Digital Circular Economy Market

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

Report Code: TC 8853 Nov, 2023, by marketsandmarkets.com

[464 Pages Report] The digital circular economy market is experiencing exponential growth, with projections indicating a substantial expansion in market size from USD 2.2 billion in 2023 to USD 6.7 billion by 2028. This significant growth is expected to occur at a CAGR of 24.3% over the forecast period (2023–2028). The market shift is driven by a confluence of factors, such as technological advancements, particularly in the areas of IoT, blockchain, and data analytics, which play a pivotal role in optimizing resource usage and promoting sustainability. Rising environmental consciousness among consumers and stringent regulatory frameworks further propel the market's expansion, as businesses seek sustainable solutions to meet evolving demands. The shift towards digital platforms for product lifecycle management and the increasing collaboration between businesses to create closed-loop systems are also driving forces, fostering a dynamic landscape where economic growth aligns seamlessly with environmental stewardship.

Technology Roadmap of Digital Circular Economy Market

The digital circular economy market report covers the technology roadmap, with insights into the short-term and long-term developments.

  • Short-term (1–5 years):
    • Circular Economy Software Adoption: Adopting specialized software for resource management, including resource tracking, product lifecycle analysis, and waste stream optimization.
    • IoT Integration: Incorporating IoT devices and sensors for real-time resource monitoring and data collection.
    • AI and Machine Learning for Resource Optimization: Utilizing AI and machine learning for predictive analytics, demand forecasting, and resource efficiency improvement.
    • Blockchain for Transparency: Implementing blockchain technology to enhance transparency and traceability in supply chains and circular material flows.
    • Circular Material Tracking: Using technology to track the lifecycle of materials, including recyclability and remanufacturing potential.
    • Sustainable Packaging Design Software: Adopting software for designing environmentally friendly packaging and reducing single-use plastics.
  • Long-term (5+ years):
    • Circular Design Tools: Integrating circular design software for the creation of products and systems with circular economy principles.
    • Autonomous Circular Systems: Developing autonomous systems and robotics for resource recovery, recycling, and remanufacturing with minimal human intervention.
    • Circular Economy Certification: Establishing global standards and certifications for circular economy practices to ensure compliance and consumer trust.
    • Sustainable Product Lifecycle Management: Implementing software for managing product lifecycles with a focus on sustainability and end-of-life considerations.
    • Renewable Energy Integration: Advancing renewable energy integration into operations and supply chains to reduce environmental impact.
    • Carbon Capture and Utilization Technologies: Employing technologies to capture and utilize carbon emissions, contributing to circularity and sustainability.

Digital Circular Economy Market

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Digital Circular Economy Market

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Market Dynamics

Driver: Surge in E-waste awareness is fueling the digital circular economy market growth

The surge in e-waste awareness is propelling significant growth in the digital circular economy market. As individuals and businesses become increasingly conscious of the environmental impact of electronic waste, there is a growing shift towards sustainable practices. This heightened awareness not only fosters responsible disposal of electronic devices but also drives the demand for innovative solutions within the digital circular economy. Companies that embrace eco-friendly practices and contribute to the recycling and refurbishing of electronic products are positioned to thrive in this evolving market, creating a win-win scenario for both the environment and the economy.

Restraint: Legacy linear thinking is hindering the growth of digital circular economy evolution

The evolution of circular business models is encountering a roadblock in the form of legacy linear thinking. As industries grapple with the imperative to embrace sustainability, traditional linear approaches are proving to be hindrances. The inertia of ingrained practices often resists the paradigm shift towards circularity, impeding the adoption of eco-friendly and resource-efficient business models. Overcoming this hurdle requires a fundamental mindset shift, acknowledging that the linear take-make-dispose model is no longer tenable. Businesses that break free from legacy thinking and embrace circularity not only contribute to a more sustainable future but also position themselves as leaders in a rapidly evolving economic landscape.

Opportunity: The flourishing market for refurbished electronics presents a compelling business opportunity

In the ever-evolving landscape of consumer electronics, the flourishing market for refurbished devices presents a compelling business opportunity. As sustainability gains prominence in consumer choices, the demand for high-quality, pre-owned electronics is on the rise. The refurbished electronics market not only offers budget-friendly alternatives to consumers but also contributes significantly to reducing electronic waste. Entrepreneurs entering this space have the chance to tap into a growing circular economy market, providing eco-conscious consumers with reliable and affordable electronic options. Embracing the trend of refurbished electronics aligns not only with economic considerations but also with the broader ethos of environmental responsibility, making it a win-win scenario for both businesses and conscientious consumers alike.

