industries to reduce downtime 56
5.2.2 RESTRAINTS 57
5.2.2.1 High upfront investment and extended payback periods 57
5.2.2.2 Data security and privacy concerns 57
5.2.3 OPPORTUNITIES 58
5.2.3.1 Rise of smart factories through real-time simulation and autonomous operations 58
5.2.3.2 Emergence of urban-scale digital twins unlocking new opportunities in smart city planning 59
5.2.3.3 Development of human-centered digital twins 59
5.2.4 CHALLENGES 60
5.2.4.1 Complexities associated with data collection and mathematical models 60
5.2.4.2 Undermined real-time analytics due to unreliable networks 61
5.3 VALUE CHAIN ANALYSIS 62
5.4 ECOSYSTEM ANALYSIS 64
5.5 INVESTMENT AND FUNDING SCENARIO 65
5.6 PRICING ANALYSIS 66
5.6.1 INDICATIVE PRICING OF DIGITAL TWIN PLATFORMS, BY KEY PLAYER, 2024 67
5.6.2 AVERAGE SELLING PRICE TREND, BY REGION, 2021–2024 67
5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 68
5.8 TECHNOLOGY ANALYSIS 69
5.8.1 KEY TECHNOLOGIES 69
5.8.1.1 IoT and IIoT 69
5.8.1.2 Artificial intelligence and machine learning 69
5.8.1.3 Augmented reality, virtual reality, and mixed reality 70
5.8.1.4 Cloud computing and edge computing 70
5.8.2 COMPLEMENTARY TECHNOLOGIES 71
5.8.2.1 Blockchain 71
5.8.2.2 5G 71
5.8.3 ADJACENT TECHNOLOGIES 72
5.8.3.1 Product lifecycle management 72
5.8.3.2 Enterprise resource planning 72
5.9 PORTER’S FIVE FORCES ANALYSIS 73
5.9.1 THREAT OF NEW ENTRANTS 74
5.9.2 THREAT OF SUBSTITUTES 74
5.9.3 BARGAINING POWER OF BUYERS 74
5.9.4 BARGAINING POWER OF SUPPLIERS 75
5.9.5 INTENSITY OF COMPETITIVE RIVALRY 75
5.10 KEY STAKEHOLDERS AND BUYING CRITERIA 76
5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS 76
5.10.2 BUYING CRITERIA 77
5.11 CASE STUDY ANALYSIS 78
5.11.1 LUNDIN GROUP UTILIZES HONEYWELL’S DIGITAL TWIN TECH TO ENHANCE EFFICIENCY AND CUT EMISSIONS ON OFFSHORE PLATFORM 78
5.11.2 NRF PARTNERS WITH DASSAULT SYSTÈMES TO DEPLOY 3D DIGITAL TWIN PLATFORM FOR SMARTER URBAN PLANNING 79
5.11.3 FAURECIA ADOPTS 3DEXPERIENCE DIGITAL TWIN PLATFORM TO OPTIMIZE AGV INBOUND LOGISTICS 79
5.11.4 DOOSAN CORPORATION OPTIMIZES ENERGY OUTPUT IN WIND FARMS BY IMPLEMENTING AZURE DIGITAL TWINS 80
5.11.5 IBM INCORPORATES DIGITAL TWINS TO IMPROVE SPARE PART INVENTORY 81
5.12 TRADE ANALYSIS 81
5.12.1 IMPORT SCENARIO (HS CODE 851769) 82
5.12.2 EXPORT SCENARIO (HS CODE 851769) 83
5.13 PATENT ANALYSIS 84
5.14 KEY CONFERENCES AND EVENTS, 2025–2026 86
5.15 REGULATORY LANDSCAPE 87
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
5.15.2 STANDARDS AND REGULATIONS RELATED TO DIGITAL TWIN TECHNOLOGY 89
5.16 IMPACT OF AI/GEN AI ON DIGITAL TWIN MARKET 91
5.16.1 INTRODUCTION 91
5.16.2 IMPACT OF AI/GEN AI ON KEY INDUSTRIES 91
5.16.2.1 Aerospace 91
5.16.2.2 Automotive & transportation 91
5.16.2.3 Energy & utilities 91
5.16.3 USE CASES 92
5.16.4 FUTURE OF AI/GEN AI IN DIGITAL TWIN ECOSYSTEM 92
5.17 IMPACT OF 2025 US TARIFF – OVERVIEW 93
5.17.1 INTRODUCTION 93
5.17.2 KEY TARIFF RATES 94
5.17.3 PRICE IMPACT ANALYSIS 95
5.17.4 IMPACT ON COUNTRIES/REGIONS 95
5.17.4.1 US 95
5.17.4.2 Europe 96
5.17.4.3 Asia Pacific 96
5.17.5 IMPACT ON INDUSTRIES 97
5.17.5.1 Aerospace 97
5.17.5.2 Oil & Gas 97
6 DIGITAL TWIN INTEGRATION ACROSS DIFFERENT COMPONENTS, PRODUCTS, PROCESSES, AND SYSTEMS 98
6.1 INTRODUCTION 98
6.2 COMPONENT DIGITAL TWIN 98
6.3 PRODUCT DIGITAL TWIN 98
6.4 PROCESS DIGITAL TWIN 99
6.5 SYSTEM DIGITAL TWIN 99
7 DIGITAL TWIN DEPLOYMENT MODELS 101
7.1 INTRODUCTION 101
7.2 PLATFORM AS A SERVICE (PAAS) 101
7.3 SOFTWARE AS A SERVICE (SAAS) 102
8 MATURITY EVOLUTION OF DIGITAL TWIN TECHNOLOGY 103
8.1 INTRODUCTION 103
8.2 CONCEPTUAL OR PROTOTYPE TWINS 103
8.3 OPERATIONAL DEPLOYMENT 103
8.4 SCALED ENTERPRISE IMPLEMENTATION 104
8.5 CROSS-PLATFORM ECOSYSTEMS (INTERCONNECTED TWINS) 104
9 DIGITAL TWIN MARKET, BY ENTERPRISE SIZE 105
9.1 INTRODUCTION 106
9.2 LARGE ENTERPRISES 108
9.2.1 RAPID DEPLOYMENT OF BLOCKCHAIN TECHNOLOGY IN HEALTHCARE, AUTOMOTIVE, OIL & GAS SECTORS TO DRIVE MARKET 108
9.3 SMALL & MEDIUM-SIZED ENTERPRISES 109
9.3.1 AVAILABILITY OF BUDGET-FRIENDLY AND SUBSCRIPTION-BASED DIGITAL TWIN SERVICES TO SUPPORT SEGMENTAL GROWTH 109
10 DIGITAL TWIN MARKET, BY APPLICATION 111
10.1 INTRODUCTION 112
10.2 PRODUCT DESIGN & DEVELOPMENT 113
10.2.1 GROWING RELIANCE ON VIRTUAL SIMULATIONS TO REDUCE COSTLY PHYSICAL PROTOTYPES TO BOOST DEMAND 113
10.3 PERFORMANCE MONITORING 115
10.3.1 PRESSING NEED FOR REAL-TIME PERFORMANCE MONITORING TO OPTIMIZE PRODUCTION OUTCOME TO DRIVE MARKET 115
10.4 PREDICTIVE MAINTENANCE 117
10.4.1 GROWING FOCUS OF MANUFACTURING FIRMS ON COST SAVING TO CONTRIBUTE TO SEGMENTAL GROWTH 117
10.5 INVENTORY MANAGEMENT 119
10.5.1 STRONG EMPHASIS OF PROCESS INDUSTRIES ON INVENTORY OPTIMIZATION TO SPUR DEMAND 119
10.6 BUSINESS OPTIMIZATION 120
10.6.1 SIGNIFICANT FOCUS ON COST-EFFECTIVE AND FASTER PRODUCTIVE DEVELOPMENT TO INCREASE ADOPTION 120
10.7 OTHER APPLICATIONS 122
11 DIGITAL TWIN MARKET, BY INDUSTRY 124
11.1 INTRODUCTION 125
11.2 AUTOMOTIVE & TRANSPORTATION 127
11.2.1 GROWING FOCUS OF AUTOMAKERS ON SCALABLE INTELLIGENT PRODUCTION TO BOOST DEMAND 127
