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PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1389587

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PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1389587

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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Table of Contents

Report Description

Scope of the Report
Years Considered for the Study2018-2028
Base Year2022
Forecast Period2023-2028
Units ConsideredUSD (Billion)
SegmentsOffering, Technology, Application, Vertical, and Region
Regions coveredNorth America, Europe, Asia Pacific, Middle East & Africa, and Latin America

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 pointers:

  • 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.
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Product Code: TC 8853

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 (SVOD), 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 (EPA)
        • 5.10.3.1.2 Canada: Federal Sustainable Development Act (FSDA)
        • 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 (CEAP)
        • 5.10.3.2.2 EU: Sustainable Finance Disclosure Regulation (SFDR)
        • 5.10.3.2.3 Germany: German Circular Economy Act (KrWG)
        • 5.10.3.2.4 UK: Climate Change Act
      • 5.10.3.3 Asia Pacific
        • 5.10.3.3.1 Japan: Environmental Impact Assessment (EIA) Law
        • 5.10.3.3.2 China: Circular Economy Promotion Law
        • 5.10.3.3.3 South Korea: Framework Act on Resource Circulation (FARC)
      • 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 (NEMA)
        • 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 (PNRS)
        • 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 (DLT)
    • 7.2.1 BLOCKCHAIN & DISTRIBUTED LEDGER TO HELP BUSINESSES SECURE SUPPLY CHAIN TO ENABLE ASSET TOKENIZATION
    • TABLE 87 BLOCKCHAIN & DISTRIBUTED LEDGER TECHNOLOGY (DLT) MARKET, BY TYPE, 2018-2022 (USD MILLION)
    • TABLE 88 BLOCKCHAIN & DISTRIBUTED LEDGER TECHNOLOGY (DLT) 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
    • 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
    • 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 Systemes
      • 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 & MnM 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 SYSTEMES
    • TABLE 426 DASSAULT SYSTEMES: BUSINESS OVERVIEW
    • FIGURE 65 DASSAULT SYSTEMES: COMPANY SNAPSHOT
    • TABLE 427 DASSAULT SYSTEMES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 428 DASSAULT SYSTEMES: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 429 DASSAULT SYSTEMES: 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 TUV SUD
    • 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 & MnM 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
  • 13.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 13.3 AVAILABLE CUSTOMIZATIONS
  • 13.4 RELATED REPORTS
  • 13.5 AUTHOR DETAILS
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