Challenge: Navigating volatile consumer preferences in a rapidly shifting market

A significant challenge impeding the growth of the digital circular economy market revolves around the intricacies of consumer behavior and awareness. Despite the increasing global emphasis on sustainability, a substantial portion of consumers remains uninformed or hesitant about adopting circular practices. The lack of awareness regarding the benefits of circular economy models, including the potential cost savings and environmental advantages, poses a considerable hurdle. Additionally, there exists a perception challenge, with some consumers associating refurbished or recycled products with lower quality. Overcoming these barriers requires a multifaceted approach, involving targeted educational campaigns, transparent communication about product quality, and collaborative efforts from industry stakeholders to establish and promote the credibility of circular practices. Addressing these challenges is paramount for fostering widespread acceptance of circular economy principles and unlocking the full potential of the digital circular economy market.

Digital Circular Economy Market Ecosystem

Digital Circular Economy Market

By offering, Product Lifecycle Management (PLM) software segment to account for a larger market size during forecast period

PLM software plays a pivotal role in the digital circular economy market by optimizing and streamlining the various stages of a product's life cycle. PLM software facilitates the seamless integration of circular economy principles into product development, production, and end-of-life processes. It allows businesses to track and manage product information, collaborate across different departments, and make informed decisions throughout the entire product life cycle. This is particularly crucial in the digital circular economy, where the emphasis is on designing products that are durable, easily repairable, and recyclable. Another key aspect of PLM in the digital circular economy is the ability to manage and optimize the use of materials. PLM systems enable companies to make informed decisions about the selection and sourcing of materials, ensuring that they align with circular economy goals such as recyclability and reduced environmental impact.

By technology, IoT segment to hold the largest market share during the forecast period

In the digital circular economy, IoT facilitates the creation of "smart" and interconnected products that contribute to circular principles. Smart sensors embedded in products enable continuous monitoring of usage patterns, performance metrics, and maintenance needs. This data-driven approach allows for predictive maintenance, reducing the likelihood of unexpected failures and extending the lifespan of products. Furthermore, IoT enables the concept of product-as-a-service (PaaS) models within the circular economy. Instead of traditional ownership, businesses can provide services based on the actual usage of products. This shift encourages longevity, repairability, and upgradability, aligning with circular economy principles by promoting the idea of access over ownership.

In waste management, IoT technologies enhance recycling processes by enabling smart sorting and tracking of materials. This not only improves the efficiency of recycling operations but also enhances the quality of recycled materials, contributing to a closed-loop system.

By application, digital resale & reuse segment to register the fastest growth rate during the forecast period

Digital resale platforms have gained immense popularity, offering consumers the opportunity to extend the life cycle of their possessions by selling or exchanging them. These platforms provide a convenient and accessible way for individuals to find new homes for their used items, reducing the overall demand for new products and minimizing the environmental impact associated with manufacturing. Key features of digital resale and reuse platforms include user-friendly interfaces, secure payment systems, and mechanisms for verifying the condition of pre-owned items. These platforms often leverage advanced algorithms to match buyers and sellers efficiently, enhancing the overall user experience and promoting widespread adoption.

Moreover, the concept of digital reuse goes beyond traditional resale. It includes platforms and applications that enable consumers to rent or lease products for temporary use, emphasizing access over ownership. This shift towards a "sharing economy" model promotes the efficient utilization of resources, as multiple users can benefit from the same product throughout its life cycle.

By region, Europe to hold the largest market size during the forecast period

Europe has emerged as the leading region in the digital circular economy market due to a combination of proactive regulatory initiatives, a strong commitment to sustainability, and a robust technological infrastructure. The European Union (EU) has been at the forefront of implementing policies that promote circular economy principles, encouraging the efficient use of resources and the reduction of environmental impact. One of the key drivers of Europe's leadership in the digital circular economy is the Circular Economy Action Plan, introduced by the European Commission. This ambitious strategy sets clear targets for waste reduction, recycling, and resource efficiency, creating a conducive environment for businesses to embrace circular practices. The regulatory framework encourages innovation and the adoption of digital technologies to optimize resource use and minimize waste.

Furthermore, European consumers exhibit a heightened awareness and commitment to sustainable living, driving demand for products and services aligned with circular economy principles. This demand has spurred the growth of digital platforms facilitating product resale, sharing, and reuse, contributing to the region's leadership in the digital circular economy market.

Europe's well-established technological infrastructure also plays a crucial role. The region boasts advanced digital capabilities, facilitating the integration of technologies such as the Internet of Things (IoT), artificial intelligence, and blockchain into circular economy practices. These technologies enhance transparency in supply chains, enable efficient recycling processes, and support the development of smart, connected products that align with circular principles.

Digital Circular Economy Market Size, and Share

Key Market Players

The digital circular economy solution and service providers have implemented various types of organic and inorganic growth strategies, such as new product launches, product upgrades, partnerships, and agreements, business expansions, and mergers and acquisitions to strengthen their offerings in the market. Some major players in the digital circular economy market include SAP (Germany), Oracle (US), Landbell Group (Germany), Anthesis Group (UK), and IBM (US) along with other key players such as iPoint Systems (Germany), Rheaply (US), One Click LCA (Finland), and Lenzing (Austria).

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Scope of the Report

Report Metrics

Details

Market size available for years

2018–2028

Base year considered

2022

Forecast period

2023–2028

Forecast units

USD (Billion)

Segments covered

Offering, Technology, Application, Vertical, and Region

Geographies covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

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).

