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Digital Circular Economy Market by Offering (Software (Circular Design & Prototyping Software, Blockchain & Traceability Software), Services), Application (Digital Resale & Reuse), Technology (IoT, AI & ML), Vertical and Region - Global Forecast to 2028

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    Report

  • 466 Pages
  • November 2023
  • Region: Global
  • Markets and Markets
  • ID: 5914268

The digital circular economy market is projected to grow from USD 2.2 billion in 2023 to USD 6.7 billion by 2028, at a compound annual growth rate (CAGR) of 24.3% during the forecast period. The growth of the digital circular economy market is primarily driven by rising awareness of reducing e-waste, increasing regulatory pressure from governments to comply with sustainable practices, and infusion of AI with recycling techniques to enhance resource reutilization.

By offering, service segment is expected to register the fastest market growth rate during the forecast period

The services segment in the digital circular economy market is poised for the fastest growth rate, majorly propelled by a surge in demand for consulting, advisory, and implementation services as the complexity of implementing digital circular economy strategies necessitates specialized expertise. Companies are increasingly seeking guidance to navigate the integration of technologies like AI, IoT, and blockchain into their circular practices. Additionally, the dynamic nature of technology and sustainability regulations requires ongoing support and updates, making services a crucial component for sustained success. 

By technology, IoT segment is expected to account for the largest market share during the forecast period

The IoT technology segment is anticipated to dominate the digital circular economy market, primarily due to its instrumental role in enhancing visibility, traceability, and efficiency across circular processes. IoT facilitates real-time monitoring and data collection throughout the product lifecycle, enabling seamless tracking of resources, from production to disposal. This level of connectivity optimizes supply chains, promotes responsible consumption, and supports circular practices such as recycling and remanufacturing. As industries increasingly prioritize sustainability, the demand for IoT-enabled solutions to monitor and manage resource flows grows substantially.

By Region, Asia Pacific is slated to grow at the fastest rate and Europe to have the largest market share during the forecast period

APAC is expected to witness the fastest growth in the digital circular economy market due to the region's rapid economic development and industrialization, which contribute to increased adoption of digital technologies for sustainable practices. Countries like China and India are witnessing a surge in awareness about environmental issues, prompting businesses to embrace digital solutions for resource efficiency and circular economy practices. Europe is set to account for the largest market share owing to its proactive approach towards environmental regulations and sustainability. Stringent policies, such as the Circular Economy Action Plan, drive European businesses to integrate digital solutions for optimal resource management, waste reduction, and responsible consumption.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), vice presidents, innovation and technology directors, system integrators, and executives from various key organizations operating in the Digital circular economy market. 

  • By Company: Tier I–20%, Tier II–60%, and Tier III–20%
  • By Designation: C-Level Executives–28%, D-Level Executives–50%, and Managers–22%
  • By Region: North America– 30%, Europe – 35%, Asia Pacific– 20% and Middle East Africa- 10%, Latin america-5%

The report includes the study of key players offering digital circular economy software and services. The major players in the digital circular economy market include SAP (Germany), Capgemini (France), Dassault Systemes (France), Cisco (US), IBM (US), Oracle (US), KPMG (Netherlands), Software AG (Germany), Siemens-Advanta (Germany), Ingram Micro (US), AWS (US), PwC (UK), Honeywell (US), Accenture (Ireland), Lenzing (Austria), Hitachi (Japan), Landbell Group (Germany), iPoint Systems (Germany), One Click LCA (Finland), TUV SUD (Germany), Suez Group (France), numi.circular (Germany), Treeni (India), UL Solutions (US), Anthesis Group (UK), Circular in Motion (Netherlands), Rheaply (US), proSense Consulting (Austria), geoFluxus (Netherlands), Circulor (UK), and Reflaunt (Singapore).

Research coverage

This research report categorizes the digital circular economy market by Offering (Software and Services), by Technology (blockchain and distributed ledger technology (DLT), IoT, AI & ML, AR & VR, cloud computing, Big Data analytics, and other technologies), by Application (supply chain and materials tracking, resource optimization and efficiency, digital resale and reuse, reverse logistics and remanufacturing, circular economy reporting and compliance, circular waste management and recycling, smart material selection & testing, and other applications), by Vertical (consumer electronics, IT & telecom, automotive, manufacturing, construction and building, healthcare and medical devices, energy and utilities, chemicals and materials, fashion & apparel, and other verticals), and by region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America).

The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the digital circular economy market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the digital circular economy market. Competitive analysis of upcoming startups in the digital circular economy market ecosystem is covered in this report.

Key Benefits of Buying the Report 

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall digital circular economy market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following: 

  • Analysis of key drivers (surge in E-waste awareness fueling digital circular economy growth, AI-driven recycling tech catalyzing resource reutilization, stringent government mandates propeling circularity adoption, eco-conscious consumers driving demand for sustainable digital products), restraints (high upfront costs hampering circular economy startup, legacy linear thinking hindering circular business evolution, lack of standardized circularity metrics confounding progress), opportunities (unlocking new revenue streams by capitalizing on the market for upcycled tech gadgets, cross-industry alliances fostering circular innovation waves, flourishing market for refurbished electronics presents a compelling business opportunity, cost efficiencies through optimized resource utilization), and challenges (managing the intricate supply chain and reverse logistics, balancing durability and quality in circular tech design, navigating volatile consumer preferences in a shifting market).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the digital circular economy market
  • Market Development: Comprehensive information about lucrative markets – the report analyses the digital circular economy market across varied regions 
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the digital circular economy market 
  • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like SAP (Germany), Capgemini (France), Dassault Systemes (France), Cisco (US), IBM (US), Oracle (US), KPMG (Netherlands), Software AG (Germany), Siemens-Advanta (Germany), AWS (US), PwC (UK), Honeywell (US), Accenture (Ireland), Hitachi (Japan), Landbell Group (Germany), and Anthesis Group (UK), among others in the digital circular economy market strategies. The report also helps stakeholders understand the pulse of the digital circular economy market and provides them information on key market drivers, restraints, challenges, and opportunities.

Table of Contents

1    Introduction
1.1    Study Objectives
1.2    Market Definition
1.2.1    Inclusions and Exclusions
1.3    Market Scope
1.3.1    Market Segmentation
Table 1    Digital Circular Economy Market Detailed Segmentation
1.3.2    Regions Covered
1.3.3    Years Considered
1.4    Currency Considered
Table 2    US Dollar Exchange Rate, 2018-2022
1.5    Stakeholders
1.6    Impact of Recession

2    Research Methodology
2.1    Research Data
Figure 1    Digital Circular Economy Market: Research Design
2.1.1    Secondary Data
2.1.2    Primary Data
Table 3    Primary Interviews
2.1.2.1    Breakup of Primary Profiles
2.1.2.2    Key Industry Insights
2.2    Market Forecast
Table 4    Factor Analysis
2.3    Market Size Estimation
Figure 2    Digital Circular Economy Market: Top-Down and Bottom-Up Approaches
2.3.1    Top-Down Approach
2.3.2    Bottom-Up Approach
Figure 3    Approach 1, Bottom-Up (Supply-Side): Revenue from Solutions/Services of Digital Circular Economy
Figure 4    Approach 2, Bottom-Up (Supply-Side): Collective Revenue from All Solutions/Services of Digital Circular Economy
Figure 5    Approach 3, Bottom-Up (Supply-Side): Collective Revenue from All Solutions/Services of Digital Circular Economy
Figure 6    Approach 4, Bottom-Up (Demand-Side): Share of Digital Circular Economy Through Overall Digital Solutions Spending
2.4    Data Triangulation
Figure 7    Data Triangulation
2.5    Research Assumptions
2.6    Study Limitations
2.7    Implications of Recession on Digital Circular Economy Market
Table 5    Impact of Recession on Global Digital Circular Economy Market

3    Executive Summary
Table 6    Global Digital Circular Economy Market Size and Growth Rate, 2018-2022 (USD Million, Y-O-Y)
Table 7    Global Digital Circular Economy Market Size and Growth Rate, 2023-2028 (USD Million, Y-O-Y)
Figure 8    Digital Circular Economy Software to be Larger Market Than Services in 2023
Figure 9    PLM Software to be Largest Software Segment During Forecast Period
Figure 10    Supply Chain Optimization Services to Lead Market in 2023
Figure 11    Circular Waste Management & Recycling Application to Account for Highest Demand in 2023
Figure 12    IoT to be Largest Technology for Digital Circular Economy in 2023
Figure 13    Fashion & Apparel Vertical to Witness Highest Growth Rate During Forecast Period
Figure 14    Europe to Account for Largest Regional Market Share in 2023

4    Premium Insights
4.1    Attractive Opportunities for Digital Circular Economy Market Players
Figure 15    Heightened Emphasis on Sustainable Sourcing and Environmentally Friendly Supply Chain Practices to Drive Market Growth
4.2    Digital Circular Economy Market: Top Three Applications
Figure 16    Digital Resale & Reuse Application Segment to Account for Highest Growth Rate During Forecast Period
4.3    Europe: Digital Circular Economy Market, by Offering and Vertical
Figure 17    Software and Manufacturing to be Largest Shareholders in European Market in 2023
4.4    Digital Circular Economy Market, by Region
Figure 18    Europe to Account for Largest Market Share in 2023

