Digital Thread Market by Technology (PLM, SLM, CAD, MES, IoT, ERP, edge computing, Digital Twin, ALM, SCADA), Module (Data collection, Data management & Integration), Deployment, Application, Vertical, Region - Global Forecast to 2030
Updated on : Oct 22, 2024
Digital Thread Market Size & Share
The global digital thread market size is expected to be worth USD 11.42 billion in 2024 and is projected to reach USD 36.81 billion by 2030; growing at a CAGR of 21.5% during the forecast period from 2024 to 2029
The digital thread is the seamless flow of relevant data regarding a product throughout its life cycle. The digital thread delivers an exhaustive perspective on a product's lifecycle, encapsulating design, development, manufacture, maintenance, service, and eventual retirement. It empowers organizations to dismantle operational silos, enhance process efficiency, and ensure cross-functional interoperability across various departments, functions, and systems.
This framework guarantees the integrity and uniformity of product-related data across the ecosystem, ensuring stakeholders access to the most current information. With the rising integration of digital threads, there is an amplified demand for real-time data analytics, optimization of asset performance, and predictive maintenance capabilities.
Digital Thread Market Forecast to 2030
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North America accounted for a significant share of USD 3,166.4 million in the digital thread industry in 2023. The North American region holds the largest market share in digital threads due to several factors. North America has a strong ecosystem of advanced technology companies, including those specializing in software, cloud computing, AI, and IoT, which are integral to the development and implementation of digital thread solutions. Additionally, companies in North America are heavily investing in digital transformation to stay competitive in a rapidly evolving global market.
AI plays an important role in strengthening the digital thread's capabilities by enabling advanced data analysis, automation, and decision-making across the entire product lifecycle. The digital thread connects various stages of a product's lifecycle, from design and manufacturing to operation and maintenance, by integrating data, processes, and systems. AI improves digital threads by enabling real-time data collection and monitoring, optimizing performance, and predicting failures. Furthermore, Al in digital thread facilitates seamless data integration across systems, improving interoperability and ensuring a similar information flow. Al also optimizes supply chains by predicting demand, managing inventory, and identifying disruptions while supporting mass customization through personalized customer data analysis. Additionally, it improves quality management with automated defect detection and enhances project collaboration by streamlining communication and information sharing.
Digital Thread Market Trends:
Driver: Growing emphasis on automation and digitization
The increasing demand for asset performance optimization and predictive maintenance signifies a shift in industries toward better operational efficiency and cost reduction. Asset performance optimization aims to enhance the effectiveness of assets throughout their lifecycle by using advanced analytics and real-time data to improve resource utilization, reduce downtime, and increase productivity.
Predictive maintenance, a critical component of this optimization, employs data from sensors, IoT devices, and historical records to provide early warnings of equipment faults. This allows for proactive intervention by analyzing trends and anomalies, reducing unexpected downtime, and extending the life of assets compared to manual and reactive maintenance processes, which typically result in higher costs and more operational disruptions.
In addition, other technological advancements such as artificial intelligence and machine learning support these practices by enabling more accurate predictions and smarter maintenance procedures. Real-time data analytics integration provides valuable insights that drive decision-making processes towards optimization of plans. Hence, the emphasis on asset performance optimization and predictive maintenance is driven by the goals of improving efficiency, reducing costs, and gaining competitive advantages, which are crucial for long-term success and sustainability in today's industries.
Restraint: Cyber security and data privacy concerns
Cybersecurity and data privacy concerns can significantly limit the growth of the digital thread market. The digital thread, which enables the smooth flow of data throughout a product's lifecycle, depends heavily on secure data handling and system integration.
Tougher data privacy regulations, such as GDPR and CCPA, can increase complexity costs and potentially slow down adoption. The high costs of implementing strong cybersecurity measures may discourage investment, and the risk of data breaches and cyber-attacks adds further concerns. The challenge of securely integrating different systems and the absence of standardized practices also contribute to hesitancy in adopting digital thread technologies. Addressing these issues requires a focus on developing robust cybersecurity frameworks, adhering to regulations, and establishing standardized practices for successful digital thread implementations.
Opportunity: Building digital threads with enterprise iPaaS
Digital threads in enterprise Integration Platform as a Service (iPaaS) enable organizations to seamlessly integrate data and processes across the entire product lifecycle, from design and manufacturing to deployment and customer support.
By implementing iPaaS, businesses can gain a comprehensive, interconnected view of their operations, leading to improved decision-making, enhanced product quality, and accelerated time to market. iPaaS facilitates real-time data synchronization across diverse systems and applications, ensuring the smooth flow of information throughout the enterprise. This capability is crucial for driving digital transformation, boosting operational efficiency, and enabling the development of new business models in an increasingly competitive landscape.
As industries increasingly adopt Industry 4.0 technologies, the demand for digital threads is growing. iPaaS offers the scalability, flexibility, and real-time integration necessary to meet this demand, providing a solid foundation for continuous innovation and maintaining a competitive advantage. Organizations that seize this opportunity can optimize operations, reduce costs, and enhance customer experiences, positioning themselves as leaders in their markets.
Challenge: High cost of implementation
The implementation of digital thread can be challenging and costly due to the need to integrate with existing IT systems and handle a variety of data. Custom development planning is essential, as substantial amounts of data need to be managed to ensure quality and consistency. This requires significant investment in new technologies such as IoT sensors, cloud computing, and data analytics platforms. Costs also arise from training staff and managing changes in processes.