11.3 ENERGY & UTILITIES 133
11.3.1 RISING USE OF DIGITAL TWIN TECHNOLOGY IN WIND FARMS TO STIMULATE MARKET GROWTH 133
11.4 INFRASTRUCTURE 138
11.4.1 SMART CITY PROJECTS AND SMART TRANSPORTATION INITIATIVES TO DRIVE MARKET 138
11.5 HEALTHCARE 143
11.5.1 DIGITAL TRANSFORMATION IN HEALTHCARE INDUSTRY TO ACCELERATE MARKET GROWTH 143
11.6 AEROSPACE 147
11.6.1 PRESSING NEED FOR REAL-TIME TELEMETRY DATA TO INCREASE ADOPTION 147
11.7 OIL & GAS 152
11.7.1 CRITICAL NECESSITY TO OPTIMIZE OIL AND GAS PLANT OPERATIONS TO DRIVE MARKET 152
11.8 TELECOMMUNICATIONS 156
11.8.1 URGENT NEED TO MONITOR IMPACT OF 5G COMMERCIALIZATION TO CREATE GROWTH OPPORTUNITIES 156
11.9 AGRICULTURE 160
11.9.1 ELEVATING DEMAND FOR PRECISION AGRICULTURE INSIGHTS TO FOSTER MARKET GROWTH 160
11.10 RETAIL 164
11.10.1 SURGING ADOPTION TO IMPROVE CUSTOMER ENGAGEMENT AND SATISFACTION TO PROPEL MARKET 164
11.11 OTHER INDUSTRIES 168
12 DIGITAL TWIN MARKET, BY REGION 174
12.1 INTRODUCTION 175
12.2 NORTH AMERICA 177
12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 177
12.2.2 US 181
12.2.2.1 Energy, automotive, and manufacturing sectors to contribute to market growth 181
12.2.3 CANADA 182
12.2.3.1 Escalating demand for cloud-enabled and AI-powered digital twin from industrial players to fuel market growth 182
12.2.4 MEXICO 184
12.2.4.1 Significant focus on decarbonization and renewable energy projects to create growth opportunities 184
12.3 EUROPE 186
12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 186
12.3.2 GERMANY 190
12.3.2.1 Increasing adoption of automation and digital technologies to stimulate market growth 190
12.3.3 FRANCE 192
12.3.3.1 Rising adoption of IoT and cloud computing to propel market 192
12.3.4 UK 193
12.3.4.1 Increasing investments in renewable energy projects to facilitate market growth 193
12.3.5 SPAIN 195
12.3.5.1 Infrastructure modernization and urban planning initiatives to drive market 195
12.3.6 ITALY 196
12.3.6.1 Rising use in environmental and industrial innovation to contribute to market growth 196
12.3.7 POLAND 198
12.3.7.1 Launch of innovative digital twin solutions for water management and renewable energy sectors to drive market 198
12.3.8 REST OF EUROPE 199
12.4 ASIA PACIFIC 201
12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 201
12.4.2 CHINA 205
12.4.2.1 Greater emphasis on smart city planning and disaster preparedness to boost demand 205
12.4.3 JAPAN 206
12.4.3.1 Government plan to expand manufacturing base of high-value-added products to foster market growth 206
12.4.4 INDIA 208
12.4.4.1 Smart city, digital public infrastructure, and industrial modernization initiatives to create fertile environment 208
12.4.5 SOUTH KOREA 209
12.4.5.1 Rising focus on addressing complex urban challenges to spike demand 209
12.4.6 AUSTRALIA 211
12.4.6.1 Next-generation urban planning programs to spur demand 211
12.4.7 INDONESIA 212
12.4.7.1 Smart city evolution to contribute to industrial-scale digital twin adoption 212
12.4.8 REST OF ASIA PACIFIC 214
12.5 ROW 216
12.5.1 MACROECONOMIC OUTLOOK FOR ROW 216
12.5.2 SOUTH AMERICA 218
12.5.2.1 Accelerated adoption of IoT to support market growth 218
12.5.3 MIDDLE EAST 219
12.5.3.1 Saudi Arabia 222
12.5.3.1.1 Elevating adoption in water treatment plants to create market momentum 222
12.5.3.2 UAE 222
12.5.3.2.1 Inclination of industry players toward smart manufacturing to drive market 222
12.5.3.3 Rest of Middle East 222
12.5.4 AFRICA 223
12.5.4.1 Progressive shift toward data-driven, collaborative water management practices to support market growth 223
13 COMPETITIVE LANDSCAPE 225
13.1 OVERVIEW 225
13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2023–2025 225
13.3 REVENUE ANALYSIS, 2020–2024 228
13.4 MARKET SHARE ANALYSIS, 2024 229
13.5 COMPANY VALUATION AND FINANCIAL METRICS 232
13.6 BRAND COMPARISON 233
13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 234
13.7.1 STARS 234
13.7.2 EMERGING LEADERS 234
13.7.3 PERVASIVE PLAYERS 234
13.7.4 PARTICIPANTS 234
13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 236
13.7.5.1 Company footprint 236
13.7.5.2 Region footprint 237
13.7.5.3 Enterprise size footprint 238
13.7.5.4 Application footprint 239
13.7.5.5 Industry footprint 240
13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 241
13.8.1 PROGRESSIVE COMPANIES 241
13.8.2 RESPONSIVE COMPANIES 241
13.8.3 DYNAMIC COMPANIES 241
13.8.4 STARTING BLOCKS 241
13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 243
13.8.5.1 Detailed list of key startups/SMEs 243
13.8.5.2 Competitive benchmarking of key startups/SMEs 244
13.9 COMPETITIVE SCENARIO 245
13.9.1 PRODUCT LAUNCHES/ENHANCEMENTS 245
13.9.2 DEALS 247
14 COMPANY PROFILES 251
14.1 KEY PLAYERS 251
14.1.1 SIEMENS 251
14.1.1.1 Business overview 251
14.1.1.2 Products/Solutions/Services offered 252
14.1.1.3 Recent developments 253
14.1.1.3.1 Deals 253
14.1.1.4 MnM view 254
14.1.1.4.1 Key strengths/Right to win 254
14.1.1.4.2 Strategic choices 254
14.1.1.4.3 Weaknesses/Competitive threats 254