5    Market Overview and Industry Trends
5.1    Introduction
5.2    Market Dynamics
Figure 19    Drivers, Restraints, Opportunities, and Challenges: Digital Circular Economy Market
5.2.1    Drivers
5.2.1.1    Surge in Ewaste Awareness
Figure 20    Global Ewaste Generation, 2014-2022 (Million Tonnes)
5.2.1.2    Ai-Driven Recycling Tech to Catalyze Resource Reutilization
5.2.1.3    Stringent Government Mandates to Propel Circularity Adoption
5.2.1.4    Eco-Conscious Consumers to Drive Demand for Sustainable Digital Products
Figure 21    Penetration Rate of Streaming Video on Demand, 2017-2022 (Percentage of Total Population)
5.2.2    Restraints
5.2.2.1    High Upfront Costs to Hamper Circular Economy Startups
5.2.2.2    Legacy Linear Thinking to Hinder Circular Business Evolution
5.2.2.3    Lack of Standardized Circularity Metrics to Confound Progress
5.2.3    Opportunities
5.2.3.1    Unlocking New Revenue Streams by Capitalizing on Market for Upcycled Tech Gadgets
5.2.3.2    Cross-Industry Alliances Foster Circular Innovation Waves
5.2.3.3    Flourishing Market for Refurbished Electronics to Present Compelling Business Opportunity
Figure 22    Global Used and Refurbished Smartphone Shipments, 2015-2022 (Million Units)
5.2.3.4    Cost Efficiencies Through Optimized Resource Utilization
5.2.4    Challenges
5.2.4.1    Managing Intricate Supply Chain and Reverse Logistics
5.2.4.2    Balancing Durability and Quality in Circular Tech Design
5.2.4.3    Navigating Volatile Consumer Preferences in Shifting Market
5.3    Evolution of Digital Circular Economy
Figure 23    Digital Circular Economy Market Evolution
5.4    Value Chain Analysis
Figure 24    Digital Circular Economy Market: Value Chain Analysis
Table 8    Digital Circular Economy Market: Value Chain Analysis
5.5    Ecosystem/Market Map
Table 9    Role of Players in Digital Circular Economy Market
Figure 25    Key Players in Digital Circular Economy Market Ecosystem
5.5.1    Digital Circular Economy Software Developers
5.5.2    Digital Circular Economy Technology Providers
5.5.3    Digital Circular Economy Data & Analytic Providers
5.5.4    Third-Party Service Providers
5.5.5    End-users
5.5.6    Government & Regulatory Bodies
5.6    Investment Landscape
Figure 26    Global Leading Sustainability Initiatives That Brands Are Investing In, 2021-2022
Figure 27    US and Europe: Distribution of Investments in Recycling and Waste, by Technology, 2022
Figure 28    Global Venture Capital Investment in Clean Energy Startups, 2015-2022 (USD Billion)
Figure 29    Global Venture Capital Investment in Clean Energy Startups, by Category, 2015-2022 (USD Billion)
5.7    Best Practices in Digital Circular Economy Market
Table 10    Best Practices in Digital Circular Economy Market
5.8    Case Study Analysis
5.8.1    Braskem Powered Actionable Climate Roadmap for Sustainable Growth with Help of Accenture
5.8.2    WWF Identified Opportunities for Improvement in Management of Plastic Waste with Help of Anthesis Group
5.8.3    Early Leakage Detection with Use of Trendminer by Software Ag
5.8.4    Kaeser Kompressoren Automated Compliance Processes Using Ipoint’s Systems
5.8.5    Treeni Allowed DSM to Collect and Manage Data Efficiently
5.8.6    Establishing Process Thinking in Research and Education for Munich University with Igrafx Solutions
5.9    Technology Analysis
5.9.1    Key Technologies
5.9.1.1    IoT
5.9.1.2    Big Data Analytics
5.9.1.3    Blockchain
5.9.1.4    Ai & Ml
5.9.1.5    AR/VR
5.9.1.6    Cloud Computing
5.9.2    Adjacent Technologies
5.9.2.1    Robotics
5.9.2.2    Nanotechnology
5.9.2.3    Sustainable Manufacturing
5.9.2.4    Digital Twin
5.9.3    Complimentary Technologies
5.9.3.1    3D Printing
5.9.3.2    Smart Sensor Technologies
5.9.3.3    Renewable Energy Storage
5.10    Tariff and Regulatory Landscape
5.10.1    Tariff Related to Digital Circular Economy Software
Table 11    Tariff Related to Digital Circular Economy Software, 2022
5.10.2    Regulatory Landscape
5.10.2.1    Regulatory Bodies, Government Agencies, and Other Organizations
Table 12    North America: Regulatory Bodies, Government Agencies, and Other Organizations
Table 13    Europe: Regulatory Bodies, Government Agencies, and Other Organizations
Table 14    Asia-Pacific: Regulatory Bodies, Government Agencies, and Other Organizations
Table 15    Middle East & Africa: Regulatory Bodies, Government Agencies, and Other Organizations
Table 16    Latin America: Regulatory Bodies, Government Agencies, and Other Organizations
5.10.3    Regulations: Digital Circular Economy Market
5.10.3.1    North America
5.10.3.1.1    Us: Environmental Protection Act
5.10.3.1.2    Canada: Federal Sustainable Development Act
5.10.3.1.3    Us: Climate Leadership and Community Protection Act
5.10.3.2    Europe
5.10.3.2.1    Eu: Circular Economy Action Plan
5.10.3.2.2    Eu: Sustainable Finance Disclosure Regulation
5.10.3.2.3    Germany: German Circular Economy Act
5.10.3.2.4    Uk: Climate Change Act
5.10.3.3    Asia-Pacific
5.10.3.3.1    Japan: Environmental Impact Assessment Law
5.10.3.3.2    China: Circular Economy Promotion Law
5.10.3.3.3    South Korea: Framework Act on Resource Circulation
5.10.3.4    Middle East & Africa
5.10.3.4.1    UAE: Federal Law No. 24 of 1999
5.10.3.4.2    South Africa: National Environmental Management Act
5.10.3.4.3    Algeria: Environmental Law
5.10.3.5    Latin America
5.10.3.5.1    Peru: Environmental Impact Assessment National System Law
5.10.3.5.2    Brazil: National Policy on Solid Waste
5.10.3.5.3    Colombia: National Environmental Policy
5.11    Patent Analysis
5.11.1    Methodology
5.11.2    Patents Filed, by Document Type
Table 17    Patents Filed, 2013-2023
5.11.3    Innovation and Patent Applications
Figure 30    Total Number of Patents Granted, 2013-2023
5.11.3.1    Top 10 Applicants in Digital Circular Economy Market
Figure 31    Top 10 Applicants in Digital Circular Economy Market, 2013-2023
Table 18    Top 20 Patent Owners in Digital Circular Economy Market, 2013-2023
Table 19    List of Patents Granted in Digital Circular Economy Market, 2023
Figure 32    Regional Analysis of Patents Granted, 2013-2023
5.12    Pricing Analysis
5.12.1    Average Selling Price Trends of Key Players, by Software Type
Figure 33    Average Selling Price Trend of Key Players: Top Three Software Types
Table 20    Average Selling Price Trend of Key Players: Top Three Software Types
5.12.2    Indicative Pricing Analysis, by Digital Circular Economy Vendors
Table 21    Indicative Pricing Levels of Digital Circular Economy Vendors
5.13    Trade Analysis
5.13.1    Import Scenario of Computer Software
Figure 34    Computer Software Import, by Key Country, 2015-2022 (USD Billion)
5.13.2    Export Scenario of Computer Software
Figure 35    Computer Software Export, by Key Country, 2015-2022 (USD Billion)
5.14    Key Conferences and Events
Table 22    Digital Circular Economy Market: Detailed List of Conferences & Events, 2023-2024
5.15    Porter’s Five Forces Analysis
Figure 36    Porter’s Five Forces Analysis
5.15.1    Threat from New Entrants
5.15.2    Threat from Substitutes
5.15.3    Bargaining Power of Suppliers
5.15.4    Bargaining Power of Buyers
5.15.5    Intensity of Competition Rivalry
5.16    Digital Circular Economy Technology Roadmap
Figure 37    Digital Circular Economy Technology Roadmap
5.17    Digital Circular Economy Business Models
Figure 38    Digital Circular Economy Business Models
5.17.1    Digital Marketplaces Model
5.17.2    Sharing Economy Model
5.17.3    Product-As-A-Service Model
5.17.4    Reuse and Recycling Services Model
5.17.5    Environmental Credits & Carbon Markets Model
5.18    Trends/Disruptions Impacting Customer’s Business
Figure 39    Trends/Disruptions Impacting Customer’s Business
5.19    Key Stakeholders and Buying Criteria
5.19.1    Key Stakeholders in Buying Process
Figure 40    Influence of Stakeholders on Buying Process for Top Three Verticals
Table 23    Influence of Stakeholders on Buying Process for Top Three Verticals
5.19.2    Buying Criteria
Figure 41    Key Buying Criteria for Top Three Verticals
Table 24    Key Buying Criteria for Top Three Verticals