This research report categorizes the digital circular economy market based on offering, technology, application, vertical, and region

By Offering:
  • Software
    • Supply Chain Management (SCM) Software
      • Sustainable Sourcing Software
      • IoT & Sensor Integration Software
      • Compliance & Reporting Software
    • Product Lifecycle Management (PLM) Software
      • Eco-Design & Prototyping Software
      • Circular Manufacturing Software
      • Sustainable Material Selection Software
    • Blockchain And Traceability Software
      • Product Traceability Software
      • Sustainability Certification Software
      • Supply Chain Transparency Software
    • Circular Design And Prototyping Software
      • Circular Design & Lifecycle Assessment Software
      • Digital Prototyping & Simulation Software
      • Sustainable Material Modeling Software
    • 3D Printing Software
      • 3D Printing Process Optimization Software
      • Customized Product Design Software
    • Sharing & Machining Software
      • Resource Sharing Software
      • Digital Marketplaces
      • Product Life Extension Software
      • Recovery & Recycling Software
    • Other Software
  • Services
    • Circular Economy Strategy Consulting Services
    • Sustainability & Environmental Consulting Services
    • Supply Chain Optimization Services
    • Product-as-a-Service
    • Recycling & Regulatory Compliance Services
    • Other Services
By Technology:
  • Blockchain And Distributed Ledger Technology (DLT)
    • Blockchain-Based Supply Chain
      • Supply Chain Transparency
      • Provenance Tracking
      • Smart Contracts For Resource Transactions
    • Dlt-Enabled Asset Tokenization
      • Tokenized Asset Management
      • Digital Tokens For Circular Economy Products
      • Token Exchange Platforms
  • IoT
    • IoT-Enabled Product Monitoring
      • Remote Product Health Monitoring
      • Condition-Based Maintenance
      • Product Usage Analytics
    • Smart Recycling Bins & Waste Management
      • Smart Waste Collection Scheduling
      • Recycling Sorting Automation
      • Iot-Enhanced Recycling Centers
  • AI & ML
    • Predictive Maintenance And Quality Control
      • Predictive Equipment Maintenance
      • Quality Assurance Algorithms
      • Anomaly Detection
    • Demand Forecasting
      • Predictive Demand Models
      • Inventory Optimization
      • Production Planning
  • AR & VR
    • AR For Design And Prototyping
    • Augmented Product Design
    • Virtual Prototyping
    • Interactive Design Collaboration
  • VR-Based Training
    • Virtual Employee Training
    • Safety Training Simulations
    • Remote Expert Assistance
  • Cloud Computing
    • Cloud-Based Resource Planning
    • Cloud-Based Circular Supply Chain Platforms
  • Big Data Analytics
    • Resource Utilization Analytics
    • Circular Economy Performance Metrics
    • Circular Economy Data Platforms
    • Data Integration And Management
    • Advanced Circular Analytics
  • Other Technologies
By Application:
  • Supply Chain And Materials Tracking
    • Product Lifecycle Traceability
    • Circular Supply Chain Optimization
    • Eco-Friendly Transportation Management
  • Resource Optimization And Efficiency
    • Resource Allocation And Utilization
    • Energy And Water Management
    • Waste Reduction And Recycling Efficiency
  • Digital Resale And Reuse
    • Online Resale Marketplaces
    • Product Exchange Networks
    • Circular Product Certification
  • Reverse Logistics And Remanufacturing
    • Collection And Sorting Services
    • Remanufacturing And Refurbishment
    • Waste-To-Resource Conversion
  • Circular Economy Reporting And Compliance
    • Circular Economy Performance Reporting
    • Sustainability Certifications Management
    • Regulatory Compliance
  • Circular Waste Management And Recycling
    • Waste Sorting And Recycling Apps
    • Circular Waste-To-Energy Solutions
    • Advanced Recycling Technologies
  • Smart Material Selection & Testing
    • Material Analytics & Selection
    • Material Performance Testing
    • Circular Materials R&D
  • Other Applications

By Vertical:

  • Consumer Electronics
    • Circular Electronics Design
    • Electronics Reuse And Refurbishment
    • E-Waste Recycling And Recovery
    • Others
  • IT & Telecom
    • Circular IT Equipment Management
    • Data Center Efficiency
    • Telecom Network Sustainability
    • Others
  • Automotive
    • Circular Auto Manufacturing
    • Remanufacturing And Auto Parts Reuse
    • End-Of-Life Vehicle Recycling
    • Others
  • Manufacturing
    • Circular Manufacturing Processes
    • Material And Resource Efficiency
    • Sustainable Supply Chain Management
    • Others
  • Construction And Building
    • Sustainable Building Design
    • Construction Materials Recycling
    • Building Demolition And Deconstruction
    • Others
  • Healthcare And Medical Devices
    • Medical Device Life Extension
    • Hospital Waste Management
    • Circular Healthcare Equipment
    • Others
  • Energy & Utilities
    • Renewable Energy Integration
    • Efficient Utility Operations
    • Grid Management And Sustainability
    • Others
  • Chemicals And Materials
    • Circular Materials R&D
    • Chemical Recycling
    • Material Reuse And Upcycling
    • Others
  • Fashion & Apparel
    • Sustainable Fashion Design
    • Clothing Rental And Resale
    • Textile Recycling And Upcycling
    • Others
  • Other Verticals
By Region:
  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Netherlands
    • Rest of Europe
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Singapore
    • Australia & New Zealand (ANZ)
    • Rest of Asia Pacific
  • Middle East and Africa
    • Saudi Arabia
    • UAE
    • South Africa
    • Turkey
    • Rest of Middle East & Africa
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Rest of Latin America