14.1.2 GE VERNOVA 255
14.1.2.1 Business overview 255
14.1.2.2 Products/Solutions/Services offered 257
14.1.2.3 Recent developments 257
14.1.2.3.1 Product launches/Enhancements 257
14.1.2.4 MnM view 258
14.1.2.4.1 Key strengths/Right to win 258
14.1.2.4.2 Strategic choices 258
14.1.2.4.3 Weaknesses/Competitive threats 258
14.1.3 ANSYS, INC. 259
14.1.3.1 Business overview 259
14.1.3.2 Products/Solutions/Services offered 260
14.1.3.3 Recent developments 260
14.1.3.3.1 Product launches/Enhancements 260
14.1.3.3.2 Deals 260
14.1.3.4 MnM view 261
14.1.3.4.1 Key strengths/Right to win 261
14.1.3.4.2 Strategic choices 261
14.1.3.4.3 Weaknesses/Competitive threats 261
14.1.4 DASSAULT SYSTÈMES 262
14.1.4.1 Business overview 262
14.1.4.2 Products/Solutions/Services offered 263
14.1.4.3 Recent developments 264
14.1.4.3.1 Deals 264
14.1.4.4 MnM view 264
14.1.4.4.1 Key strengths/Right to win 264
14.1.4.4.2 Strategic choices 265
14.1.4.4.3 Weaknesses/Competitive threats 265
14.1.5 PTC 266
14.1.5.1 Business overview 266
14.1.5.2 Products/Solutions/Services offered 267
14.1.5.3 Recent developments 268
14.1.5.3.1 Deals 268
14.1.5.4 MnM view 268
14.1.5.4.1 Key strengths/Right to win 268
14.1.5.4.2 Strategic choices 268
14.1.5.4.3 Weaknesses/Competitive threats 268
14.1.6 HONEYWELL INTERNATIONAL INC. 269
14.1.6.1 Business overview 269
14.1.6.2 Products/Solutions/Services offered 270
14.1.6.3 Recent developments 271
14.1.6.3.1 Product launches/Enhancements 271
14.1.7 ROCKWELL AUTOMATION 272
14.1.7.1 Business overview 272
14.1.7.2 Products/Solutions/Services offered 273
14.1.7.3 Recent developments 274
14.1.7.3.1 Deals 274
14.1.8 HEXAGON AB 275
14.1.8.1 Business overview 275
14.1.8.2 Products/Solutions/Services offered 276
14.1.8.3 Recent developments 277
14.1.8.3.1 Product launches/Enhancements 277
14.1.8.3.2 Deals 277
14.1.9 EMERSON ELECTRIC CO. 279
14.1.9.1 Business overview 279
14.1.9.2 Products/Solutions/Services offered 280
14.1.9.3 Recent developments 281
14.1.9.3.1 Product launches/Enhancements 281
14.1.9.3.2 Deals 281
14.1.10 ABB 282
14.1.10.1 Business overview 282
14.1.10.2 Products/Solutions/Services offered 283
14.1.10.3 Recent developments 284
14.1.10.3.1 Deals 284
14.1.11 ROBERT BOSCH GMBH 285
14.1.11.1 Business overview 285
14.1.11.2 Products/Solutions/Services offered 286
14.1.11.3 Recent developments 287
14.1.11.3.1 Product launches/Enhancements 287
14.1.11.3.2 Deals 287
14.1.12 SCHNEIDER ELECTRIC 288
14.1.12.1 Business overview 288
14.1.12.2 Products/Solutions/Services offered 289
14.1.12.3 Recent developments 290
14.1.12.3.1 Deals 290
14.1.13 BENTLEY SYSTEMS, INCORPORATED 291
14.1.13.1 Business overview 291
14.1.13.2 Products/Solutions/Services offered 292
14.1.13.3 Recent developments 293
14.1.13.3.1 Deals 293
14.2 OTHER KEY PLAYERS 294
14.2.1 NAVVIS 294
14.2.2 AUTODESK INC. 295
14.2.3 ANDRITZ 296
14.2.4 RIVER LOGIC, INC. 297
14.2.5 JOHNSON CONTROLS 298
14.2.6 SENSAT 299
14.2.7 PETRA 300
14.2.8 PRATITI TECHNOLOGIES 301
14.2.9 SYNAVISION GMBH 302
14.2.10 DUALITY ROBOTICS, INC. 303
14.2.11 TOMORROW THINGS GMBH 304
14.2.12 AKSELOS S.A. 305
14.3 PLATFORM-AS-A-SERVICE (PAAS) PROVIDERS 306
14.3.1 SAP SE 306
14.3.1.1 Business overview 306
14.3.1.2 Products/Solutions/Services offered 307
14.3.1.3 Recent developments 308
14.3.1.3.1 Deals 308
14.3.2 ORACLE 309
14.3.2.1 Business overview 309
14.3.2.2 Products/Solutions/Services offered 310
14.3.2.3 Recent developments 311
14.3.2.3.1 Deals 311
14.3.3 AMAZON WEB SERVICES, INC. (AWS) 312
14.3.3.1 Business overview 312
14.3.3.2 Products/Solutions/Services offered 313
14.3.3.3 Recent developments 314
14.3.3.3.1 Deals 314
14.3.4 MICROSOFT 315
14.3.4.1 Business overview 315
14.3.4.2 Products/Solutions/Services offered 316
14.3.4.3 Recent developments 317
14.3.4.3.1 Product launches/Enhancements 317
14.3.4.3.2 Deals 317
15 APPENDIX 318
15.1 DISCUSSION GUIDE 318
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 321
15.3 CUSTOMIZATION OPTIONS 323
15.4 RELATED REPORTS 323
15.5 AUTHOR DETAILS 324
LIST OF TABLES
TABLE 1 INCLUSIONS AND EXCLUSIONS IN DIGITAL TWIN MARKET REPORT 31
TABLE 2 MAJOR SECONDARY SOURCES 37
TABLE 3 INDUSTRY EXPERT DETAILS, BY COMPANY 38
TABLE 4 ROLE OF KEY PLAYERS IN DIGITAL TWIN ECOSYSTEM 65
TABLE 5 INDICATIVE PRICING OF DIGITAL TWIN PLATFORMS OFFERED BY KEY PLAYERS, 2024 (USD) 67
TABLE 6 AVERAGE SELLING PRICE TREND OF DIGITAL TWIN PLATFORM, BY REGION,
2021–2024 (USD) 68
TABLE 7 DIGITAL TWIN MARKET: PORTER’S FIVE FORCES ANALYSIS 73
TABLE 8 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY INDUSTRY 76
TABLE 9 KEY BUYING CRITERIA, BY INDUSTRY 77
TABLE 10 IMPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 82
TABLE 11 EXPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 83
TABLE 12 DIGITAL TWIN MARKET: INNOVATIONS AND PATENT REGISTRATIONS, 2023–2024 85
TABLE 13 DIGITAL TWIN MARKET: LIST OF CONFERENCES AND EVENTS 86
TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 17 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89