6    Digital Circular Economy Market, by Application
6.1    Introduction
6.1.1    Application: Digital Circular Economy Market Drivers
Figure 42    Digital Resale & Reuse to be Fastest-Growing Application Segment in Digital Circular Economy Market
Table 25    Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 26    Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
6.2    Supply Chain & Material Tracking
6.2.1    Fostering Responsible Production and Efficient Resource Use Across Product Lifecycle
Table 27    Digital Circular Economy Market in Supply Chain & Materials Tracking, by Subapplication, 2018-2022 (USD Million)
Table 28    Digital Circular Economy Market in Supply Chain & Materials Tracking, by Subapplication, 2023-2028 (USD Million)
6.2.2    Product Lifecycle Traceability
Table 29    Digital Circular Economy Market in Product Lifecycle Traceability, by Region, 2018-2022 (USD Million)
Table 30    Digital Circular Economy Market in Product Lifecycle Traceability, by Region, 2023-2028 (USD Million)
6.2.3    Circular Supply Chain Optimization
Table 31    Digital Circular Economy Market in Circular Supply Chain Optimization, by Region, 2018-2022 (USD Million)
Table 32    Digital Circular Economy Market in Circular Supply Chain Optimization, by Region, 2023-2028 (USD Million)
6.2.4    Eco-Friendly Transportation Management
Table 33    Digital Circular Economy Market in Eco-Friendly Transportation Management, by Region, 2018-2022 (USD Million)
Table 34    Digital Circular Economy Market in Eco-Friendly Transportation Management, by Region, 2023-2028 (USD Million)
6.3    Resource Optimization & Efficiency
6.3.1    Harnessing Digital Technologies to Maximize Resource Utilization and Minimize Ecological Footprint
Table 35    Digital Circular Economy Market in Resource Optimization & Efficiency, by Subapplication, 2018-2022 (USD Million)
Table 36    Digital Circular Economy Market in Resource Optimization & Efficiency, by Subapplication, 2023-2028 (USD Million)
6.3.2    Resource Allocation & Utilization
Table 37    Digital Circular Economy Market in Resource Allocation & Utilization, by Region, 2018-2022 (USD Million)
Table 38    Digital Circular Economy Market in Resource Allocation & Utilization, by Region, 2023-2028 (USD Million)
6.3.3    Energy & Water Management
Table 39    Digital Circular Economy Market in Energy & Water Management, by Region, 2018-2022 (USD Million)
Table 40    Digital Circular Economy Market in Energy & Water Management, by Region, 2023-2028 (USD Million)
6.3.4    Waste Reduction & Recycling Efficiency
Table 41    Digital Circular Economy Market in Waste Reduction & Recycling Efficiency, by Region, 2018-2022 (USD Million)
Table 42    Digital Circular Economy Market in Waste Reduction & Recycling Efficiency, by Region, 2023-2028 (USD Million)
6.4    Digital Resale & Reuse
6.4.1    Creating Culture of Sustainable Consumption and Reducing Demand for New Products with Digital Resale & Reuse
Table 43    Digital Circular Economy Market in Digital Resale & Reuse, by Subapplication, 2018-2022 (USD Million)
Table 44    Digital Circular Economy Market in Digital Resale & Reuse, by Subapplication, 2023-2028 (USD Million)
6.4.2    Online Resale Marketplaces
Table 45    Digital Circular Economy Market in Online Resale Marketplaces, by Region, 2018-2022 (USD Million)
Table 46    Digital Circular Economy Market in Online Resale Marketplaces, by Region, 2023-2028 (USD Million)
6.4.3    Product Exchange Networks
Table 47    Digital Circular Economy Market in Product Exchange Networks, by Region, 2018-2022 (USD Million)
Table 48    Digital Circular Economy Market in Product Exchange Networks, by Region, 2023-2028 (USD Million)
6.4.4    Circular Product Certification
Table 49    Digital Circular Economy Market in Circular Product Certification, by Region, 2018-2022 (USD Million)
Table 50    Digital Circular Economy Market in Circular Product Certification, by Region, 2023-2028 (USD Million)
6.5    Reverse Logistics & Remanufacturing
6.5.1    Efficient Tracking and Management of Reverse Logistics to Encourage Recycling and Upcycling
Table 51    Digital Circular Economy Market in Reverse Logistics & Remanufacturing, by Subapplication, 2018-2022 (USD Million)
Table 52    Digital Circular Economy Market in Reverse Logistics & Remanufacturing, by Subapplication, 2023-2028 (USD Million)
6.5.2    Collection & Sorting Services
Table 53    Digital Circular Economy Market in Collection & Sorting Services, by Region, 2018-2022 (USD Million)
Table 54    Digital Circular Economy Market in Collection & Sorting Services, by Region, 2023-2028 (USD Million)
6.5.3    Remanufacturing & Refurbishment
Table 55    Digital Circular Economy Market in Remanufacturing & Refurbishment, by Region, 2018-2022 (USD Million)
Table 56    Digital Circular Economy Market in Remanufacturing & Refurbishment, by Region, 2023-2028 (USD Million)
6.5.4    Waste-To-Resource Conversion
Table 57    Digital Circular Economy Market in Waste-To-Resource Conversion, by Region, 2018-2022 (USD Million)
Table 58    Digital Circular Economy Market in Waste-To-Resource Conversion, by Region, 2023-2028 (USD Million)
6.6    Circular Economy Reporting & Compliance
6.6.1    Facilitating Transparent Communication and Efficient Certification Management, Contributing to Circular Economy
Table 59    Digital Circular Economy Market in Circular Economy Reporting & Compliance, 2018-2022 (USD Million)
Table 60    Digital Circular Economy Market in Circular Economy Reporting & Compliance, 2023-2028 (USD Million)
6.6.2    Circular Economy Performance Reporting
Table 61    Digital Circular Economy Market in Circular Economy Performance Reporting, by Region, 2018-2022 (USD Million)
Table 62    Digital Circular Economy Market in Circular Economy Performance Reporting, by Region, 2023-2028 (USD Million)
6.6.3    Sustainability Certifications Management
Table 63    Digital Circular Economy Market in Sustainability Certifications Management, by Region, 2018-2022 (USD Million)
Table 64    Digital Circular Economy Market in Sustainability Certifications Management, by Region, 2023-2028 (USD Million)
6.6.4    Regulatory Compliance
Table 65    Digital Circular Economy Market in Regulatory Compliance, by Region, 2018-2022 (USD Million)
Table 66    Digital Circular Economy Market in Regulatory Compliance, by Region, 2023-2028 (USD Million)
6.7    Circular Waste Management & Recycling
6.7.1    Integrating Digital Solutions to Enhance Waste Management and Optimize Resource Recovery
Table 67    Digital Circular Economy Market in Circular Waste Management & Recycling, by Subapplication, 2018-2022 (USD Million)
Table 68    Digital Circular Economy Market in Circular Waste Management & Recycling, by Subapplication, 2023-2028 (USD Million)
6.7.2    Waste Sorting & Recycling Apps
Table 69    Digital Circular Economy Market in Waste Sorting & Recycling Apps, by Region, 2018-2022 (USD Million)
Table 70    Digital Circular Economy Market in Waste Sorting & Recycling Apps, by Region, 2023-2028 (USD Million)
6.7.3    Circular Waste-To-Energy Solutions
Table 71    Digital Circular Economy Market in Circular Waste-To-Energy Solutions, by Region, 2018-2022 (USD Million)
Table 72    Digital Circular Economy Market in Circular Waste-To-Energy Solutions, by Region, 2023-2028 (USD Million)
6.7.4    Advanced Recycling Technologies
Table 73    Digital Circular Economy Market in Advanced Recycling Technologies, by Region, 2018-2022 (USD Million)
Table 74    Digital Circular Economy Market in Advanced Recycling Technologies, by Region, 2023-2028 (USD Million)
6.8    Smart Material Selection & Testing
6.8.1    Need for Development and Adoption of More Sustainable and Circular Materials
Table 75    Digital Circular Economy Market in Smart Material Selection & Testing, by Subapplication, 2018-2022 (USD Million)
Table 76    Digital Circular Economy Market in Smart Material Selection & Testing, by Subapplication, 2023-2028 (USD Million)
6.8.2    Material Analytics & Selection
Table 77    Digital Circular Economy Market in Material Analytics & Selection, by Region, 2018-2022 (USD Million)
Table 78    Digital Circular Economy Market in Material Analytics & Selection, by Region, 2023-2028 (USD Million)
6.8.3    Material Performance Testing
Table 79    Digital Circular Economy Market in Material Performance Testing, by Region, 2018-2022 (USD Million)
Table 80    Digital Circular Economy Market in Material Performance Testing, by Region, 2023-2028 (USD Million)
6.8.4    Circular Materials R&D
Table 81    Digital Circular Economy Market in Circular Materials R&D, by Region, 2018-2022 (USD Million)
Table 82    Digital Circular Economy Market in Circular Materials R&D, by Region, 2023-2028 (USD Million)
6.9    Other Applications
Table 83    Digital Circular Economy Market in Other Applications, by Region, 2018-2022 (USD Million)
Table 84    Digital Circular Economy Market in Other Applications, by Region, 2023-2028 (USD Million)