Recent Developments:

  • In October 2023, SAP upgraded its SAP Responsible Design and Production Suite. The latest version of SAP Responsible Design and Production includes updated EPR reporting capability to support the enhanced reporting and integration with multiple ERP with non-harmonized identifiers, augmenting its digital circular economy capabilities.
  • In October 2023, Honeywell and GranBio Technologies partnered together to co-produce carbon-neutral sustainable aviation fuel (SAF) from biomass residues at a US-based demonstration plant. Honeywell aims to leverage its renewable energy expertise in generating SAF for strengthening its position as a major circular economy vendor across aerospace and aviation sector.
  • In September 2023, Capgemini acquired HDL Design House, a leading silicon design and verification services provider. The synergy between silicon services and digital circular economy is profound, as advanced silicon design plays a pivotal role in optimizing resource usage and fostering sustainability. This acquisition equips Capgemini to offer innovative solutions that align seamlessly with circular economy practices, reinforcing its commitment to driving sustainable digital transformations in the evolving business landscape.
  • In June 2023, SAP and Versuni announced a global partnership focused on sustainability and circular economy. With the SAP Sustainability Control Tower software, a digital tool for ESG management based on real-time data, Versuni will be able to promote holistic management by setting goals, monitoring progress, and gaining insights from data, generating robust and auditable ESG reports, as well as improvement actions.
  • In April 2023, Cisco and Leonardo entered into a strategic MoU, aimed at boosting cooperation between Cisco and Leonardo in various areas. Both entities will be co-developing solutions in sustainable technology fields such as the green transition and sustainable solutions for logistics and transportation markets.