TABLE 18 DIGITAL TWIN: STANDARDS AND REGULATIONS 89
TABLE 19 US-ADJUSTED RECIPROCAL TARIFF RATES 94
TABLE 20 KEY PRODUCT-RELATED TARIFF EFFECTIVE FOR DIGITAL TWIN 94
TABLE 21 DIGITAL TWIN MARKET, BY ENTERPRISE SIZE, 2021–2024 (USD MILLION) 107
TABLE 22 DIGITAL TWIN MARKET, BY ENTERPRISE SIZE, 2025–2030 (USD MILLION) 107
TABLE 23 LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 109
TABLE 24 LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 109
TABLE 25 SMALL & MEDIUM-SIZED ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 110
TABLE 26 SMALL & MEDIUM-SIZED ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 110
TABLE 27 DIGITAL TWIN MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 113
TABLE 28 DIGITAL TWIN MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 113
TABLE 29 PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 114
TABLE 30 PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 115
TABLE 31 PERFORMANCE MONITORING: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 116
TABLE 32 PERFORMANCE MONITORING: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 116
TABLE 33 PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 118
TABLE 34 PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 118
TABLE 35 INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 119
TABLE 36 INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 120
TABLE 37 BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 121
TABLE 38 BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 121
TABLE 39 OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 123
TABLE 40 OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 123
TABLE 41 DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 126
TABLE 42 DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 127
TABLE 43 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 128
TABLE 44 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 128
TABLE 45 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 129
TABLE 46 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 129
TABLE 47 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD MILLION) 130
TABLE 48 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD MILLION) 130
TABLE 49 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN EUROPE,
BY COUNTRY, 2021–2024 (USD MILLION) 130
TABLE 50 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN EUROPE,
BY COUNTRY, 2025–2030 (USD MILLION) 131
TABLE 51 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021–2024 (USD MILLION) 131
TABLE 52 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025–2030 (USD MILLION) 132
TABLE 53 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN ROW, BY REGION, 2021–2024 (USD MILLION) 132
TABLE 54 AUTOMOTIVE & TRANSPORTATION: DIGITAL TWIN MARKET IN ROW, BY REGION, 2025–2030 (USD MILLION) 132
TABLE 55 ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 134
TABLE 56 ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 134
TABLE 57 ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 134
TABLE 58 ENERGY & UTILITIES: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 135
TABLE 59 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 135
TABLE 60 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 135
TABLE 61 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 136
TABLE 62 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 136
TABLE 63 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 136
TABLE 64 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 137
TABLE 65 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 137
TABLE 66 ENERGY & UTILITIES: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 137
TABLE 67 INFRASTRUCTURE: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 138
TABLE 68 INFRASTRUCTURE: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 139
TABLE 69 INFRASTRUCTURE: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 139
TABLE 70 INFRASTRUCTURE: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 139
TABLE 71 INFRASTRUCTURE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 140
TABLE 72 INFRASTRUCTURE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 140
TABLE 73 INFRASTRUCTURE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 140
TABLE 74 INFRASTRUCTURE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 141
TABLE 75 INFRASTRUCTURE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 141
TABLE 76 INFRASTRUCTURE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 142
TABLE 77 INFRASTRUCTURE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 142
TABLE 78 INFRASTRUCTURE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 142
TABLE 79 HEALTHCARE: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 143
TABLE 80 HEALTHCARE: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 144
TABLE 81 HEALTHCARE: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 144
TABLE 82 HEALTHCARE: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 144
TABLE 83 HEALTHCARE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 145