Additionally, ensuring data security and compliance with industry regulations adds another layer of complexity and cost to the system. Customization and scalability further contribute to costs, as digital thread systems require tailored solutions and upgrades, which can be expensive. In many cases, dedicated teams and external consultants are needed for effective project management, increasing overall expenditure. Therefore, considering the complexity and cost of implementation is crucial despite the potential benefits of Digital Thread, such as improved efficiency, enhanced collaboration, and better decision-making.
Digital Thread Market Ecosystem
Prominent companies in this market include well-established, financially stable digital thread providers such as PTC (US), IBM (US), Siemens (Germany), Dassault Systemes (France), and Rockwell Automation (US). These companies have been operating in the market for several years and possess a diversified product portfolio and strong global sales and marketing networks.
Digital Thread Market Segment Analysis
PLM technology segment is expected to account for the largest market share during the forecast period.
The digital thread market is segmented into various technologies, such as PLM, APM, CAD, CAM, SLM, ALM MRP, ERP, MES, Edge Computing, Industrial Sensor, SCADA, and Industrial Communication. PLM is a highly influential technology that drives the digital thread industry.
It integrates data and procedures throughout the entire life cycle of a product, from design to end-of-life. This integration fosters collaboration by providing a single view of product data, effective data management, and detailed insights for better decision-making. PLM systems also ensure regulatory compliance and quality control. The scalability and flexibility of PLM make it applicable across various industries, and its essential characteristics position PLM as a significant contributor to the digital thread, thereby making a substantial market impact.
Design & engineering segment is expected to secure the largest market share in 2024.
The market is divided into different applications of digital thread. Applications related to the design and engineering of a digital thread play a significant role in integrating data seamlessly throughout stages of product development.
This integration enhances collaboration and enables real-time design iteration and optimization. Furthermore, it offers a comprehensive view of the product lifecycle during the design stage, thereby improving resource efficiency and sustainability. Additionally, digital threads allow for customization and personalization, enabling personalized product designs tailored to specific client needs. Altogether, this underscores the significant impact of digital threads in design and engineering.
Pharmaceuticals segment is projected to record the highest CAGR during the forecast period.
The pharmaceuticals segment is likely to witness the highest CAGR of 22.7% during the forecast period. The pharmaceutical industry has been adopting digital thread at a rapid rate. Digital thread makes sure that regulatory compliance and traceability are aligned, quality management has huge support, and it brings much-needed efficiency in research and development.
Additionally, digital threads smoothen highly complex supply chains, support the emergence of personalized medicine by integrating data around patients, and enable seamless data integration across systems. These are core competencies that underpin high standards, accelerate drug development, and meet the regulatory requirements of the most exacting standards typical of the industry.
Regional Analysis
Asia Pacific is projected to exhibit the highest CAGR during the forecast period.
Digital Thread Market by Region
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Top Digital Thread Companies - Key Market Players
Major players covered in the
- Siemens (Germany),
- PTC (US),
- Dassault Systèmes (France),
- IBM (US),
- SAP (Germany),
- Rockwell Automation (US),
- Oracle (US),
- Autodesk, Inc. (US),
- General Electric Company (US),
- AVEVA Group Limited (UK),
- Accenture (Ireland),
- DXC Technology Company (US) are some of the key players in the digital thread companies.
In this report, the overall digital thread market has been segmented based on Technology, module, deployment, application, vertical, and region.
Segment |
Subsegment |
By Technology |
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By Module |
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By Deployment |
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By Application |
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By Vertical |
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By Region |
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Recent Developments in Digital Thread Industry
- In August 2024, Oracle introduced new user experience (UX) enhancements to Oracle Fusion Cloud Supply Chain & Manufacturing (SCM). Built with the award-winning, consumer-grade Oracle Redwood Design System, the UX updates help procurement professionals, logistics managers, field service technicians, and product managers increase productivity and accelerate supply chain processes.
- In August 2024, SAP SE launched new cloud capabilities for SAP Product Lifecycle Management (SAP PLM) solutions in a strategic co-innovation with Hilti AG, a leading global provider of products and services for the construction industry.
- In February 2024, Autodesk, Inc. unveiled Autodesk Informed Design, a cloud-based solution that connects design and manufacturing workflows to streamline the building design and construction process. Through a connected, bidirectional digital thread, data can be shared across the AECO ecosystem of partners.
- In October 2023, Siemens Digital Industries Software and CEA-List, a technological research institute specializing in smart digital systems, signed a memorandum of understanding agreement to collaborate on advancing digital twin capabilities with artificial intelligence (AI) and improving the integration of embedded software on virtual and hybrid platforms. This research partnership aims to leverage the combined expertise of both organizations, integrating Siemens' Xcelerator portfolio and CEA-List's toolset to eliminate the barriers between electronics design, software development, and mechanical engineering using digital twin technologies.
- In April 2023, IBM and Siemens collaborated to develop a combined software solution integrating their respective offerings for systems engineering, service lifecycle management, and asset management. These companies collaborated for IBM’s Maximo for asset management with Siemens’ Teamcenter software to support an integrated digital thread between service engineering, asset management, and services execution.
Frequently Asked Questions (FAQ’s):
Which are the major companies in the digital thread market? What are their major strategies to strengthen their market presence?
The major companies in the digital thread market include PTC (US), IBM (US), Siemens (Germany), Dassault Systemes (France), and Rockwell Automation (US), and the major strategies adopted by these players are product launches and developments.
What is the digital thread?
The digital thread is the seamless flow of relevant data regarding a product throughout its life cycle. A digital thread provides a comprehensive view of a product's life cycle, starting with design and development and going through manufacturing, maintenance, service, and retirement.