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INTRODUCTION
43
RESEARCH METHODOLOGY
52
EXECUTIVE SUMMARY
67
PREMIUM INSIGHTS
74
MARKET OVERVIEW AND INDUSTRY TRENDS
77
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Surge in eWaste awareness
    - AI-driven recycling tech to catalyze resource reutilization
    - Stringent government mandates to propel circularity adoption
    - Eco-conscious consumers to drive demand for sustainable digital products
    RESTRAINTS
    - High upfront costs to hamper circular economy startups
    - Legacy linear thinking to hinder circular business evolution
    - Lack of standardized circularity metrics to confound progress
    OPPORTUNITIES
    - Unlocking new revenue streams by capitalizing on market for upcycled tech gadgets
    - Cross-industry alliances foster circular innovation waves
    - Flourishing market for refurbished electronics to present compelling business opportunity
    - Cost efficiencies through optimized resource utilization
    CHALLENGES
    - Managing intricate supply chain and reverse logistics
    - Balancing durability and quality in circular tech design
    - Navigating volatile consumer preferences in shifting market
  • 5.3 EVOLUTION OF DIGITAL CIRCULAR ECONOMY
  • 5.4 VALUE CHAIN ANALYSIS
  • 5.5 ECOSYSTEM/MARKET MAP
    DIGITAL CIRCULAR ECONOMY SOFTWARE DEVELOPERS
    DIGITAL CIRCULAR ECONOMY TECHNOLOGY PROVIDERS
    DIGITAL CIRCULAR ECONOMY DATA & ANALYTIC PROVIDERS
    THIRD-PARTY SERVICE PROVIDERS
    END USERS
    GOVERNMENT & REGULATORY BODIES
  • 5.6 INVESTMENT LANDSCAPE
  • 5.7 BEST PRACTICES IN DIGITAL CIRCULAR ECONOMY MARKET
  • 5.8 CASE STUDY ANALYSIS
    BRASKEM POWERED ACTIONABLE CLIMATE ROADMAP FOR SUSTAINABLE GROWTH WITH HELP OF ACCENTURE
    WWF IDENTIFIED OPPORTUNITIES FOR IMPROVEMENT IN MANAGEMENT OF PLASTIC WASTE WITH HELP OF ANTHESIS GROUP
    EARLY LEAKAGE DETECTION WITH USE OF TRENDMINER BY SOFTWARE AG
    KAESER KOMPRESSOREN AUTOMATED COMPLIANCE PROCESSES USING IPOINT’S SYSTEMS
    TREENI ALLOWED DSM TO COLLECT AND MANAGE DATA EFFICIENTLY
    ESTABLISHING PROCESS THINKING IN RESEARCH AND EDUCATION FOR MUNICH UNIVERSITY WITH IGRAFX SOLUTIONS
  • 5.9 TECHNOLOGY ANALYSIS
    KEY TECHNOLOGIES
    - IoT
    - Big data analytics
    - Blockchain
    - AI & ML
    - AR/VR
    - Cloud computing
    ADJACENT TECHNOLOGIES
    - Robotics
    - Nanotechnology
    - Sustainable manufacturing
    - Digital twin
    COMPLIMENTARY TECHNOLOGIES
    - 3D printing
    - Smart sensor technologies
    - Renewable energy storage
  • 5.10 TARIFF AND REGULATORY LANDSCAPE
    TARIFF RELATED TO DIGITAL CIRCULAR ECONOMY SOFTWARE
    REGULATORY LANDSCAPE
    - Regulatory bodies, government agencies, and other organizations
    REGULATIONS: DIGITAL CIRCULAR ECONOMY MARKET
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.11 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE
    INNOVATION AND PATENT APPLICATIONS
    - Top 10 applicants in digital circular economy market
  • 5.12 PRICING ANALYSIS
    AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOFTWARE TYPE
    INDICATIVE PRICING ANALYSIS, BY DIGITAL CIRCULAR ECONOMY VENDORS
  • 5.13 TRADE ANALYSIS
    IMPORT SCENARIO OF COMPUTER SOFTWARE
    EXPORT SCENARIO OF COMPUTER SOFTWARE
  • 5.14 KEY CONFERENCES AND EVENTS
  • 5.15 PORTER’S FIVE FORCES ANALYSIS
    THREAT FROM NEW ENTRANTS
    THREAT FROM SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITION RIVALRY
  • 5.16 DIGITAL CIRCULAR ECONOMY TECHNOLOGY ROADMAP
  • 5.17 DIGITAL CIRCULAR ECONOMY BUSINESS MODELS
    DIGITAL MARKETPLACES MODEL
    SHARING ECONOMY MODEL
    PRODUCT-AS-A-SERVICE MODEL
    REUSE AND RECYCLING SERVICES MODEL
    ENVIRONMENTAL CREDITS & CARBON MARKETS MODEL
  • 5.18 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
  • 5.19 KEY STAKEHOLDERS AND BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
DIGITAL CIRCULAR ECONOMY MARKET, BY APPLICATION
136
  • 6.1 INTRODUCTION
    APPLICATION: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
  • 6.2 SUPPLY CHAIN & MATERIAL TRACKING
    FOSTERING RESPONSIBLE PRODUCTION AND EFFICIENT RESOURCE USE ACROSS PRODUCT LIFECYCLE
    PRODUCT LIFECYCLE TRACEABILITY
    CIRCULAR SUPPLY CHAIN OPTIMIZATION
    ECO-FRIENDLY TRANSPORTATION MANAGEMENT
  • 6.3 RESOURCE OPTIMIZATION & EFFICIENCY
    HARNESSING DIGITAL TECHNOLOGIES TO MAXIMIZE RESOURCE UTILIZATION AND MINIMIZE ECOLOGICAL FOOTPRINT
    RESOURCE ALLOCATION & UTILIZATION
    ENERGY & WATER MANAGEMENT