TABLE 84 HEALTHCARE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 145
TABLE 85 HEALTHCARE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 145
TABLE 86 HEALTHCARE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 146
TABLE 87 HEALTHCARE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 146
TABLE 88 HEALTHCARE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 146
TABLE 89 HEALTHCARE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 147
TABLE 90 HEALTHCARE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 147
TABLE 91 AEROSPACE: DIGITAL TWIN MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 148
TABLE 92 AEROSPACE: DIGITAL TWIN MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 148
TABLE 93 AEROSPACE: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 148
TABLE 94 AEROSPACE: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 149
TABLE 95 AEROSPACE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 149
TABLE 96 AEROSPACE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 149
TABLE 97 AEROSPACE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 150
TABLE 98 AEROSPACE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 150
TABLE 99 AEROSPACE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 150
TABLE 100 AEROSPACE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 151
TABLE 101 AEROSPACE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 151
TABLE 102 AEROSPACE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 151
TABLE 103 OIL & GAS: DIGITAL TWIN MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 152
TABLE 104 OIL & GAS: DIGITAL TWIN MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 152
TABLE 105 OIL & GAS: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 153
TABLE 106 OIL & GAS: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 153
TABLE 107 OIL & GAS: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 153
TABLE 108 OIL & GAS: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 154
TABLE 109 OIL & GAS: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 154
TABLE 110 OIL & GAS: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 154
TABLE 111 OIL & GAS: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 155
TABLE 112 OIL & GAS: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 155
TABLE 113 OIL & GAS: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 155
TABLE 114 OIL & GAS: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 156
TABLE 115 TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 156
TABLE 116 TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 157
TABLE 117 TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 157
TABLE 118 TELECOMMUNICATIONS: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 157
TABLE 119 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 158
TABLE 120 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 158
TABLE 121 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 158
TABLE 122 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 159
TABLE 123 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 159
TABLE 124 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 159
TABLE 125 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 160
TABLE 126 TELECOMMUNICATIONS: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 160
TABLE 127 AGRICULTURE: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 161
TABLE 128 AGRICULTURE: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 161
TABLE 129 AGRICULTURE: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 161
TABLE 130 AGRICULTURE: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 161
TABLE 131 AGRICULTURE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 162
TABLE 132 AGRICULTURE: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 162
TABLE 133 AGRICULTURE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 162
TABLE 134 AGRICULTURE: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 163
TABLE 135 AGRICULTURE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 163
TABLE 136 AGRICULTURE: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 163
TABLE 137 AGRICULTURE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 164
TABLE 138 AGRICULTURE: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 164
TABLE 139 RETAIL: DIGITAL TWIN MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 165
TABLE 140 RETAIL: DIGITAL TWIN MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 165
TABLE 141 RETAIL: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 165
TABLE 142 RETAIL: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 166
TABLE 143 RETAIL: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 166
TABLE 144 RETAIL: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 166
TABLE 145 RETAIL: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 167
TABLE 146 RETAIL: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 167
TABLE 147 RETAIL: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 167