Which region is expected to hold the highest global isostatic pressing market share?
North America will dominate the global digital thread market in 2024.
What are the drivers and opportunities for the digital thread market?
Growing demand for real-time data analytics growing emphasis on automation and digitization, increasing demand for asset performance optimization and predictive maintenance, building digital threads with enterprise Integration Platform as a Service (iPaaS), and advancements in AI and ML.
What are the restraints and challenges for the digital thread market?
Data Silos and heterogeneity issues and a high cost of implementation are the restraints and challenges for the digital thread market.
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- 5.1 INTRODUCTION
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5.2 MARKET DYNAMICSDRIVERS- Growing demand for real-time data analytics- Rising emphasis on automation and digitization- Increasing demand for asset performance optimization and predictive maintenanceRESTRAINTS- Data silos and heterogeneity issues- Cyber security and data privacy concernsOPPORTUNITIES- Building digital threads with enterprise iPaaS- Advancements in AI and MLCHALLENGES- High cost of implementation- Lack of standardization
- 5.3 SUPPLY CHAIN ANALYSIS
- 5.4 ECOSYSTEM ANALYSIS
- 5.5 INVESTMENT AND FUNDING SCENARIO
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5.6 PRICING ANALYSISAVERAGE SELLING PRICE TREND OF PLM OFFERED BY KEY PLAYERSINDICATIVE PRICING TREND, BY TECHNOLOGY
- 5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
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5.8 PORTER’S FIVE FORCES ANALYSISTHREAT OF NEW ENTRANTSTHREAT OF SUBSTITUTESBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSINTENSITY OF COMPETITIVE RIVALRY
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5.9 KEY STAKEHOLDERS AND BUYING CRITERIAKEY STAKEHOLDERS IN BUYING PROCESSBUYING CRITERIA
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5.10 CASE STUDY ANALYSISPOLARIS LEVERAGED PTC’S WINDCHILL ENTERPRISE PLM SOLUTION THAT OPTIMIZED COSTSCELLI GROUP IMPLEMENTED DIGITAL THREAD USING PTC PRODUCT SUITE THAT INTEGRATED AND SYNCHRONIZED DATA ACROSS PRODUCT LIFECYCLEKIRLOSKAR COLLABORATED WITH PTC TO DEVELOP DIGITAL THREAD THAT IMPROVED AND EXPEDITED CUSTOMER SERVICE
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5.11 TECHNOLOGY ANALYSISKEY TECHNOLOGIES- Industrial cybersecurityCOMPLEMENTARY TECHNOLOGIES- BlockchainADJACENT TECHNOLOGIES- AR and VR
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5.12 TRADE ANALYSISIMPORT DATA (HS CODE 851769)EXPORT DATA (HS CODE 851769)
- 5.13 PATENT ANALYSIS
- 5.14 KEY CONFERENCES AND EVENTS, 2024–2025
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5.15 REGULATORY LANDSCAPEREGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONSSTANDARDS
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5.16 IMPACT OF AI/GENERATIVE AI ON DIGITAL THREAD MARKETINTRODUCTIONCASE STUDYFUTURE OF AI/GENERATIVE AI IN DIGITAL THREAD MARKET
- 6.1 INTRODUCTION
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6.2 PLMRISING SHIFT TOWARD CLOUD-BASED SOLUTIONS TO OFFER LUCRATIVE GROWTH OPPORTUNITIES
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6.3 APMINTEGRATION OF IOT TO OBTAIN REAL-TIME INSIGHTS TO BOOST DEMAND
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6.4 CADINCREASING ADOPTION IN MANUFACTURING AND AEROSPACE INDUSTRIES TO DRIVE MARKET
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6.5 CAMGROWING ADOPTION OF CNC MACHINING TO ACCELERATE DEMAND
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6.6 SLMSURGING DEMAND FOR PERSONALIZED SERVICES TO DRIVE MARKET
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6.7 ALMINTEGRATION WITH DEVOPS TO AUTOMATE WORKFLOWS TO FUEL MARKET GROWTH
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6.8 MRPADOPTION OF ADVANCED ANALYTICS AND AI TO ACCELERATE DEMAND
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6.9 ERPGROWING NEED TO REDUCE MANUAL EFFORTS TO BOOST DEMAND
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6.10 MESRISING ADOPTION OF SMART MANUFACTURING TO DRIVE MARKET
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6.11 EDGE COMPUTINGDECREASED LATENCY AND IMPROVED SECURITY TO SPUR DEMAND
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6.12 INDUSTRIAL SENSORSGROWING ADOPTION IN MANUFACTURING, ENERGY, HEALTHCARE INDUSTRIES TO FUEL MARKET GROWTH
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6.13 SCADAINCREASING NEED TO MONITOR COMPLEX SYSTEMS IN INDUSTRIAL PLANTS TO BOOST DEMAND
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6.14 INDUSTRIAL COMMUNICATIONASSISTANCE IN DECISION-MAKING AND PROCESS OPTIMIZATION TO DRIVE MARKET
- 7.1 INTRODUCTION
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7.2 DATA COLLECTIONINCREASING DEMAND FOR UNIFIED AND REAL-TIME FLOW OF INFORMATION TO DRIVE MARKET
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7.3 DATA MANAGEMENT & INTEGRATIONRISING DEMAND FOR WELL-STRUCTURED DATA COLLECTION TO FUEL MARKET GROWTH
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7.4 CONNECTIVITY & INTEROPERABILITYABILITY TO OFFER SEAMLESS COMMUNICATION AND DATA EXCHANGE BETWEEN PLATFORMS AND DEVICES TO DRIVE MARKET
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7.5 ANALYTICS & VISUALIZATIONENHANCED DECISION-MAKING AND IMPROVED OPERATIONAL EFFICIENCY TO OFFER LUCRATIVE GROWTH OPPORTUNITIES
- 8.1 INTRODUCTION
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8.2 ON-PREMISESPRESSING NEED TO SECURE DATA TO DRIVE MARKET
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8.3 CLOUD-BASEDGROWING NEED TO REDUCE UPFRONT INVESTMENT IN IT INFRASTRUCTURE TO SPUR DEMAND
- 9.1 INTRODUCTION
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9.2 DESIGN & ENGINEERINGREDUCED NEED FOR PHYSICAL PROTOTYPES TO BOOST DEMAND
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9.3 MANUFACTURINGINCREASING DEMAND TO ADDRESS COMPLEXITIES OF MANUFACTURING PROCESSES TO FUEL MARKET GROWTH