7    Digital Circular Economy Market, by Technology
7.1    Introduction
7.1.1    Technology: Digital Circular Economy Market Drivers
Figure 43    Iot to Lead Market During Forecast Period
Table 85    Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 86    Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
7.2    Blockchain & Distributed Ledger Technology
7.2.1    Blockchain & Distributed Ledger to Help Businesses Secure Supply Chain to Enable Asset Tokenization
Table 87    Blockchain & Distributed Ledger Technology Market, by Type, 2018-2022 (USD Million)
Table 88    Blockchain & Distributed Ledger Technology Market, by Type, 2023-2028 (USD Million)
7.2.2    Blockchain-Based Supply Chain
Table 89    Blockchain-Based Supply Chain Market, by Subtype, 2018-2022 (USD Million)
Table 90    Blockchain-Based Supply Chain Market, by Subtype, 2023-2028 (USD Million)
7.2.2.1    Supply Chain Transparency
Table 91    Supply Chain Transparency Market, by Region, 2018-2022 (USD Million)
Table 92    Supply Chain Transparency Market, by Region, 2023-2028 (USD Million)
7.2.2.2    Provenance Tracking
Table 93    Provenance Tracking Market, by Region, 2018-2022 (USD Million)
Table 94    Provenance Tracking Market, by Region, 2023-2028 (USD Million)
7.2.2.3    Smart Contracts for Resource Transactions
Table 95    Smart Contracts for Resource Transactions Market, by Region, 2018-2022 (USD Million)
Table 96    Smart Contracts for Resource Transactions Market, by Region, 2023-2028 (USD Million)
7.2.3    Dlt-Enabled Asset Tokenization
Table 97    Dlt-Enabled Asset Tokenization Market, by Subtype, 2018-2022 (USD Million)
Table 98    Digital Circular Economy Market, by Dlt-Enabled Asset Tokenization, 2023-2028 (USD Million)
7.2.3.1    Tokenized Asset Management
Table 99    Tokenized Asset Management Market, by Region, 2018-2022 (USD Million)
Table 100    Tokenized Asset Management Market, by Region, 2023-2028 (USD Million)
7.2.3.2    Digital Tokens for Circular Economy Products
Table 101    Digital Tokens for Circular Economy Products Market, by Region, 2018-2022 (USD Million)
Table 102    Digital Tokens for Circular Economy Products Market, by Region, 2023-2028 (USD Million)
7.2.3.3    Token Exchange Platforms
Table 103    Token Exchange Platforms Market, by Region, 2018-2022 (USD Million)
Table 104    Token Exchange Platforms Market, by Region, 2023-2028 (USD Million)
7.3    IoT
7.3.1    Sustainable and Responsive Approach to Resource Utilization and Environmental Supervision
Table 105    IoT Market, by Subtype, 2018-2022 (USD Million)
Table 106    IoT Market, by Subtype, 2023-2028 (USD Million)
7.3.2    IoT-Enabled Product Monitoring
Table 107    IoT-Enabled Product Monitoring Market, by Subtype, 2018-2022 (USD Million)
Table 108    IoT-Enabled Product Monitoring Market, by Subtype, 2023-2028 (USD Million)
7.3.2.1    Remote Product Health Monitoring
Table 109    Remote Product Health Monitoring Market, by Region, 2018-2022 (USD Million)
Table 110    Remote Product Health Monitoring Market, by Region, 2023-2028 (USD Million)
7.3.2.2    Condition-Based Maintenance
Table 111    Condition-Based Maintenance Market, by Region, 2018-2022 (USD Million)
Table 112    Condition-Based Maintenance Market, by Region, 2023-2028 (USD Million)
7.3.2.3    Product Usage Analytics
Table 113    Product Usage Analytics Market, by Region, 2018-2022 (USD Million)
Table 114    Product Usage Analytics Market, by Region, 2023-2028 (USD Million)
7.3.3    Smart Recycling Bins & Waste Management
Table 115    Smart Recycling Bins & Waste Management Market, by Subtype, 2018-2022 (USD Million)
Table 116    Smart Recycling Bins & Waste Management Market, by Subtype, 2023-2028 (USD Million)
7.3.3.1    Smart Waste Collection Scheduling
Table 117    Smart Waste Collection Scheduling Market, by Region, 2018-2022 (USD Million)
Table 118    Smart Waste Collection Scheduling Market, by Region, 2023-2028 (USD Million)
7.3.3.2    Recycling Sorting Automation
Table 119    Recycling Sorting Automation Market, by Region, 2018-2022 (USD Million)
Table 120    Recycling Sorting Automation Market, by Region, 2023-2028 (USD Million)
7.3.3.3    IoT-Enhanced Recycling Centers
Table 121    IoT-Enhanced Recycling Centers Market, by Region, 2018-2022 (USD Million)
Table 122    IoT-Enhanced Recycling Centers Market, by Region, 2023-2028 (USD Million)
7.4    Ai & Ml
7.4.1    Ai & Ml in Digital Circular Economy Enhance Operational Efficiency and Contribute to Overarching Goals of Sustainability
Table 123    Ai & Ml Market, by Subtype, 2018-2022 (USD Million)
Table 124    Ai & Ml Market, by Subtype, 2023-2028 (USD Million)
7.4.2    Predictive Maintenance & Quality Control
Table 125    Predictive Maintenance & Quality Control Market, by Subtype, 2018-2022 (USD Million)
Table 126    Predictive Maintenance & Quality Control Market, by Subtype, 2023-2028 (USD Million)
7.4.2.1    Predictive Equipment Maintenance
Table 127    Predictive Equipment Maintenance Market, by Region, 2018-2022 (USD Million)
Table 128    Predictive Equipment Maintenance Market, by Region, 2023-2028 (USD Million)
7.4.2.2    Quality Assurance Algorithms
Table 129    Quality Assurance Algorithms Market, by Region, 2018-2022 (USD Million)
Table 130    Quality Assurance Algorithms Market, by Region, 2023-2028 (USD Million)
7.4.2.3    Anomaly Detection
Table 131    Anomaly Detection Market, by Region, 2018-2022 (USD Million)
Table 132    Anomaly Detection Market, by Region, 2023-2028 (USD Million)
7.4.3    Demand Forecasting
Table 133    Demand Forecasting Market, by Subtype, 2018-2022 (USD Million)
Table 134    Demand Forecasting Market, by Subtype, 2023-2028 (USD Million)
7.4.3.1    Predictive Demand Models
Table 135    Predictive Demand Models Market, by Region, 2018-2022 (USD Million)
Table 136    Predictive Demand Models Market, by Region, 2023-2028 (USD Million)
7.4.3.2    Inventory Optimization
Table 137    Inventory Optimization Market, by Region, 2018-2022 (USD Million)
Table 138    Inventory Optimization Market, by Region, 2023-2028 (USD Million)
7.4.3.3    Production Planning
Table 139    Production Planning Market, by Region, 2018-2022 (USD Million)
Table 140    Production Planning Market, by Region, 2023-2028 (USD Million)
7.5    AR & VR
7.5.1    Integration of AR & VR Technologies to Enable Real-Time Data Visualization and Better Decision-Making
Table 141    AR & VR Market, by Subtype, 2018-2022 (USD Million)
Table 142    AR & VR Market, by Subtype, 2023-2028 (USD Million)
7.5.2    AR for Design & Prototyping
Table 143    AR for Design & Prototyping Market, by Subtype, 2018-2022 (USD Million)
Table 144    AR for Design & Prototyping Market, by Subtype, 2023-2028 (USD Million)
7.5.2.1    Augmented Product Design
Table 145    Augmented Product Design Market, by Region, 2018-2022 (USD Million)
Table 146    Augmented Product Design Market, by Region, 2023-2028 (USD Million)
7.5.2.2    Virtual Prototyping
Table 147    Virtual Prototyping Market, by Region, 2018-2022 (USD Million)
Table 148    Virtual Prototyping Market, by Region, 2023-2028 (USD Million)
7.5.2.3    Interactive Design Collaboration
Table 149    Interactive Design Collaboration Market, by Region, 2018-2022 (USD Million)
Table 150    Interactive Design Collaboration Market, by Region, 2023-2028 (USD Million)
7.5.3    VR-Based Training
Table 151    VR-Based Training Market, by Subtype, 2018-2022 (USD Million)
Table 152    VR-Based Training Market, by Subtype, 2023-2028 (USD Million)
7.5.3.1    Virtual Employee Training
Table 153    Virtual Employee Training Market, by Region, 2018-2022 (USD Million)
Table 154    Virtual Employee Training Market, by Region, 2023-2028 (USD Million)
7.5.3.2    Safety Training Simulations
Table 155    Safety Training Simulations Market, by Region, 2018-2022 (USD Million)
Table 156    Safety Training Simulations Market, by Region, 2023-2028 (USD Million)
7.5.3.3    Remote Expert Assistance
Table 157    Remote Expert Assistance Market, by Region, 2018-2022 (USD Million)
Table 158    Remote Expert Assistance Market, by Region, 2023-2028 (USD Million)
7.6    Cloud Computing
7.6.1    Optimization of Energy Consumption, Tracking of Sustainable Practices, and Overall Resource Utilization
Table 159    Cloud Computing Market, by Subtype, 2018-2022 (USD Million)
Table 160    Cloud Computing Market, by Subtype, 2023-2028 (USD Million)
7.6.2    Cloud-Based Resource Planning
Table 161    Cloud-Based Resource Planning Market, by Region, 2018-2022 (USD Million)
Table 162    Cloud-Based Resource Planning Market, by Region, 2023-2028 (USD Million)
7.6.3    Cloud-Based Circular Supply Chain Platforms
Table 163    Cloud-Based Circular Supply Chain Platforms Market, by Region, 2018-2022 (USD Million)
Table 164    Cloud-Based Circular Supply Chain Platforms Market, by Region, 2023-2028 (USD Million)
7.7    Big Data Analytics
7.7.1    Big Data Analytics Helps to Identify Areas for Improvement and Implementing More Sustainable Practices
Table 165    Big Data Analytics Market, by Subtype, 2018-2022 (USD Million)
Table 166    Big Data Analytics Market, by Subtype, 2023-2028 (USD Million)
7.7.2    Resource Utilization Analytics
Table 167    Resource Utilization Analytics Market, by Region, 2018-2022 (USD Million)
Table 168    Resource Utilization Analytics Market, by Region, 2023-2028 (USD Million)
7.7.3    Circular Economy Performance Metrics
Table 169    Circular Economy Performance Metrics Market, by Region, 2018-2022 (USD Million)
Table 170    Circular Economy Performance Metrics Market, by Region, 2023-2028 (USD Million)
7.7.4    Circular Economy Data Platforms
Table 171    Circular Economy Data Platforms Market, by Region, 2018-2022 (USD Million)
Table 172    Circular Economy Data Platforms Market, by Region, 2023-2028 (USD Million)
7.7.5    Data Integration & Management
Table 173    Data Integration & Management Market, by Region, 2018-2022 (USD Million)
Table 174    Data Integration & Management Market, by Region, 2023-2028 (USD Million)
7.7.6    Advanced Circular Analytics
Table 175    Advanced Circular Analytics Market, by Region, 2018-2022 (USD Million)
Table 176    Advanced Circular Analytics Market, by Region, 2023-2028 (USD Million)
7.8    Other Technologies
Table 177    Other Digital Circular Economy Technologies Market, by Region, 2018-2022 (USD Million)
Table 178    Other Digital Circular Economy Technologies Market, by Region, 2023-2028 (USD Million)