TABLE 148 RETAIL: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 168
TABLE 149 RETAIL: DIGITAL TWIN MARKET IN ROW, BY REGION, 2021–2024 (USD MILLION) 168
TABLE 150 RETAIL: DIGITAL TWIN MARKET IN ROW, BY REGION, 2025–2030 (USD MILLION) 168
TABLE 151 OTHER INDUSTRIES: DIGITAL TWIN MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 169
TABLE 152 OTHER INDUSTRIES: DIGITAL TWIN MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 170
TABLE 153 OTHER INDUSTRIES: DIGITAL TWIN MARKET, BY REGION,
2021–2024 (USD MILLION) 170
TABLE 154 OTHER INDUSTRIES: DIGITAL TWIN MARKET, BY REGION,
2025–2030 (USD MILLION) 170
TABLE 155 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 171
TABLE 156 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 171
TABLE 157 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 171
TABLE 158 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 172
TABLE 159 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 172
TABLE 160 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 172
TABLE 161 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 173
TABLE 162 OTHER INDUSTRIES: DIGITAL TWIN MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 173
TABLE 163 DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 176
TABLE 164 DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 176
TABLE 165 NORTH AMERICA: DIGITAL TWIN MARKET, BY COUNTRY,
2021–2024 (USD MILLION) 178
TABLE 166 NORTH AMERICA: DIGITAL TWIN MARKET, BY COUNTRY,
2025–2030 (USD MILLION) 179
TABLE 167 NORTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 179
TABLE 168 NORTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 180
TABLE 169 NORTH AMERICA: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2021–2024 (USD MILLION) 180
TABLE 170 NORTH AMERICA: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2025–2030 (USD MILLION) 180
TABLE 171 US: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 181
TABLE 172 US: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 182
TABLE 173 CANADA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 183
TABLE 174 CANADA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 183
TABLE 175 MEXICO: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 185
TABLE 176 MEXICO: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 185
TABLE 177 EUROPE: DIGITAL TWIN MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 188
TABLE 178 EUROPE: DIGITAL TWIN MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 188
TABLE 179 EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 189
TABLE 180 EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 189
TABLE 181 EUROPE: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2021–2024 (USD MILLION) 190
TABLE 182 EUROPE: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2025–2030 (USD MILLION) 190
TABLE 183 GERMANY: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 191
TABLE 184 GERMANY: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 191
TABLE 185 FRANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 193
TABLE 186 FRANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 193
TABLE 187 UK: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 194
TABLE 188 UK: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 195
TABLE 189 SPAIN: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 196
TABLE 190 SPAIN: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 196
TABLE 191 ITALY: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 197
TABLE 192 ITALY: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 198
TABLE 193 POLAND: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 199
TABLE 194 POLAND: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 199
TABLE 195 REST OF EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 200
TABLE 196 REST OF EUROPE: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 200
TABLE 197 ASIA PACIFIC: DIGITAL TWIN MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 203
TABLE 198 ASIA PACIFIC: DIGITAL TWIN MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 203
TABLE 199 ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 204
TABLE 200 ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 204
TABLE 201 ASIA PACIFIC: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2021–2024 (USD MILLION) 204
TABLE 202 ASIA PACIFIC: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE,
2025–2030 (USD MILLION) 205
TABLE 203 CHINA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 206
TABLE 204 CHINA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 206
TABLE 205 JAPAN: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 207
TABLE 206 JAPAN: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 207
TABLE 207 INDIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 209
TABLE 208 INDIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 209
TABLE 209 SOUTH KOREA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 210
TABLE 210 SOUTH KOREA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 211