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9.4 DISTRIBUTIONABILITY TO OFFER REAL-TIME PRODUCT TRACKING TO ACCELERATE DEMAND
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9.5 CUSTOMER SUPPORTGROWING FOCUS ON ENHANCING REAL-TIME PERFORMANCE TO BOOST DEMAND
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9.6 MAINTENANCE & SERVICESRISING EMPHASIS ON BOOSTING ASSET MANAGEMENT AND SERVICE OPERATIONS TO SPUR DEMAND
- 10.1 INTRODUCTION
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10.2 AUTOMOTIVEABILITY TO FACILITATE REAL-TIME COLLABORATION TO DRIVE MARKET
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10.3 AEROSPACEADOPTION OF BIG DATA AND IOT TO OFFER LUCRATIVE GROWTH OPPORTUNITIES
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10.4 ENERGY & POWERINTEGRATION OF IOT, AI, AND PREDICTIVE ANALYTICS FOR ENHANCED ASSET MANAGEMENT TO FUEL MARKET GROWTH
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10.5 PHARMACEUTICALSIMPROVED DECISION-MAKING AND OPERATIONAL EFFICIENCY TO DRIVE MARKET
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10.6 MEDICAL DEVICESENHANCED PATIENT CARE AND DEVICE PERFORMANCE TO FUEL MARKET GROWTH
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10.7 OIL & GASRISING EMPHASIS ON DIGITAL TRANSFORMATION TO DRIVE MARKET
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10.8 CONSUMER GOODSINCREASING FOCUS ON OFFERING PERSONALIZED EXPERIENCES TO BOOST DEMAND
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10.9 ELECTRONICS & SEMICONDUCTORSGROWING DEMAND FOR ACCURATE PRODUCT DEVELOPMENT TO DRIVE MARKET
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10.10 HEAVY MACHINERYIMPROVED VISIBILITY AND TRACEABILITY TO FUEL MARKET GROWTH
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10.11 CHEMICALSREDUCED WASTE AND DOWNTIME TO SPUR DEMAND
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10.12 FOOD & BEVERAGESADOPTION OF CLOUD-BASED MANAGEMENT PLATFORMS TO FUEL MARKET GROWTH
- 10.13 OTHERS
- 11.1 INTRODUCTION
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11.2 NORTH AMERICAMACROECONOMIC OUTLOOK FOR NORTH AMERICAUS- Growing adoption in aerospace and defense sectors to drive marketCANADA- Government-led initiatives to boost digitalization in manufacturing industry to spur demandMEXICO- Rising automation in manufacturing sector to fuel market growth
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11.3 EUROPEMACROECONOMIC OUTLOOK FOR EUROPEUK- Adoption of innovative manufacturing initiatives to accelerate demandGERMANY- Thriving automotive and machinery sectors to spur demandFRANCE- Rising emphasis on developing next-generation digital factories to offer lucrative growth opportunitiesREST OF EUROPE
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11.4 ASIA PACIFICMACROECONOMIC OUTLOOK FOR ASIA PACIFICCHINA- Increasing focus on smart manufacturing projects to boost demandJAPAN- Growing emphasis on modernizing manufacturing infrastructure to drive marketSOUTH KOREA- Integration of digital technologies with intelligent manufacturing processes to fuel market growthINDIA- Rising demand for real-time monitoring and reduced manufacturing costs to drive marketREST OF ASIA PACIFIC
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11.5 ROWMACROECONOMIC OUTLOOK FOR ROWMIDDLE EAST- increasing partnerships among industry vendors and process licensors to boost demand- GCC countries- Rest of Middle EastAFRICA- Rising investments in industrial automation and digital transformation to offer lucrative growth opportunitiesSOUTH AMERICA- Growing number of smart factories to fuel market growth
- 12.1 OVERVIEW
- 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2024
- 12.3 REVENUE ANALYSIS, 2019–2023
- 12.4 MARKET SHARE ANALYSIS, 2023
- 12.5 COMPANY VALUATION AND FINANCIAL METRICS
- 12.6 BRAND/PRODUCT COMPARISON
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12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023STARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTSCOMPANY FOOTPRINT: KEY PLAYERS, 2023- Company footprint- Deployment footprint- Technology footprint- End-use industry footprint- Region footprint
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12.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023PROGRESSIVE COMPANIESRESPONSIVE COMPANIESDYNAMIC COMPANIESSTARTING BLOCKSCOMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023- Detailed list of key startups/SMEs- Competitive benchmarking of key startups/SMEs
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12.9 COMPETITIVE SCENARIOPRODUCT LAUNCHESDEALS
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13.1 KEY PLAYERSSIEMENS- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewPTC- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewDASSAULT SYSTÈMES- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewIBM- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewSAP- Business overview- Products/Solutions/Services offered- Recent developments- MnM viewROCKWELL AUTOMATION- Business overview- Products/Solutions/Services offered- Recent developmentsAUTODESK INC.- Business overview- Products/Solutions/Services offered- Recent developmentsORACLE- Business overview- Products/Solutions/Services offered- Recent developmentsAVEVA GROUP LIMITED- Business overview- Products/Solutions/Services offered- Recent developmentsGENERAL ELECTRIC COMPANY- Business overview- Products/Solutions/Services offered- Recent developments
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13.2 OTHER PLAYERSACCENTUREANSYS, INC.TATA CONSULTANCY SERVICES LIMITEDHEXAGON ABCOGNIZANTDXC TECHNOLOGY COMPANYBOSCH GLOBAL SOFTWARE TECHNOLOGIES PRIVATE LIMITEDBENTLEY SYSTEMES, INCORPORATEDMATTERPORT INC.HITACHI VANTARA LLCPROSTEP INCARASALTAIR ENGINEERING INC.RAZORLEAFCAPGEMINI
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14.1 DIGITAL TWIN MARKET, BY ENTERPRISEINTRODUCTIONLARGE ENTERPRISES- Adoption of blockchain technology in healthcare and oil & gas industries to spur demandSMALL & MEDIUM ENTERPRISES- Improved inventory management and quick access to real-time data to fuel market growth