8    Digital Circular Economy Market, by Vertical
8.1    Introduction
8.1.1    Vertical: Digital Circular Economy Market Drivers
Figure 44    Fashion & Apparel Vertical to Grow at Highest CAGR During Forecast Period
Table 179    Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 180    Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
8.2    Consumer Electronics
8.2.1    Transforming Consumer Electronics Landscape with Longevity and Reusability
Table 181    Digital Circular Economy Market in Consumer Electronics, by Application, 2018-2022 (USD Million)
Table 182    Digital Circular Economy Market in Consumer Electronics, by Application, 2023-2028 (USD Million)
8.2.2    Circular Electronics Design
Table 183    Digital Circular Economy Market in Circular Electronics Design, by Region, 2018-2022 (USD Million)
Table 184    Digital Circular Economy Market in Circular Electronics Design, by Region, 2023-2028 (USD Million)
8.2.3    Electronics Reuse & Refurbishment
Table 185    Digital Circular Economy Market in Electronics Reuse & Refurbishment, by Region, 2018-2022 (USD Million)
Table 186    Digital Circular Economy Market in Electronics Reuse & Refurbishment, by Region, 2023-2028 (USD Million)
8.2.4    Ewaste Recycling & Recovery
Table 187    Digital Circular Economy Market in Ewaste Recycling & Recovery, by Region, 2018-2022 (USD Million)
Table 188    Digital Circular Economy Market in Ewaste Recycling & Recovery, by Region, 2023-2028 (USD Million)
8.2.5    Other Consumer Electronics Applications
Table 189    Digital Circular Economy Market in Other Consumer Electronics Applications, by Region, 2018-2022 (USD Million)
Table 190    Digital Circular Economy Market in Other Consumer Electronics Applications, by Region, 2023-2028 (USD Million)
8.3    It & Telecom
8.3.1    Extending Life of IT & Telecom Equipment with Help of Digital Circular Economy
Table 191    Digital Circular Economy Market IT & Telecom, by Application, 2018-2022 (USD Million)
Table 192    Digital Circular Economy Market IT & Telecom, by Application, 2023-2028 (USD Million)
8.3.2    Circular IT Equipment Management
Table 193    Digital Circular Economy Market in Circular IT Equipment Management, by Region, 2018-2022 (USD Million)
Table 194    Digital Circular Economy Market in Circular IT Equipment Management, by Region, 2023-2028 (USD Million)
8.3.3    Data Center Efficiency
Table 195    Digital Circular Economy Market in Data Center Efficiency, by Region, 2018-2022 (USD Million)
Table 196    Digital Circular Economy Market in Data Center Efficiency, by Region, 2023-2028 (USD Million)
8.3.4    Telecom Network Sustainability
Table 197    Digital Circular Economy Market in Telecom Network Sustainability, by Region, 2018-2022 (USD Million)
Table 198    Digital Circular Economy Market in Telecom Network Sustainability, by Region, 2023-2028 (USD Million)
8.3.5    Other IT & Telecom Applications
Table 199    Digital Circular Economy Market in Other IT & Telecom Applications, by Region, 2018-2022 (USD Million)
Table 200    Digital Circular Economy Market in Other IT & Telecom Applications, by Region, 2023-2028 (USD Million)
8.4    Automotive
8.4.1    Adopting Principles of Circular Design and Sustainable Materials in Automotive Applications
Table 201    Digital Circular Economy Market in Automotive Vertical, by Application, 2018-2022 (USD Million)
Table 202    Digital Circular Economy Market in Automotive Vertical, by Application, 2023-2028 (USD Million)
8.4.2    Circular Auto Manufacturing
Table 203    Digital Circular Economy Market in Circular Auto Manufacturing, by Region, 2018-2022 (USD Million)
Table 204    Digital Circular Economy Market in Circular Auto Manufacturing, by Region, 2023-2028 (USD Million)
8.4.3    Remanufacturing & Auto Parts Reuse
Table 205    Digital Circular Economy Market in Remanufacturing & Auto Parts Reuse, by Region, 2018-2022 (USD Million)
Table 206    Digital Circular Economy Market in Remanufacturing & Auto Parts Reuse, by Region, 2023-2028 (USD Million)
8.4.4    End-Of-Life Vehicle Recycling
Table 207    Digital Circular Economy Market in End-Of-Life Vehicle Recycling, by Region, 2018-2022 (USD Million)
Table 208    Digital Circular Economy Market in End-Of-Life Vehicle Recycling, by Region, 2023-2028 (USD Million)
8.4.5    Other Automotive Applications
Table 209    Digital Circular Economy Market in Other Automotive Applications, by Region, 2018-2022 (USD Million)
Table 210    Digital Circular Economy Market in Other Automotive Applications, by Region, 2023-2028 (USD Million)
8.5    Manufacturing
8.5.1    Digital Technologies Facilitate Transparency and Traceability, Allowing Manufacturers to Make Informed Decisions
Table 211    Digital Circular Economy Market in Manufacturing, by Application, 2018-2022 (USD Million)
Table 212    Digital Circular Economy Market in Manufacturing, by Application, 2023-2028 (USD Million)
8.5.2    Circular Manufacturing Processes
Table 213    Digital Circular Economy Market in Circular Manufacturing Processes, by Region, 2018-2022 (USD Million)
Table 214    Digital Circular Economy Market in Circular Manufacturing Processes, by Region, 2023-2028 (USD Million)
8.5.3    Material & Resource Efficiency
Table 215    Digital Circular Economy Market in Material & Resource Efficiency, by Region, 2018-2022 (USD Million)
Table 216    Digital Circular Economy Market in Material & Resource Efficiency, by Region, 2023-2028 (USD Million)
8.5.4    Sustainable Supply Chain Management
Table 217    Digital Circular Economy Market in Sustainable Supply Chain Management, by Region, 2018-2022 (USD Million)
Table 218    Digital Circular Economy Market in Sustainable Supply Chain Management, by Region, 2023-2028 (USD Million)
8.5.5    Other Manufacturing Applications
Table 219    Digital Circular Economy Market in Other Manufacturing Applications, by Region, 2018-2022 (USD Million)
Table 220    Digital Circular Economy Market in Other Manufacturing Applications, by Region, 2023-2028 (USD Million)
8.6    Construction & Building
8.6.1    Technology-Driven Solutions to Create Sustainable and Resource-Efficient Structures
Table 221    Digital Circular Economy Market in Construction & Building, by Application, 2018-2022 (USD Million)
Table 222    Digital Circular Economy Market in Construction & Building, by Application, 2023-2028 (USD Million)
8.6.2    Sustainable Building Design
Table 223    Digital Circular Economy Market in Sustainable Building Design, by Region, 2018-2022 (USD Million)
Table 224    Digital Circular Economy Market in Sustainable Building Design, by Region, 2023-2028 (USD Million)
8.6.3    Construction Materials Recycling
Table 225    Digital Circular Economy Market in Construction Materials Recycling, by Region, 2018-2022 (USD Million)
Table 226    Digital Circular Economy Market in Construction Materials Recycling, by Region, 2023-2028 (USD Million)
8.6.4    Building Demolition & Deconstruction
Table 227    Digital Circular Economy Market in Building Demolition & Deconstruction, by Region, 2018-2022 (USD Million)
Table 228    Digital Circular Economy Market in Building Demolition & Deconstruction, by Region, 2023-2028 (USD Million)
8.6.5    Other Building & Construction Applications
Table 229    Digital Circular Economy Market in Other Construction & Building Applications, by Region, 2018-2022 (USD Million)
Table 230    Digital Circular Economy Market in Other Construction & Building Applications, by Region, 2023-2028 (USD Million)
8.7    Healthcare & Medical Devices
8.7.1    Environmentally Friendly Processes for Disposal and Recycling of Medical Waste    248
Table 231    Digital Circular Economy Market in Healthcare & Medical Devices, by Application, 2018-2022 (USD Million)
Table 232    Digital Circular Economy Market in Healthcare & Medical Devices, by Application, 2023-2028 (USD Million)
8.7.2    Medical Device Life Extension
Table 233    Digital Circular Economy Market in Medical Device Life Extension, by Region, 2018-2022 (USD Million)
Table 234    Digital Circular Economy Market in Medical Device Life Extension, by Region, 2023-2028 (USD Million)
8.7.3    Hospital Waste Management
Table 235    Digital Circular Economy Market in Hospital Waste Management, by Region, 2018-2022 (USD Million)
Table 236    Digital Circular Economy Market in Hospital Waste Management, by Region, 2023-2028 (USD Million)
8.7.4    Circular Healthcare Equipment
Table 237    Circular Healthcare Equipment Market, by Region, 2018-2022 (USD Million)
Table 238    Circular Healthcare Equipment Market, by Region, 2023-2028 (USD Million)
8.7.5    Other Healthcare Applications and Medical Devices
Table 239    Other Healthcare Applications & Medical Devices Market, by Region, 2018-2022 (USD Million)
Table 240    Other Healthcare Applications & Medical Devices Market, by Region, 2023-2028 (USD Million)
8.8    Energy & Utilities
8.8.1    Increasing Use of Digital Technologies in Smart Grid Management and Renewable Energy Integration is Boosting Circular Economy Practices
Table 241    Digital Circular Economy Market in Energy & Utility Vertical, by Application, 2018-2022 (USD Million)
Table 242    Digital Circular Economy Market in Energy & Utility Vertical, by Application, 2023-2028 (USD Million)
8.8.2    Renewable Energy Integration
Table 243    Digital Circular Economy Market in Renewable Energy Integration, by Region, 2018-2022 (USD Million)
Table 244    Digital Circular Economy Market in Renewable Energy Integration, by Region, 2023-2028 (USD Million)
8.8.3    Efficient Utility Operations
Table 245    Digital Circular Economy Market in Efficient Utility Operations, by Region, 2018-2022 (USD Million)
Table 246    Digital Circular Economy Market in Efficient Utility Operations, by Region, 2023-2028 (USD Million)
8.8.4    Grid Management & Sustainability
Table 247    Digital Circular Economy Market in Grid Management & Sustainability, by Region, 2018-2022 (USD Million)
Table 248    Digital Circular Economy Market in Grid Management & Sustainability, by Region, 2023-2028 (USD Million)
8.8.5    Other Energy & Utility Applications
Table 249    Digital Circular Economy Market in Other Energy & Utility Applications, by Region, 2018-2022 (USD Million)
Table 250    Digital Circular Economy Market in Other Energy & Utility Applications, by Region, 2023-2028 (USD Million)
8.9    Chemicals & Materials
8.9.1    Aim to Replace Traditional Models with More Sustainable Alternatives, Promoting Resource Efficiency
Table 251    Digital Circular Economy Market in Chemicals & Materials, by Application, 2018-2022 (USD Million)
Table 252    Digital Circular Economy Market in Chemicals & Materials, by Application, 2023-2028 (USD Million)
8.9.2    Circular Chemicals R&D
Table 253    Digital Circular Economy Market in Circular Chemicals R&D, by Region, 2018-2022 (USD Million)
Table 254    Digital Circular Economy Market in Circular Chemicals R&D, by Region, 2023-2028 (USD Million)
8.9.3    Chemical Recycling
Table 255    Digital Circular Economy Market in Chemical Recycling, by Region, 2018-2022 (USD Million)
Table 256    Digital Circular Economy Market in Chemical Recycling, by Region, 2023-2028 (USD Million)
8.9.4    Material Reuse & Upcycling
Table 257    Digital Circular Economy Market in Material Reuse & Upcycling, by Region, 2018-2022 (USD Million)
Table 258    Digital Circular Economy Market in Material Reuse & Upcycling, by Region, 2023-2028 (USD Million)
8.9.5    Other Chemical & Material Applications
Table 259    Digital Circular Economy Market in Other Chemical & Material Applications, by Region, 2018-2022 (USD Million)
Table 260    Digital Circular Economy Market in Other Chemical & Material Applications, by Region, 2023-2028 (USD Million)
8.10    Fashion & Apparel
8.10.1    Integrating Sustainability into Every Stage of Product Lifecycle
Table 261    Digital Circular Economy Market in Fashion & Apparel, by Application, 2018-2022 (USD Million)
Table 262    Digital Circular Economy Market in Fashion & Apparel, by Application, 2023-2028 (USD Million)
8.10.2    Sustainable Fashion Design
Table 263    Digital Circular Economy Market in Sustainable Fashion Design, by Region, 2018-2022 (USD Million)
Table 264    Digital Circular Economy Market in Sustainable Fashion Design, by Region, 2023-2028 (USD Million)
8.10.3    Clothing Rental & Resale
Table 265    Digital Circular Economy Market in Clothing Rental & Resale, by Region, 2018-2022 (USD Million)
Table 266    Digital Circular Economy Market in Clothing Rental & Resale, by Region, 2023-2028 (USD Million)
8.10.4    Textile Recycling & Upcycling
Table 267    Digital Circular Economy Market in Textile Recycling & Upcycling, by Region, 2018-2022 (USD Million)
Table 268    Digital Circular Economy Market in Textile Recycling & Upcycling, by Region, 2023-2028 (USD Million)
8.10.5    Other Fashion & Apparel Applications
Table 269    Digital Circular Economy Market in Other Fashion & Apparel Applications, by Region, 2018-2022 (USD Million)
Table 270    Digital Circular Economy Market in Other Fashion & Apparel Applications, by Region, 2023-2028 (USD Million)
8.11    Other Verticals    270
Table 271    Digital Circular Economy Market in Other Verticals, by Region, 2018-2022 (USD Million)
Table 272    Digital Circular Economy Market in Other Verticals, by Region, 2023-2028 (USD Million)