TABLE 211 AUSTRALIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 212
TABLE 212 AUSTRALIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 212
TABLE 213 INDONESIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 213
TABLE 214 INDONESIA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 214
TABLE 215 REST OF ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 215
TABLE 216 REST OF ASIA PACIFIC: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 215
TABLE 217 ROW: DIGITAL TWIN MARKET, BY REGION, 2021–2024 (USD MILLION) 216
TABLE 218 ROW: DIGITAL TWIN MARKET, BY REGION, 2025–2030 (USD MILLION) 216
TABLE 219 ROW: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 217
TABLE 220 ROW: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 217
TABLE 221 ROW: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE, 2021–2024 (USD MILLION) 217
TABLE 222 ROW: DIGITAL TWIN MARKET, BY ENTERPRISE SIZE, 2025–2030 (USD MILLION) 218
TABLE 223 SOUTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY,
2021–2024 (USD MILLION) 219
TABLE 224 SOUTH AMERICA: DIGITAL TWIN MARKET, BY INDUSTRY,
2025–2030 (USD MILLION) 219
TABLE 225 MIDDLE EAST: DIGITAL TWIN MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 220
TABLE 226 MIDDLE EAST: DIGITAL TWIN MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 220
TABLE 227 MIDDLE EAST: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 221
TABLE 228 MIDDLE EAST: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 221
TABLE 229 AFRICA: DIGITAL TWIN MARKET, BY INDUSTRY, 2021–2024 (USD MILLION) 223
TABLE 230 AFRICA: DIGITAL TWIN MARKET, BY INDUSTRY, 2025–2030 (USD MILLION) 224
TABLE 231 OVERVIEW OF STRATEGIES ADOPTED BY DIGITAL TWIN PROVIDERS,
JANUARY 2023–MAY 2025 225
TABLE 232 DIGITAL TWIN MARKET: DEGREE OF COMPETITION 229
TABLE 233 DIGITAL TWIN MARKET: REGION FOOTPRINT 237
TABLE 234 DIGITAL TWIN MARKET: ENTERPRISE SIZE FOOTPRINT 238
TABLE 235 DIGITAL TWIN MARKET: APPLICATION FOOTPRINT 239
TABLE 236 DIGITAL TWIN MARKET: INDUSTRY FOOTPRINT 240
TABLE 237 DIGITAL TWIN MARKET: LIST OF KEY STARTUPS 243
TABLE 238 DIGITAL TWIN MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 244
TABLE 239 DIGITAL TWIN MARKET: PRODUCT LAUNCHES/ENHANCEMENTS,
JANUARY 2023–MAY 2025 245
TABLE 240 DIGITAL TWIN MARKET: DEALS, JANUARY 2023–MAY 2025 247
TABLE 241 SIEMENS: BUSINESS OVERVIEW 251
TABLE 242 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 243 SIEMENS: DEALS 253
TABLE 244 GE VERNOVA: BUSINESS OVERVIEW 256
TABLE 245 GE VERNOVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 257
TABLE 246 GE VERNOVA: PRODUCT LAUNCHES/ENHANCEMENTS 257
TABLE 247 ANSYS, INC.: BUSINESS OVERVIEW 259
TABLE 248 ANSYS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 260
TABLE 249 ANSYS, INC.: PRODUCTS LAUNCHES/ ENHANCEMENTS 260
TABLE 250 ANSYS, INC.: DEALS 260
TABLE 251 DASSAULT SYSTÈMES: BUSINESS OVERVIEW 262
TABLE 252 DASSAULT SYSTÈMES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263
TABLE 253 DASSAULT SYSTÈMES: DEALS 264
TABLE 254 PTC: BUSINESS OVERVIEW 266
TABLE 255 PTC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 267
TABLE 256 PTC: DEALS 268
TABLE 257 HONEYWELL INTERNATIONAL INC.: BUSINESS OVERVIEW 269
TABLE 258 HONEYWELL INTERNATIONAL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270
TABLE 259 HONEYWELL INTERNATIONAL INC.: PRODUCT LAUNCHES/ENHANCEMENTS 271
TABLE 260 ROCKWELL AUTOMATION: BUSINESS OVERVIEW 272
TABLE 261 ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 273
TABLE 262 ROCKWELL AUTOMATION: DEALS 274
TABLE 263 HEXAGON AB: BUSINESS OVERVIEW 275
TABLE 264 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 276
TABLE 265 HEXAGON AB: PRODUCT LAUNCHES/ENHANCEMENTS 277
TABLE 266 HEXAGON AB: DEALS 277
TABLE 267 EMERSON ELECTRIC CO.: BUSINESS OVERVIEW 279
TABLE 268 EMERSON ELECTRIC CO.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 280
TABLE 269 EMERSON ELECTRIC CO.: PRODUCT LAUNCHES/ENHANCEMENTS 281
TABLE 270 EMERSON ELECTRIC CO.: DEALS 281
TABLE 271 ABB: BUSINESS OVERVIEW 282
TABLE 272 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 283
TABLE 273 ABB: DEALS 284
TABLE 274 ROBERT BOSCH GMBH: BUSINESS OVERVIEW 285
TABLE 275 ROBERT BOSCH GMBH: PRODUCTS/SOLUTIONS/SERVICES OFFERED 286
TABLE 276 ROBERT BOSCH GMBH: PRODUCT LAUNCHES/ENHANCEMENTS 287
TABLE 277 ROBERT BOSCH GMBH: DEALS 287
TABLE 278 SCHNEIDER ELECTRIC: BUSINESS OVERVIEW 288
TABLE 279 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
TABLE 280 SCHNEIDER ELECTRIC: DEALS 290
TABLE 281 BENTLEY SYSTEMS, INCORPORATED: BUSINESS OVERVIEW 291
TABLE 282 BENTLEY SYSTEMS, INCORPORATED: PRODUCTS/SOLUTIONS/SERVICES OFFERED 292
TABLE 283 BENTLEY SYSTEMS, INCORPORATED: DEALS 293
TABLE 284 SAP SE: BUSINESS OVERVIEW 306
TABLE 285 SAP SE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 307
TABLE 286 SAP SE: DEALS 308
TABLE 287 ORACLE: BUSINESS OVERVIEW 309
TABLE 288 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 310
TABLE 289 ORACLE: DEAL 311
TABLE 290 AMAZON WEB SERVICES, INC.: BUSINESS OVERVIEW 312