- 15.1 INSIGHTS FROM INDUSTRY EXPERTS
- 15.2 DISCUSSION GUIDE
- 15.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 15.4 CUSTOMIZATION OPTIONS
- 15.5 RELATED REPORTS
- 15.6 AUTHOR DETAILS
- TABLE 1 ROLES OF COMPANIES IN DIGITAL THREAD ECOSYSTEM
- TABLE 2 AVERAGE SELLING PRICE TREND OF PLM OFFERED BY KEY PLAYERS, BY REGION (USD)
- TABLE 3 INDICATIVE PRICING TREND, BY TECHNOLOGY (USD)
- TABLE 4 DIGITAL THREAD MARKET: PORTER’S FIVE FORCES ANALYSIS
- TABLE 5 INFLUENCE OF KEY STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES (%)
- TABLE 6 KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES
- TABLE 7 IMPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 8 EXPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION)
- TABLE 9 LIST OF APPLIED/GRANTED PATENTS RELATED TO DIGITAL THREAD MARKET, 2022–2023
- TABLE 10 DIGITAL THREAD MARKET: LIST OF CONFERENCES AND EVENTS, 2024–2025
- TABLE 11 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 12 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 13 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 14 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 15 DIGITAL THREAD MARKET: STANDARDS
- TABLE 16 DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 17 DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 18 PLM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 19 PLM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 20 APM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 21 APM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 22 CAD: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 23 CAD: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 24 CAM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 25 CAM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 26 SLM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 27 SLM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 28 ALM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 29 ALM: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 30 MRP: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 31 MRP: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 32 ERP: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 33 ERP: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 34 MES: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 35 MES: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 36 EDGE COMPUTING: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 37 EDGE COMPUTING: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 38 INDUSTRIAL SENSORS: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 39 INDUSTRIAL SENSORS: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 40 SCADA: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 41 SCADA: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 42 INDUSTRIAL COMMUNICATION: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 43 INDUSTRIAL COMMUNICATION: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 44 DIGITAL THREAD MARKET, BY MODULE, 2022–2023 (USD MILLION)
- TABLE 45 DIGITAL THREAD MARKET, BY MODULE, 2024–2030 (USD MILLION)
- TABLE 46 DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 47 DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 48 ON-PREMISES: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 49 ON-PREMISES: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 50 CLOUD-BASED: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 51 CLOUD-BASED: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 52 DIGITAL THREAD MARKET, BY APPLICATION, 2022–2023 (USD MILLION)
- TABLE 53 DIGITAL THREAD MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
- TABLE 54 DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 55 DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 56 AUTOMOTIVE: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 57 AUTOMOTIVE: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 58 AUTOMOTIVE: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 59 AUTOMOTIVE: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 60 AUTOMOTIVE: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 61 AUTOMOTIVE: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 62 AEROSPACE: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 63 AEROSPACE: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 64 AEROSPACE: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 65 AEROSPACE: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 66 AEROSPACE: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 67 AEROSPACE: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 68 ENERGY & POWER: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 69 ENERGY & POWER: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 70 ENERGY & POWER: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 71 ENERGY & POWER: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 72 ENERGY & POWER: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 73 ENERGY & POWER: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 74 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 75 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 76 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 77 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 78 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 79 PHARMACEUTICALS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 80 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 81 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 82 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 83 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 84 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 85 MEDICAL DEVICES: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 86 OIL & GAS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 87 OIL & GAS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 