    WASTE REDUCTION & RECYCLING EFFICIENCY
  • 6.4 DIGITAL RESALE & REUSE
    CREATING CULTURE OF SUSTAINABLE CONSUMPTION AND REDUCING DEMAND FOR NEW PRODUCTS WITH DIGITAL RESALE & REUSE
    ONLINE RESALE MARKETPLACES
    PRODUCT EXCHANGE NETWORKS
    CIRCULAR PRODUCT CERTIFICATION
  • 6.5 REVERSE LOGISTICS & REMANUFACTURING
    EFFICIENT TRACKING AND MANAGEMENT OF REVERSE LOGISTICS TO ENCOURAGE RECYCLING AND UPCYCLING
    COLLECTION & SORTING SERVICES
    REMANUFACTURING & REFURBISHMENT
    WASTE-TO-RESOURCE CONVERSION
  • 6.6 CIRCULAR ECONOMY REPORTING & COMPLIANCE
    FACILITATING TRANSPARENT COMMUNICATION AND EFFICIENT CERTIFICATION MANAGEMENT, CONTRIBUTING TO CIRCULAR ECONOMY
    CIRCULAR ECONOMY PERFORMANCE REPORTING
    SUSTAINABILITY CERTIFICATIONS MANAGEMENT
    REGULATORY COMPLIANCE
  • 6.7 CIRCULAR WASTE MANAGEMENT & RECYCLING
    INTEGRATING DIGITAL SOLUTIONS TO ENHANCE WASTE MANAGEMENT AND OPTIMIZE RESOURCE RECOVERY
    WASTE SORTING & RECYCLING APPS
    CIRCULAR WASTE-TO-ENERGY SOLUTIONS
    ADVANCED RECYCLING TECHNOLOGIES
  • 6.8 SMART MATERIAL SELECTION & TESTING
    NEED FOR DEVELOPMENT AND ADOPTION OF MORE SUSTAINABLE AND CIRCULAR MATERIALS
    MATERIAL ANALYTICS & SELECTION
    MATERIAL PERFORMANCE TESTING
    CIRCULAR MATERIALS R&D
  • 6.9 OTHER APPLICATIONS
DIGITAL CIRCULAR ECONOMY MARKET, BY TECHNOLOGY
169
  • 7.1 INTRODUCTION
    TECHNOLOGY: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
  • 7.2 BLOCKCHAIN & DISTRIBUTED LEDGER TECHNOLOGY (DLT)
    BLOCKCHAIN & DISTRIBUTED LEDGER TO HELP BUSINESSES SECURE SUPPLY CHAIN TO ENABLE ASSET TOKENIZATION
    BLOCKCHAIN-BASED SUPPLY CHAIN
    - Supply chain transparency
    - Provenance tracking
    - Smart contracts for resource transactions
    DLT-ENABLED ASSET TOKENIZATION
    - Tokenized asset management
    - Digital tokens for circular economy products
    - Token exchange platforms
  • 7.3 IOT
    SUSTAINABLE AND RESPONSIVE APPROACH TO RESOURCE UTILIZATION AND ENVIRONMENTAL SUPERVISION
    IOT-ENABLED PRODUCT MONITORING
    - Remote product health monitoring
    - Condition-based maintenance
    - Product usage analytics
    SMART RECYCLING BINS & WASTE MANAGEMENT
    - Smart waste collection scheduling
    - Recycling sorting automation
    - IoT-enhanced recycling centers
  • 7.4 AI & ML
    AI & ML IN DIGITAL CIRCULAR ECONOMY ENHANCE OPERATIONAL EFFICIENCY AND CONTRIBUTE TO OVERARCHING GOALS OF SUSTAINABILITY
    PREDICTIVE MAINTENANCE & QUALITY CONTROL
    - Predictive equipment maintenance
    - Quality assurance algorithms
    - Anomaly detection
    DEMAND FORECASTING
    - Predictive demand models
    - Inventory optimization
    - Production planning
  • 7.5 AR & VR
    INTEGRATION OF AR & VR TECHNOLOGIES TO ENABLE REAL-TIME DATA VISUALIZATION AND BETTER DECISION-MAKING
    AR FOR DESIGN & PROTOTYPING
    - Augmented Product Design
    - Virtual prototyping
    - Interactive design collaboration
    VR-BASED TRAINING
    - Virtual employee training
    - Safety training simulations
    - Remote expert assistance
  • 7.6 CLOUD COMPUTING
    OPTIMIZATION OF ENERGY CONSUMPTION, TRACKING OF SUSTAINABLE PRACTICES, AND OVERALL RESOURCE UTILIZATION
    CLOUD-BASED RESOURCE PLANNING
    CLOUD-BASED CIRCULAR SUPPLY CHAIN PLATFORMS
  • 7.7 BIG DATA ANALYTICS
    BIG DATA ANALYTICS HELPS TO IDENTIFY AREAS FOR IMPROVEMENT AND IMPLEMENTING MORE SUSTAINABLE PRACTICES
    RESOURCE UTILIZATION ANALYTICS
    CIRCULAR ECONOMY PERFORMANCE METRICS
    CIRCULAR ECONOMY DATA PLATFORMS
    DATA INTEGRATION & MANAGEMENT
    ADVANCED CIRCULAR ANALYTICS
  • 7.8 OTHER TECHNOLOGIES
DIGITAL CIRCULAR ECONOMY MARKET, BY VERTICAL
219
  • 8.1 INTRODUCTION
    VERTICAL: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
  • 8.2 CONSUMER ELECTRONICS
    TRANSFORMING CONSUMER ELECTRONICS LANDSCAPE WITH LONGEVITY AND REUSABILITY
    CIRCULAR ELECTRONICS DESIGN
    ELECTRONICS REUSE & REFURBISHMENT
    EWASTE RECYCLING & RECOVERY
    OTHER CONSUMER ELECTRONICS APPLICATIONS
  • 8.3 IT & TELECOM
    EXTENDING LIFE OF IT & TELECOM EQUIPMENT WITH HELP OF DIGITAL CIRCULAR ECONOMY
    CIRCULAR IT EQUIPMENT MANAGEMENT
    DATA CENTER EFFICIENCY
    TELECOM NETWORK SUSTAINABILITY
    OTHER IT & TELECOM APPLICATIONS
  • 8.4 AUTOMOTIVE
    ADOPTING PRINCIPLES OF CIRCULAR DESIGN AND SUSTAINABLE MATERIALS IN AUTOMOTIVE APPLICATIONS
    CIRCULAR AUTO MANUFACTURING
    REMANUFACTURING & AUTO PARTS REUSE
    END-OF-LIFE VEHICLE RECYCLING
    OTHER AUTOMOTIVE APPLICATIONS