TABLE 291 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 313
TABLE 292 AMAZON WEB SERVICES, INC.: DEAL 314
TABLE 293 MICROSOFT: BUSINESS OVERVIEW 315
TABLE 294 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 316
TABLE 295 MICROSOFT: PRODUCT LAUNCHES/ENHANCEMENTS 317
TABLE 296 MICROSOFT: DEALS 317
LIST OF FIGURES
FIGURE 1 DIGITAL TWIN MARKET SEGMENTATION AND REGIONAL SCOPE 30
FIGURE 2 DURATION COVERED 31
FIGURE 3 DIGITAL TWIN MARKET: RESEARCH DESIGN 34
FIGURE 4 DIGITAL TWIN MARKET: RESEARCH APPROACH 36
FIGURE 5 DATA CAPTURED USING SECONDARY SOURCES 37
FIGURE 6 DATA CAPTURED FROM PRIMARY SOURCES 39
FIGURE 7 CORE FINDINGS FROM INDUSTRY EXPERTS 40
FIGURE 8 BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 40
FIGURE 9 BOTTOM-UP APPROACH 42
FIGURE 10 TOP-DOWN APPROACH 42
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: (DEMAND SIDE) REVENUE GENERATED BY COMPANIES IN DIGITAL TWIN MARKET 43
FIGURE 12 DATA TRIANGULATION METHODOLOGY 44
FIGURE 13 ASSUMPTIONS CONSIDERED DURING RESEARCH 45
FIGURE 14 PREDICTIVE MAINTENANCE SEGMENT TO HOLD LARGEST SHARE OF
DIGITAL TWIN MARKET, BY APPLICATION, IN 2030 48
FIGURE 15 SMALL & MEDIUM-SIZED ENTERPRISES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 48
FIGURE 16 HEALTHCARE INDUSTRY TO WITNESS HIGHEST CAGR FROM 2025 TO 2030 49
FIGURE 17 NORTH AMERICA ACCOUNTED FOR LARGEST MARKET SHARE IN 2024 50
FIGURE 18 RISING ADOPTION OF DIGITAL TWIN SOLUTIONS BY MANUFACTURING FIRMS TO FUEL MARKET GROWTH 51
FIGURE 19 PREDICTIVE MAINTENANCE SEGMENT TO DOMINATE MARKET IN 2025 51
FIGURE 20 LARGE ENTERPRISES SEGMENT TO SECURE LARGER MARKET SHARE IN 2025 52
FIGURE 21 AUTOMOTIVE & TRANSPORTATION SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2025 52
FIGURE 22 CHINA TO REGISTER HIGHEST CAGR IN GLOBAL DIGITAL TWIN MARKET DURING FORECAST PERIOD 53
FIGURE 23 DIGITAL TWIN MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55
FIGURE 24 DIGITAL TWIN MARKET: IMPACT OF DRIVERS 57
FIGURE 25 DIGITAL TWIN MARKET: IMPACT OF RESTRAINTS 58
FIGURE 26 DIGITAL TWIN MARKET: IMPACT OF OPPORTUNITIES 60
FIGURE 27 DIGITAL TWIN MARKET: IMPACT OF CHALLENGES 61
FIGURE 28 DIGITAL TWIN MARKET: VALUE CHAIN ANALYSIS 62
FIGURE 29 ECOSYSTEM ANALYSIS 64
FIGURE 30 INVESTMENT AND FUNDING SCENARIO, 2020–2025 66
FIGURE 31 AVERAGE SELLING PRICE TREND OF DIGITAL TWIN PLATFORM,
BY REGION, 2021–2024 67
FIGURE 32 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 68
FIGURE 33 DIGITAL TWIN MARKET: PORTER’S FIVE FORCES ANALYSIS 73
FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES 76
FIGURE 35 KEY BUYING CRITERIA OF TOP 3 INDUSTRIES 77
FIGURE 36 IMPORT SCENARIO FOR PRODUCTS COVERED UNDER HS CODE 851769,
BY COUNTRY, 2020–2024 82
FIGURE 37 EXPORT SCENARIO FOR PRODUCTS COVERED UNDER HS CODE 851769,
BY COUNTRY, 2020–2024 83
FIGURE 38 ANALYSIS OF PATENTS GRANTED AND APPLIED IN DIGITAL TWIN MARKET 84
FIGURE 39 AI USE CASES IN DIGITAL TWIN 92
FIGURE 40 DIGITAL TWIN DEPLOYMENT MODELS 101
FIGURE 41 DIGITAL TWIN MARKET, BY ENTERPRISE SIZE 106
FIGURE 42 DIGITAL TWIN MARKET FOR SMALL & MEDIUM-SIZED ENTERPRISES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 107
FIGURE 43 DIGITAL TWIN MARKET, BY APPLICATION 112
FIGURE 44 PREDICTIVE MAINTENANCE APPLICATIONS TO HOLD PROMINENT MARKET SHARE IN 2030 112
FIGURE 45 DIGITAL TWIN MARKET, BY INDUSTRY 125
FIGURE 46 HEALTHCARE SEGMENT TO DISPLAY HIGHEST CAGR DURING FORECAST PERIOD 126
FIGURE 47 DIGITAL TWIN MARKET IN CHINA TO GROW AT HIGHEST CAGR
FROM 2025 TO 2030 175
FIGURE 48 NORTH AMERICA TO DOMINATE DIGITAL TWIN MARKET DURING FORECAST PERIOD 176
FIGURE 49 NORTH AMERICA: DIGITAL TWIN MARKET SNAPSHOT 178
FIGURE 50 EUROPE: DIGITAL TWIN MARKET SNAPSHOT 187
FIGURE 51 ASIA PACIFIC: DIGITAL TWIN MARKET SNAPSHOT 202
FIGURE 52 DIGITAL TWIN MARKET: REVENUE ANALYSIS, 2020–2024 228
FIGURE 53 MARKET SHARE ANALYSIS, 2024 229
FIGURE 54 COMPANY VALUATION 232
FIGURE 55 FINANCIAL METRICS (EV/EBITDA) 232
FIGURE 56 BRAND COMPARISON 233
FIGURE 57 DIGITAL TWIN MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 235
FIGURE 58 DIGITAL TWIN MARKET: COMPANY FOOTPRINT 236
FIGURE 59 DIGITAL TWIN MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 242
FIGURE 60 SIEMENS: COMPANY SNAPSHOT 252
FIGURE 61 GE VERNOVA: COMPANY SNAPSHOT 256
FIGURE 62 ANSYS, INC.: COMPANY SNAPSHOT 259
FIGURE 63 DASSAULT SYSTÈMES: COMPANY SNAPSHOT 263
FIGURE 64 PTC: COMPANY SNAPSHOT 267
FIGURE 65 HONEYWELL INTERNATIONAL INC.: COMPANY SNAPSHOT 270
FIGURE 66 ROCKWELL AUTOMATION: COMPANY SNAPSHOT 273
FIGURE 67 HEXAGON AB: COMPANY SNAPSHOT 276
FIGURE 68 EMERSON ELECTRIC CO.: COMPANY SNAPSHOT 280
FIGURE 69 ABB: COMPANY SNAPSHOT 283
FIGURE 70 ROBERT BOSCH GMBH: COMPANY SNAPSHOT 286
FIGURE 71 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT 289
FIGURE 72 BENTLEY SYSTEMS, INCORPORATED: COMPANY SNAPSHOT 292
FIGURE 73 SAP SE: COMPANY SNAPSHOT 307
FIGURE 74 ORACLE: COMPANY SNAPSHOT 310
FIGURE 75 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 313
FIGURE 76 MICROSOFT: COMPANY SNAPSHOT 316
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