9    Digital Circular Economy Market, by Region
9.1    Introduction
Figure 45    Asia-Pacific to Register Highest CAGR During Forecast Period
Figure 46    Singapore to Register Highest Growth Rate in Digital Circular Economy Market During Forecast Period
Table 273    Digital Circular Economy Market, by Region, 2018-2022 (USD Million)
Table 274    Digital Circular Economy Market, by Region, 2023-2028 (USD Million)
9.2    North America
9.2.1    North America: Digital Circular Economy Market Drivers
9.2.2    North America: Recession Impact
Table 275    North America: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 276    North America: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
Table 277    North America: Digital Circular Economy Software Market, by Type, 2018-2022 (USD Million)
Table 278    North America: Digital Circular Economy Software Market, by Type, 2023-2028 (USD Million)
Table 279    North America: Digital Circular Economy Services Market, by Type, 2018-2022 (USD Million)
Table 280    North America: Digital Circular Economy Services Market, by Type, 2023-2028 (USD Million)
Table 281    North America: Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 282    North America: Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
Table 283    North America: Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 284    North America: Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
Table 285    North America: Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 286    North America: Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
Table 287    North America: Digital Circular Economy Market, by Country, 2018-2022 (USD Million)
Table 288    North America: Digital Circular Economy Market, by Country, 2023-2028 (USD Million)
9.2.3    US
9.2.3.1    Government Initiatives and Regulatory Measures Contribute to Expansion of Digital Circular Economy
Table 289    US: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 290    US: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.2.4    Canada
9.2.4.1    Canada's Vibrant Startup Ecosystem to Contribute to Digital Transformation of Circular Practices
Table 291    Canada: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 292    Canada: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3    Europe
9.3.1    Europe: Digital Circular Economy Market Drivers
9.3.2    Europe: Recession Impact
Figure 47    Europe: Digital Circular Economy Market Snapshot
Table 293    Europe: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 294    Europe: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
Table 295    Europe: Digital Circular Economy Software Market, by Type, 2018-2022 (USD Million)
Table 296    Europe: Digital Circular Economy Software Market, by Type, 2023-2028 (USD Million)
Table 297    Europe: Digital Circular Economy Services Market, by Type, 2018-2022 (USD Million)
Table 298    Europe: Digital Circular Economy Services Market, by Type, 2023-2028 (USD Million)
Table 299    Europe: Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 300    Europe: Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
Table 301    Europe: Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 302    Europe: Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
Table 303    Europe: Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 304    Europe: Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
Table 305    Europe: Digital Circular Economy Market, by Country, 2018-2022 (USD Million)
Table 306    Europe: Digital Circular Economy Market, by Country, 2023-2028 (USD Million)
9.3.3    UK
9.3.3.1    Embracing Digital Platforms for Efficient Resource Management and Adoption of Circular Practices
Table 307    Uk: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 308    Uk: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.4    Germany
9.3.4.1    Collaboration Between Industry, Government, and Research Institutions to Promote Digital Circular Economy Practices
Table 309    Germany: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 310    Germany: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.5    France
9.3.5.1    Increased Adoption of Digital Solutions to Optimize Resource Use, Reduce Waste, and Enhance Life Cycle of Products
Table 311    France: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 312    France: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.6    Italy
9.3.6.1    Implementation of Advanced Technologies to Create More Connected and Sustainable Economy
Table 313    Italy: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 314    Italy: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.7    Spain
9.3.7.1    Investments in Research and Innovation to Drive Digital Transformation in Key Sectors of Spain
Table 315    Spain: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 316    Spain: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.8    Netherlands
9.3.8.1    Initiatives to Promote Circular Design, Product Lifecycle Management, and Collaborative Consumption
Table 317    Netherlands: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 318    Netherlands: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.3.9    Rest of Europe
Table 319    Rest of Europe: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 320    Rest of Europe: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4    Asia-Pacific
9.4.1    Asia-Pacific: Digital Circular Economy Market Drivers
9.4.2    Asia-Pacific: Recession Impact
Figure 48    Asia-Pacific: Digital Circular Economy Market Snapshot
Table 321    Asia-Pacific: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 322    Asia-Pacific: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
Table 323    Asia-Pacific: Digital Circular Economy Software Market, by Type, 2018-2022 (USD Million)
Table 324    Asia-Pacific: Digital Circular Economy Software Market, by Type, 2023-2028 (USD Million)
Table 325    Asia-Pacific: Digital Circular Economy Services Market, by Type, 2018-2022 (USD Million)
Table 326    Asia-Pacific: Digital Circular Economy Services Market, by Type, 2023-2028 (USD Million)
Table 327    Asia-Pacific: Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 328    Asia-Pacific: Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
Table 329    Asia-Pacific: Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 330    Asia-Pacific: Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
Table 331    Asia-Pacific: Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 332    Asia-Pacific: Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
Table 333    Asia-Pacific: Digital Circular Economy Market, by Country, 2018-2022 (USD Million)
Table 334    Asia-Pacific: Digital Circular Economy Market, by Country, 2023-2028 (USD Million)
9.4.3    China
9.4.3.1    With Companies Increasingly Focusing on Product Life Extension, Circular Design Principles of China to Gain Traction
Table 335    China: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 336    China: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.4    India
9.4.4.1    Growing Penetration of Smartphones and Internet Access to Catalyze Integration of Digital Solutions for Circular Practices
Table 337    India: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 338    India: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.5    Japan
9.4.5.1    Japan's Strong Emphasis on Research & Development Led to Emergence of Innovative Solutions in Circular Economy
Table 339    Japan: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 340    Japan: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.6    South Korea
9.4.6.1    Increase in Incorporation of Circular Design Principles is Contributing to Waste Reduction Throughout Lifecycle of Goods
Table 341    South Korea: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 342    South Korea: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.7    Singapore
9.4.7.1    Digital Technologies Integrated into Waste Collection Systems to Improve Efficiency and Reduce Environmental Impact
Table 343    Singapore: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 344    Singapore: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.8    Australia & New Zealand
9.4.8.1    Investments in Technology and Sustainable Practices Play Pivotal Roles in Shaping Future of Digital Circular Economy
Table 345    Australia & New Zealand: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 346    Australia & New Zealand: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.4.9    Rest of Asia-Pacific
Table 347    Rest of Asia-Pacific: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 348    Rest of Asia-Pacific: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.5    Middle East & Africa
9.5.1    Middle East & Africa: Digital Circular Economy Market Drivers
9.5.2    Middle East & Africa: Recession Impact
Table 349    Middle East & Africa: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 350    Middle East & Africa: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
Table 351    Middle East & Africa: Digital Circular Economy Software Market, by Type, 2018-2022 (USD Million)
Table 352    Middle East & Africa: Digital Circular Economy Software Market, by Type, 2023-2028 (USD Million)
Table 353    Middle East & Africa: Digital Circular Economy Services Market, by Type, 2018-2022 (USD Million)
Table 354    Middle East & Africa: Digital Circular Economy Services Market, by Type, 2023-2028 (USD Million)
Table 355    Middle East & Africa: Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 356    Middle East & Africa: Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
Table 357    Middle East & Africa: Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 358    Middle East & Africa: Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
Table 359    Middle East & Africa: Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 360    Middle East & Africa: Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
Table 361    Middle East & Africa: Digital Circular Economy Market, by Country/Region, 2018-2022 (USD Million)
Table 362    Middle East & Africa: Digital Circular Economy Market, by Country/Region, 2023-2028 (USD Million)
9.5.3    GCC
9.5.3.1    GCC Countries to Adopt Circular Economy Approach, Focusing on Sustainable Production and Consumption Patterns
Table 363    GCC: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 364    GCC: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.5.4    South Africa
9.5.4.1    Initiatives Such as Smart Grids and Digital Monitoring Systems Contribute to More Sustainable and Circular Energy Landscape
Table 365    South Africa: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 366    South Africa: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.5.5    Egypt
9.5.5.1    Shift Toward Circular Economy to Present Opportunity to Enhance Economic Growth and Foster Employment
Table 367    Egypt: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 368    Egypt: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.5.6    Turkey
9.5.6.1    Adopting Innovative Practices Such as Product Life Extension and Recycling to Help Transition Toward More Sustainable Economy
Table 369    Turkey: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 370    Turkey: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.5.7    Rest of Middle East & Africa
Table 371    Rest of Middle East & Africa: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 372    Rest of Middle East & Africa: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.6    Latin America
9.6.1    Latin America: Digital Circular Economy Market Drivers
9.6.2    Latin America: Recession Impact
Table 373    Latin America: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 374    Latin America: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
Table 375    Latin America: Digital Circular Economy Software Market, by Type, 2018-2022 (USD Million)
Table 376    Latin America: Digital Circular Economy Software Market, by Type, 2023-2028 (USD Million)
Table 377    Latin America: Digital Circular Economy Services Market, by Type, 2018-2022 (USD Million)
Table 378    Latin America: Digital Circular Economy Services Market, by Type, 2023-2028 (USD Million)
Table 379    Latin America: Digital Circular Economy Market, by Technology, 2018-2022 (USD Million)
Table 380    Latin America: Digital Circular Economy Market, by Technology, 2023-2028 (USD Million)
Table 381    Latin America: Digital Circular Economy Market, by Application, 2018-2022 (USD Million)
Table 382    Latin America: Digital Circular Economy Market, by Application, 2023-2028 (USD Million)
Table 383    Latin America: Digital Circular Economy Market, by Vertical, 2018-2022 (USD Million)
Table 384    Latin America: Digital Circular Economy Market, by Vertical, 2023-2028 (USD Million)
Table 385    Latin America: Digital Circular Economy Market, by Country, 2018-2022 (USD Million)
Table 386    Latin America: Digital Circular Economy Market, by Country, 2023-2028 (USD Million)
9.6.3    Brazil
9.6.3.1    Robust Digital Infrastructure and Thriving Technology Sector to Bolster Growth of Digital Solutions in Circular Economy
Table 387    Brazil: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 388    Brazil: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.6.4    Mexico
9.6.4.1    Government Initiatives to Create An Encouraging Environment for Businesses Focused on Circular Economy Practices Growth
Table 389    Mexico: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 390    Mexico: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.6.5    Argentina
9.6.5.1    Growing Tech Sector and Population with High Internet Penetration
Table 391    Argentina: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 392    Argentina: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
9.6.6    Rest of Latin America
Table 393    Rest of Latin America: Digital Circular Economy Market, by Offering, 2018-2022 (USD Million)
Table 394    Rest of Latin America: Digital Circular Economy Market, by Offering, 2023-2028 (USD Million)
10    Competitive Landscape
10.1    Overview
10.2    Key Players Strategies
Table 395    Overview of Strategies Adopted by Key Digital Circular Economy Vendors
10.3    Revenue Analysis
Figure 49    Business Segment Revenue Analysis for Key Players, 2018-2022 (USD Billion)
10.4    Market Share Analysis
Figure 50    Market Share Analysis for Key Players, 2022
Table 396    Digital Circular Economy Market: Degree of Competition
10.5    Brand/Product Comparative Analysis
10.5.1    Brand/Product Comparative Analysis, by Supply Chain Management Software
Figure 51    Brand/Product Comparative Analysis, by Supply Chain Management Software
10.5.1.1    IBM
10.5.1.2    Circulor
10.5.1.3    Oracle
10.5.1.4    Ipoint-Systems
10.5.2    Brand/Product Comparative Analysis, by Product Lifecycle Management Software
Figure 52    Brand/Product Comparative Analysis, by Product Lifecycle Management Software
10.5.2.1    Dassault Systèmes
10.5.2.2    SAP
10.5.2.3    Hitachi
10.5.2.4    Honeywell
10.5.3    Brand/Product Comparative Analysis, by Sustainability Software
Figure 53    Brand/Product Comparative Analysis, by Sustainability Software
10.5.3.1    One Click Lca
10.5.3.2    Treeni
10.5.3.3    Reflaunt
10.5.3.4    Rheaply
10.6    Company Evaluation Matrix, 2022
10.6.1    Stars
10.6.2    Emerging Leaders
10.6.3    Pervasive Players
10.6.4    Participants
Figure 54    Digital Circular Economy Company Evaluation Matrix, 2022
10.6.5    Company Footprint
Figure 55    Product Footprint (16 Companies)
Table 397    Application Footprint (16 Companies)
Table 398    Region Footprint (16 Companies)
Table 399    Company Footprint (16 Companies)
Table 400    Overall Product Footprint Analysis (Key Players), 2022
10.7    Company Evaluation Matrix, 2022 (Other Players)
10.7.1    Stars
10.7.2    Emerging Leaders
10.7.3    Pervasive Players
10.7.4    Participants
Figure 56    Digital Circular Economy Company Evaluation Matrix, 2022 (Other Players)
10.7.5    Company Footprint (Other Players)
Figure 57    Product Footprint-Other Players (15 Companies)
Table 401    Application Footprint-Other Players (15 Companies)
Table 402    Region Footprint-Other Players (15 Companies)
Table 403    Company Footprint-Other Players (15 Companies)
Table 404    Overall Product Footprint Analysis, 2022 (Other Players)
10.8    Competitive Scenario and Trends
10.8.1    Product Launches & Enhancements
Table 405    Digital Circular Economy: Product Launches & Enhancements, January 2020-November 2023
10.8.2    Deals
Table 406    Digital Circular Economy: Deals, January 2020-November 2023
10.9    Valuation and Financial Metrics of Key Digital Circular Economy Vendors
Figure 58    EV/Ebitda of Key Digital Circular Economy Vendors
Figure 59    Year-To-Date (Ytd) Price Total Return and 5-Year Stock Beta of Key Digital Circular Economy Vendors