  • 8.5 MANUFACTURING
    DIGITAL TECHNOLOGIES FACILITATE TRANSPARENCY AND TRACEABILITY, ALLOWING MANUFACTURERS TO MAKE INFORMED DECISIONS
    CIRCULAR MANUFACTURING PROCESSES
    MATERIAL & RESOURCE EFFICIENCY
    SUSTAINABLE SUPPLY CHAIN MANAGEMENT
    OTHER MANUFACTURING APPLICATIONS
  • 8.6 CONSTRUCTION & BUILDING
    TECHNOLOGY-DRIVEN SOLUTIONS TO CREATE SUSTAINABLE AND RESOURCE-EFFICIENT STRUCTURES
    SUSTAINABLE BUILDING DESIGN
    CONSTRUCTION MATERIALS RECYCLING
    BUILDING DEMOLITION & DECONSTRUCTION
    OTHER BUILDING & CONSTRUCTION APPLICATIONS
  • 8.7 HEALTHCARE & MEDICAL DEVICES
    ENVIRONMENTALLY FRIENDLY PROCESSES FOR DISPOSAL AND RECYCLING OF MEDICAL WASTE
    MEDICAL DEVICE LIFE EXTENSION
    HOSPITAL WASTE MANAGEMENT
    CIRCULAR HEALTHCARE EQUIPMENT
    OTHER HEALTHCARE APPLICATIONS AND MEDICAL DEVICES
  • 8.8 ENERGY & UTILITIES
    INCREASING USE OF DIGITAL TECHNOLOGIES IN SMART GRID MANAGEMENT AND RENEWABLE ENERGY INTEGRATION IS BOOSTING CIRCULAR ECONOMY PRACTICES
    RENEWABLE ENERGY INTEGRATION
    EFFICIENT UTILITY OPERATIONS
    GRID MANAGEMENT & SUSTAINABILITY
    OTHER ENERGY & UTILITY APPLICATIONS
  • 8.9 CHEMICALS & MATERIALS
    AIM TO REPLACE TRADITIONAL MODELS WITH MORE SUSTAINABLE ALTERNATIVES, PROMOTING RESOURCE EFFICIENCY
    CIRCULAR CHEMICALS R&D
    CHEMICAL RECYCLING
    MATERIAL REUSE & UPCYCLING
    OTHER CHEMICAL & MATERIAL APPLICATIONS
  • 8.10 FASHION & APPAREL
    INTEGRATING SUSTAINABILITY INTO EVERY STAGE OF PRODUCT LIFECYCLE
    SUSTAINABLE FASHION DESIGN
    CLOTHING RENTAL & RESALE
    TEXTILE RECYCLING & UPCYCLING
    OTHER FASHION & APPAREL APPLICATIONS
  • 8.11 OTHER VERTICALS
DIGITAL CIRCULAR ECONOMY MARKET, BY REGION
272
  • 9.1 INTRODUCTION
  • 9.2 NORTH AMERICA
    NORTH AMERICA: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
    NORTH AMERICA: RECESSION IMPACT
    US
    - Government initiatives and regulatory measures contribute to expansion of digital circular economy
    CANADA
    - Canada's vibrant startup ecosystem to contribute to digital transformation of circular practices
  • 9.3 EUROPE
    EUROPE: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
    EUROPE: RECESSION IMPACT
    UK
    - Embracing digital platforms for efficient resource management and adoption of circular practices
    GERMANY
    - Collaboration between industry, government, and research institutions to promote digital circular economy practices
    FRANCE
    - Increased adoption of digital solutions to optimize resource use, reduce waste, and enhance life cycle of products
    ITALY
    - Implementation of advanced technologies to create more connected and sustainable economy
    SPAIN
    - Investments in research and innovation to drive digital transformation in key sectors of Spain
    NETHERLANDS
    - Initiatives to promote circular design, product lifecycle management, and collaborative consumption
    REST OF EUROPE
  • 9.4 ASIA PACIFIC
    ASIA PACIFIC: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
    ASIA PACIFIC: RECESSION IMPACT
    CHINA
    - With companies increasingly focusing on product life extension, circular design principles of China to gain traction
    INDIA
    - Growing penetration of smartphones and internet access to catalyze integration of digital solutions for circular practices
    JAPAN
    - Japan's strong emphasis on research & development led to emergence of innovative solutions in circular economy
    SOUTH KOREA
    - Increase in incorporation of circular design principles is contributing to waste reduction throughout lifecycle of goods
    SINGAPORE
    - Digital technologies integrated into waste collection systems to improve efficiency and reduce environmental impact
    AUSTRALIA & NEW ZEALAND
    - Investments in technology and sustainable practices play pivotal roles in shaping future of digital circular economy
    REST OF ASIA PACIFIC
  • 9.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
    MIDDLE EAST & AFRICA: RECESSION IMPACT
    GCC
    - GCC countries to adopt circular economy approach, focusing on sustainable production and consumption patterns
    SOUTH AFRICA
    - Initiatives such as smart grids and digital monitoring systems contribute to more sustainable and circular energy landscape
    EGYPT
    - Shift toward circular economy to present opportunity to enhance economic growth and foster employment
    TURKEY