88 OIL & GAS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 89 OIL & GAS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 90 OIL & GAS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 91 OIL & GAS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 92 CONSUMER GOODS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 93 CONSUMER GOODS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 94 CONSUMER GOODS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 95 CONSUMER GOODS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 96 CONSUMER GOODS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 97 CONSUMER GOODS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 98 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 99 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 100 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 101 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 102 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 103 ELECTRONICS & SEMICONDUCTORS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 104 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 105 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 106 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 107 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 108 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 109 HEAVY MACHINERY: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 110 CHEMICALS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 111 CHEMICALS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 112 CHEMICALS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 113 CHEMICALS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 114 CHEMICALS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 115 CHEMICALS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 116 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 117 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 118 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 119 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 120 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 121 FOOD & BEVERAGES: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 122 OTHERS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2022–2023 (USD MILLION)
- TABLE 123 OTHERS: DIGITAL THREAD MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
- TABLE 124 OTHERS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2022–2023 (USD MILLION)
- TABLE 125 OTHERS: DIGITAL THREAD MARKET, BY DEPLOYMENT, 2024–2030 (USD MILLION)
- TABLE 126 OTHERS: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 127 OTHERS: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 128 DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 129 DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 130 NORTH AMERICA: DIGITAL THREAD MARKET, BY COUNTRY, 2022–2023 (USD MILLION)
- TABLE 131 NORTH AMERICA: DIGITAL THREAD MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 132 NORTH AMERICA: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 133 NORTH AMERICA: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 134 EUROPE: DIGITAL THREAD MARKET, BY COUNTRY, 2022–2023 (USD MILLION)
- TABLE 135 EUROPE: DIGITAL THREAD MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 136 EUROPE: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 137 EUROPE: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 138 ASIA PACIFIC: DIGITAL THREAD MARKET, BY COUNTRY, 2022–2023 (USD MILLION)
- TABLE 139 ASIA PACIFIC: DIGITAL THREAD MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 140 ASIA PACIFIC: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 141 ASIA PACIFIC: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 142 ROW: DIGITAL THREAD MARKET, BY REGION, 2022–2023 (USD MILLION)
- TABLE 143 ROW: DIGITAL THREAD MARKET, BY REGION, 2024–2030 (USD MILLION)
- TABLE 144 MIDDLE EAST: DIGITAL THREAD MARKET, BY COUNTRY, 2022–2023 (USD MILLION)
- TABLE 145 MIDDLE EAST: DIGITAL THREAD MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
- TABLE 146 ROW: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2022–2023 (USD MILLION)
- TABLE 147 ROW: DIGITAL THREAD MARKET, BY END-USE INDUSTRY, 2024–2030 (USD MILLION)
- TABLE 148 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2024
- TABLE 149 DIGITAL THREAD MARKET: DEGREE OF COMPETITION, 2023
- TABLE 150 DIGITAL THREAD MARKET: DEPLOYMENT FOOTPRINT
- TABLE 151 DIGITAL THREAD MARKET: TECHNOLOGY FOOTPRINT
- TABLE 152 DIGITAL THREAD MARKET: END-USE INDUSTRY FOOTPRINT
- TABLE 153 DIGITAL THREAD MARKET: REGION FOOTPRINT
- TABLE 154 DIGITAL THREAD MARKET: DETAILED LIST OF KEY STARTUPS/SMES
- TABLE 155 DIGITAL THREAD MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2023
- TABLE 156 DIGITAL THREAD MARKET: PRODUCT LAUNCHES, JANUARY 2022–AUGUST 2024
- TABLE 157 DIGITAL THREAD MARKET: DEALS, JANUARY 2022–AUGUST 2024
- TABLE 158 SIEMENS: COMPANY OVERVIEW
- TABLE 159 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 160 SIEMENS: PRODUCT LAUNCHES
- TABLE 161 SIEMENS: DEALS
- TABLE 162 PTC: COMPANY OVERVIEW
- TABLE 163 PTC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 164 PTC: DEALS
- TABLE 165 DASSAULT SYSTÈMES: COMPANY OVERVIEW
- TABLE 166 DASSAULT SYSTÈMES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 167 DASSAULT SYSTÈMES: DEALS
- TABLE 168 IBM: COMPANY OVERVIEW
- TABLE 169 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 170 IBM: DEALS
- TABLE 171 SAP: COMPANY OVERVIEW
- TABLE 172 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 173 SAP: PRODUCT LAUNCHES
- TABLE 174 SAP: DEALS
- TABLE 175 ROCKWELL AUTOMATION: COMPANY OVERVIEW
- TABLE 176 ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 177 ROCKWELL AUTOMATION: DEALS
- TABLE 178 AUTODESK INC.: COMPANY OVERVIEW
- TABLE 179 AUTODESK INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 180 AUTODESK INC.: PRODUCT LAUNCHES
- TABLE 181 AUTODESK INC.: DEALS
- TABLE 182 ORACLE: COMPANY OVERVIEW
- TABLE 183 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 184 ORACLE: PRODUCT LAUNCHES