11    Company Profiles
11.1    Introduction
(Business Overview, Products/Solutions/Services Offered, Recent Developments & Analyst's View)*
11.2    Key Players
11.2.1    IBM
Table 407    IBM: Business Overview
Figure 60    IBM: Company Snapshot
Table 408    IBM: Products/Solutions/Services Offered
Table 409    IBM: Product Launches and Enhancements
Table 410    IBM: Deals
11.2.2    SAP
Table 411    SAP: Business Overview
Figure 61    SAP: Company Snapshot
Table 412    SAP: Products/Solutions/Services Offered
Table 413    SAP: Product Launches and Enhancements
Table 414    SAP: Deals
11.2.3    Oracle
Table 415    Oracle: Business Overview
Figure 62    Oracle: Company Snapshot
Table 416    Oracle: Products/Solutions/Services Offered
Table 417    Oracle: Product Launches and Enhancements
Table 418    Oracle: Deals
11.2.4    Honeywell
Table 419    Honeywell: Business Overview
Figure 63    Honeywell: Company Snapshot
Table 420    Honeywell: Products/Solutions/Services Offered
Table 421    Honeywell: Product Launches and Enhancements
Table 422    Honeywell: Deals
11.2.5    Accenture
Table 423    Accenture: Business Overview
Figure 64    Accenture: Company Snapshot
Table 424    Accenture: Products/Solutions/Services Offered
Table 425    Accenture: Deals
11.2.6    Dassault Systèmes
Table 426    Dassault Systèmes: Business Overview
Figure 65    Dassault Systèmes: Company Snapshot
Table 427    Dassault Systèmes: Products/Solutions/Services Offered
Table 428    Dassault Systèmes: Product Launches and Enhancements
Table 429    Dassault Systèmes: Deals
11.2.7    Capgemini
Table 430    Capgemini: Business Overview
Figure 66    Capgemini: Company Snapshot
Table 431    Capgemini: Products/Solutions/Services Offered
Table 432    Capgemini: Product Launches & Enhancements
Table 433    Capgemini: Deals
11.2.8    Cisco
Table 434    Cisco: Business Overview
Figure 67    Cisco: Company Snapshot
Table 435    Cisco: Products/Solutions/Services Offered
Table 436    Cisco: Product Launches & Enhancements
Table 437    Cisco: Deals
11.2.9    Hitachi
Table 438    Hitachi: Business Overview
Figure 68    Hitachi: Company Snapshot
Table 439    Hitachi: Products/Solutions/Services Offered
Table 440    Hitachi: Product Launches & Enhancements
Table 441    Hitachi: Deals
11.2.10    AWS
Table 442    AWS: Business Overview
Figure 69    AWS: Company Snapshot
Table 443    AWS: Products/Solutions/Services Offered
Table 444    AWS: Product Launches & Enhancements
Table 445    AWS: Deals
11.2.11    Software AG
11.2.12    Siemens-Advanta
11.2.13    PWC
11.2.14    Anthesis Group
11.2.15    KPMG
11.2.16    Landbell Group
11.3    Other Players
11.3.1    Ingram Micro
11.3.2    Lenzing
11.3.3    Ipoint-Systems
11.3.4    One Click LCA
11.3.5    Tüv Süd
11.3.6    Suez Group
11.3.7    Numi.Circular
11.3.8    Treeni
11.3.9    Ul Solutions
11.3.10    Circular in Motion
11.3.11    Rheaply
11.3.12    Prosense Consulting
11.3.13    Geofluxus
11.3.14    Circulor
11.3.15    Reflaunt
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments & Analyst's View Might Not be Captured in Case of Unlisted Companies.