- TABLE 185 AVEVA GROUP LIMITED: COMPANY OVERVIEW
- TABLE 186 AVEVA GROUP LIMITED: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 187 AVEVA GROUP LIMITED: PRODUCT LAUNCHES
- TABLE 188 GENERAL ELECTRIC COMPANY: COMPANY OVERVIEW
- TABLE 189 GENERAL ELECTRIC COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
- TABLE 190 GENERAL ELECTRIC COMPANY: DEALS
- TABLE 191 ACCENTURE: COMPANY OVERVIEW
- TABLE 192 ANSYS, INC.: COMPANY OVERVIEW
- TABLE 193 TATA CONSULTANCY SERVICES LIMITED: COMPANY OVERVIEW
- TABLE 194 HEXAGON AB: COMPANY OVERVIEW
- TABLE 195 COGNIZANT: COMPANY OVERVIEW
- TABLE 196 DXC TECHNOLOGY COMPANY: COMPANY OVERVIEW
- TABLE 197 BOSCH GLOBAL SOFTWARE TECHNOLOGIES PRIVATE LIMITED: COMPANY OVERVIEW
- TABLE 198 BENTLY SYSTEMES, INCORPORATED: COMPANY OVERVIEW
- TABLE 199 MATTERPORT INC.: COMPANY OVERVIEW
- TABLE 200 HITACHI VANTARA LLC: COMPANY OVERVIEW
- TABLE 201 PROSTEP INC: COMPANY OVERVIEW
- TABLE 202 ARAS: COMPANY OVERVIEW
- TABLE 203 ALTAIR ENGINEERING INC.: COMPANY OVERVIEW
- TABLE 204 RAZORLEAF: COMPANY OVERVIEW
- TABLE 205 CAPGEMINI: COMPANY OVERVIEW
- TABLE 206 DIGITAL TWIN MARKET, BY ENTERPRISE, 2019–2022 (USD MILLION)
- TABLE 207 DIGITAL TWIN MARKET, BY ENTERPRISE, 2023–2028 (USD MILLION)
- TABLE 208 LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 209 LARGE ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 210 SMALL & MEDIUM ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2019–2022 (USD MILLION)
- TABLE 211 SMALL & MEDIUM ENTERPRISES: DIGITAL TWIN MARKET, BY REGION, 2023–2028 (USD MILLION)
- FIGURE 1 DIGITAL THREAD MARKET SEGMENTATION AND REGIONAL SCOPE
- FIGURE 2 DIGITAL THREAD MARKET: RESEARCH DESIGN
- FIGURE 3 DIGITAL THREAD MARKET: BOTTOM-UP APPROACH
- FIGURE 4 DIGITAL THREAD MARKET: TOP-DOWN APPROACH
- FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE GENERATED BY DIGITAL THREAD PROVIDERS
- FIGURE 6 DATA TRIANGULATION
- FIGURE 7 CLOUD-BASED SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
- FIGURE 8 ANALYTICS & VISUALIZATION SEGMENT TO DOMINATE MARKET IN 2030
- FIGURE 9 DESIGN & ENGINEERING SEGMENT TO LEAD MARKET IN 2024
- FIGURE 10 EDGE COMPUTING SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 11 AUTOMOTIVE SEGMENT TO DOMINATE MARKET IN 2030
- FIGURE 12 NORTH AMERICA CLAIMED LARGEST MARKET SHARE IN 2023
- FIGURE 13 EXPANDING PHARMACEUTICAL INDUSTRY TO OFFER LUCRATIVE GROWTH OPPORTUNITIES
- FIGURE 14 CLOUD-BASED DEPLOYMENT SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 15 ANALYTICS & VISUALIZATION SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 16 DESIGN & ENGINEERING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 17 PLM TECHNOLOGY TO DOMINATE MARKET DURING FORECAST PERIOD
- FIGURE 18 PHARMACEUTICALS SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 19 NORTH AMERICA TO SECURE LARGEST MARKET SHARE IN 2024
- FIGURE 20 INDIA TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 21 DIGITAL THREAD MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
- FIGURE 22 DIGITAL THREAD MARKET: IMPACT ANALYSIS OF DRIVERS
- FIGURE 23 DIGITAL THREAD MARKET: IMPACT ANALYSIS OF RESTRAINTS
- FIGURE 24 DIGITAL THREAD MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
- FIGURE 25 DIGITAL THREAD MARKET: IMPACT ANALYSIS OF CHALLENGES
- FIGURE 26 DIGITAL THREAD MARKET: SUPPLY CHAIN ANALYSIS
- FIGURE 27 DIGITAL THREAD MARKET: ECOSYSTEM ANALYSIS
- FIGURE 28 INVESTMENT AND FUNDING SCENARIO
- FIGURE 29 AVERAGE SELLING PRICE TREND OF PLM OFFERED BY KEY PLAYERS, BY REGION
- FIGURE 30 AVERAGE SELLING PRICE TREND OF PLM, BY REGION, 2019–2023
- FIGURE 31 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
- FIGURE 32 DIGITAL THREAD MARKET: PORTER’S FIVE FORCES ANALYSIS
- FIGURE 33 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES
- FIGURE 34 BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES
- FIGURE 35 IMPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION)
- FIGURE 36 EXPORT DATA FOR HS CODE 851769-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION)
- FIGURE 37 PATENTS APPLIED AND GRANTED, 2014–2023
- FIGURE 38 DIGITAL THREAD USE CASES IN AI/GENERATIVE AI
- FIGURE 39 IMPACT OF AI/GENERATIVE AI ON DIGITAL THREAD MARKET
- FIGURE 40 EDGE COMPUTING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 41 ANALYTICS & VISUALIZATION SEGMENT TO DOMINATE MARKET IN 2030
- FIGURE 42 DIGITAL THREAD MARKET, BY DEPLOYMENT
- FIGURE 43 CLOUD-BASED SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD
- FIGURE 44 DESIGN & ENGINEERING SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 45 DIGITAL THREAD MARKET, BY END-USE INDUSTRY
- FIGURE 46 PLM TO DOMINATE MARKET IN 2030
- FIGURE 47 DIGITAL THREAD MARKET, BY REGION
- FIGURE 48 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 49 NORTH AMERICA: DIGITAL THREAD MARKET SNAPSHOT
- FIGURE 50 EUROPE: DIGITAL THREAD MARKET SNAPSHOT
- FIGURE 51 ASIA PACIFIC: DIGITAL THREAD MARKET SNAPSHOT
- FIGURE 52 MIDDLE EAST TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030
- FIGURE 53 DIGITAL THREAD MARKET: REVENUE ANALYSIS OF KEY PLAYERS, 2019–2023
- FIGURE 54 MARKET SHARE ANALYSIS OF DIGITAL THREAD PROVIDERS, 2023
- FIGURE 55 COMPANY VALUATION, 2024
- FIGURE 56 FINANCIAL METRICS
- FIGURE 57 DIGITAL MARKET THREAD: BRAND/PRODUCT COMPARISON
- FIGURE 58 DIGITAL THREAD MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
- FIGURE 59 DIGITAL THREAD MARKET: COMPANY FOOTPRINT
- FIGURE 60 DIGITAL THREAD MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
- FIGURE 61 SIEMENS: COMPANY SNAPSHOT
- FIGURE 62 PTC: COMPANY SNAPSHOT
- FIGURE 63 DASSAULT SYSTÈMES: COMPANY SNAPSHOT
- FIGURE 64 IBM: COMPANY SNAPSHOT
- FIGURE 65 SAP: COMPANY SNAPSHOT
- FIGURE 66 ROCKWELL AUTOMATION: COMPANY SNAPSHOT
- FIGURE 67 AUTODESK INC.: COMPANY SNAPSHOT
- FIGURE 68 ORACLE: COMPANY SNAPSHOT
- FIGURE 69 GENERAL ELECTRIC COMPANY: COMPANY SNAPSHOT
- FIGURE 70 DIGITAL TWIN MARKET, BY ENTERPRISE
- FIGURE 71 SMALL & MEDIUM ENTERPRISES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
The study involves four major activities that estimate the size of the digital thread market. Exhaustive secondary research was conducted to collect information related to the market. Following this was validating these findings, assumptions, and sizing with the industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the overall size of the digital thread market. Subsequently, market breakdown and data triangulation procedures were used to determine the extent of different segments and subsegments of the market.
Secondary Research
Secondary sources in this research study include corporate filings (such as annual reports, investor presentations, and financial statements); trade, business, and professional associations; white papers, certified publications, articles from recognized authors; directories; and databases. The secondary data were collected and analyzed to estimate the overall market size, further validated by primary research. The relevant data is collected from various secondary sources, it is analyzed to extract insights and information relevant to the market research objectives. This analysis has involved summarizing the data, identifying trends, and drawing conclusions based on the available information.
Primary Research
In the primary research process, numerous sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information about this report. The primary sources from the supply side included various industry experts such as Chief X Officers (CXOs), Vice Presidents (VPs), and Directors from business development, marketing, product development/innovation teams, and related key executives from digita thread providers, (such as Capgemini, Accenture, Siemens, PTC, SAP) research organizations, distributors, professional and managed service providers, industry associations, and key opinion leaders. Approximately 25% of the primary interviews were conducted with the demand side and 75% with the supply side. These data were collected mainly through questionnaires, emails, and telephonic interviews, accounting for 80% of the primary interviews.
To know about the assumptions considered for the study, download the pdf brochure
Market Size Estimation
In the market engineering process, both top-down and bottom-up approaches were implemented, along with several data triangulation methods, to estimate and validate the size of the digital thread market and other dependent submarkets listed in this report.
- The key players in the industry and markets were identified through extensive secondary research.
- Both the supply chain of the industry and the market size, in terms of value, were determined through primary and secondary research.
- All percentage shares, splits, and breakdowns were determined using secondary sources and verified through primary sources.
- Market Size Estimation Methodology-Bottom-up approach
Bottom-Up Approach
Top-Down Approach
Data Triangulation
After estimating the overall market size, the total market was split into several segments. The market breakdown and data triangulation procedures were employed wherever applicable to complete the overall market engineering process and gauge exact statistics for all segments. The data were triangulated by studying various factors and trends from both the demand and supply sides. The market was also validated using both top-down and bottom-up approaches.
Market Definition
A digital thread provides a comprehensive view of a product's life cycle, starting with design and development and going all the way through manufacturing, maintenance, service, and retirement. It provides a continuous, traceable flow of information, enabling real-time access to and analysis of data from various stages and sources. This integration ensures that all stakeholders have a unified view of the product and its lifecycle, facilitating better decision-making, improving efficiency, and enhancing product quality and performance.
Stakeholders
- End users
- Government bodies, venture capitalists, and private equity firms
- Digital thread solution provider
- Digital thread service provider
- Digital thread industry associations
- Professional service/solution providers
- Cloud service providers
- Consulting firms
- Research institutions and organizations
- Standards organizations and regulatory authorities
- System integrators
- Technology consultants
The main objectives of this study are as follows:
- To describe and forecast the digital thread market in terms of value based on technology, module, deployment, application, vertical, and region
- To forecast the market size for various segments with regard to four main regions, namely, North America, Europe, Asia Pacific, and the Rest of the World (RoW), along with their respective countries, in terms of value
- To provide detailed information regarding drivers, restraints, opportunities, and challenges influencing the market growth
- To provide a detailed overview of the value chain of the digital thread ecosystem
- To provide a detailed analysis of the impact of the AI on the digital thread market
- To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the total market
- To analyze the opportunities for stakeholders and details of the competitive landscape of the market
- To strategically profile the key players and comprehensively analyze their market positions in terms of ranking and core competencies2
- To analyze the major growth strategies implemented by key market players, such as contracts, agreements, acquisitions, product launches, expansions, and partnerships
Available Customizations:
With the given market data, MarketsandMarkets offers customizations according to the specific requirements of companies. The following customization options are available for the report:
Country-wise Information:
- Analysis for additional countries (up to five)
Company Information:
- Detailed analysis and profiling of different market players (up to five)
Growth opportunities and latent adjacency in Digital Thread Market