12    Adjacent and Related Markets
12.1    Introduction
12.2    ESG Reporting Software Market
12.2.1    Market Definition
12.2.2    Market Overview
12.2.3    ESG Reporting Software Market, by Component
Table 446    ESG Reporting Software Market, by Component, 2017-2021 (USD Million)
Table 447    ESG Reporting Software Market, by Component, 2022-2027 (USD Million)
12.2.4    ESG Reporting Software Market, by Deployment Mode
Table 448    ESG Reporting Software Market, by Deployment Type, 2017-2021 (USD Million)
Table 449    ESG Reporting Software Market, by Deployment Type, 2022-2027 (USD Million)
12.2.5    ESG Reporting Software Market, by Organization Size
Table 450    ESG Reporting Software Market, by Organization Size, 2017-2021 (USD Million)
Table 451    ESG Reporting Software Market, by Organization Size, 2022-2027 (USD Million)
12.2.6    ESG Reporting Software Market, by Vertical
Table 452    ESG Reporting Software Market, by Vertical, 2017-2021 (USD Million)
Table 453    ESG Reporting Software Market, by Vertical, 2022-2027 (USD Million)
12.2.7    ESG Reporting Software Market, by Region
Table 454    ESG Reporting Software Market, by Region, 2017-2021 (USD Million)
Table 455    ESG Reporting Software Market, by Region, 2022-2027 (USD Million)
12.3    Green Technology & Sustainability Market
12.3.1    Market Definition
12.3.2    Market Overview
12.3.3    Green Technology & Sustainability Market, by Component
Table 456    Green Technology & Sustainability Market, by Component, 2017-2021 (USD Million)
Table 457    Green Technology & Sustainability Market, by Component, 2022-2027 (USD Million)
12.3.4    Green Technology & Sustainability Market, by Technology
Table 458    Green Technology & Sustainability Market, by Technology, 2017-2021 (USD Million)
Table 459    Green Technology & Sustainability Market, by Technology, 2022-2027 (USD Million)
12.3.5    Green Technology & Sustainability Market, by Application
Table 460    Green Technology & Sustainability Market, by Application, 2017-2021 (USD Million)
Table 461    Green Technology & Sustainability Market, by Application, 2022-2027 (USD Million)
12.3.6    Green Technology & Sustainability Market, by Deployment Mode
Table 462    Green Technology & Sustainability Market, by Deployment Mode, 2017-2021 (USD Million)
Table 463    Green Technology & Sustainability Market, by Deployment Mode, 2022-2027 (USD Million)
12.3.7    Green Technology & Sustainability Market, by Organization Size
Table 464    Green Technology & Sustainability Market, by Organization Size, 2017-2021 (USD Million)
Table 465    Green Technology & Sustainability Market, by Organization Size, 2022-2027 (USD Million)
12.3.8    Green Technology & Sustainability Market, by Vertical
Table 466    Green Technology & Sustainability Market, by Vertical, 2017-2021 (USD Million)
Table 467    Green Technology & Sustainability Market, by Vertical, 2022-2027 (USD Million)
12.3.9    Green Technology & Sustainability Market, by Region
Table 468    Green Technology & Sustainability Market, by Region, 2017-2021 (USD Million)
Table 469    Green Technology & Sustainability Market, by Region, 2022-2027 (USD Million)

13    Appendix
13.1    Discussion Guide

Companies Mentioned

  • IBM    
  • SAP    
  • Oracle    
  • Honeywell    
  • Accenture    
  • Dassault Systèmes    
  • Capgemini    
  • Cisco    
  • Hitachi    
  • AWS    
  • Software AG    
  • Siemens-Advanta    
  • PWC    
  • Anthesis Group    
  • KPMG    
  • Landbell Group    
  • Ingram Micro    
  • Lenzing    
  • Ipoint-Systems    
  • One Click LCA    
  • Tüv Süd    
  • Suez Group    
  • Numi.Circular    
  • Treeni    
  • Ul Solutions    
  • Circular in Motion    
  • Rheaply    
  • Prosense Consulting    
  • Geofluxus    
  • Circulor    
  • Reflaunt  

Table Information