    - Adopting innovative practices such as product life extension and recycling to help transition toward more sustainable economy
    REST OF MIDDLE EAST & AFRICA
  • 9.6 LATIN AMERICA
    LATIN AMERICA: DIGITAL CIRCULAR ECONOMY MARKET DRIVERS
    LATIN AMERICA: RECESSION IMPACT
    BRAZIL
    - Robust digital infrastructure and thriving technology sector to bolster growth of digital solutions in circular economy
    MEXICO
    - Government Initiatives to create an encouraging environment for businesses focused on circular economy practices growth
    ARGENTINA
    - Growing tech sector and population with high internet penetration
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
339
  • 10.1 OVERVIEW
  • 10.2 KEY PLAYERS STRATEGIES
  • 10.3 REVENUE ANALYSIS
  • 10.4 MARKET SHARE ANALYSIS
  • 10.5 BRAND/PRODUCT COMPARATIVE ANALYSIS
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SUPPLY CHAIN MANAGEMENT SOFTWARE
    - IBM
    - Circulor
    - Oracle
    - iPoint-systems
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PRODUCT LIFECYCLE MANAGEMENT SOFTWARE
    - Dassault Systèmes
    - SAP
    - Hitachi
    - Honeywell
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SUSTAINABILITY SOFTWARE
    - One Click LCA
    - Treeni
    - Reflaunt
    - Rheaply
  • 10.6 COMPANY EVALUATION MATRIX, 2022
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT
  • 10.7 COMPANY EVALUATION MATRIX, 2022 (OTHER PLAYERS)
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT (OTHER PLAYERS)
  • 10.8 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES & ENHANCEMENTS
    DEALS
  • 10.9 VALUATION AND FINANCIAL METRICS OF KEY DIGITAL CIRCULAR ECONOMY VENDORS
COMPANY PROFILES
375
  • 11.1 INTRODUCTION
  • 11.2 KEY PLAYERS
    IBM
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    SAP
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ORACLE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    HONEYWELL
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ACCENTURE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    DASSAULT SYSTÈMES
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    CAPGEMINI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    CISCO
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    HITACHI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    AWS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    SOFTWARE AG
    SIEMENS-ADVANTA
    PWC
    ANTHESIS GROUP
    KPMG
    LANDBELL GROUP
  • 11.3 OTHER PLAYERS
    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
ADJACENT AND RELATED MARKETS
443
  • 12.1 INTRODUCTION
  • 12.2 ESG REPORTING SOFTWARE MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    ESG REPORTING SOFTWARE MARKET, BY COMPONENT
    ESG REPORTING SOFTWARE MARKET, BY DEPLOYMENT MODE
    ESG REPORTING SOFTWARE MARKET, BY ORGANIZATION SIZE
    ESG REPORTING SOFTWARE MARKET, BY VERTICAL
    ESG REPORTING SOFTWARE MARKET, BY REGION
  • 12.3 GREEN TECHNOLOGY & SUSTAINABILITY MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY COMPONENT
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY TECHNOLOGY
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY APPLICATION
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY DEPLOYMENT MODE
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY ORGANIZATION SIZE
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY VERTICAL
    GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY REGION
APPENDIX
455
  • 13.1 DISCUSSION GUIDE
  • 13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 13.3 AVAILABLE CUSTOMIZATIONS
  • 13.4 RELATED REPORTS
  • 13.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 DIGITAL CIRCULAR ECONOMY MARKET DETAILED SEGMENTATION
  • TABLE 2 US DOLLAR EXCHANGE RATE, 2018–2022
  • TABLE 3 PRIMARY INTERVIEWS
  • TABLE 4 FACTOR ANALYSIS
  • TABLE 5 IMPACT OF RECESSION ON GLOBAL DIGITAL CIRCULAR ECONOMY MARKET
  • 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)
  • TABLE 8 DIGITAL CIRCULAR ECONOMY MARKET: VALUE CHAIN ANALYSIS
  • TABLE 9 ROLE OF PLAYERS IN DIGITAL CIRCULAR ECONOMY MARKET
  • TABLE 10 BEST PRACTICES IN DIGITAL CIRCULAR ECONOMY MARKET
  • TABLE 11 TARIFF RELATED TO DIGITAL CIRCULAR ECONOMY SOFTWARE, 2022
  • 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
  • TABLE 17 PATENTS FILED, 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
  • TABLE 20 AVERAGE SELLING PRICE TREND OF KEY PLAYERS: TOP THREE SOFTWARE TYPES
  • TABLE 21 INDICATIVE PRICING LEVELS OF DIGITAL CIRCULAR ECONOMY VENDORS
  • TABLE 22 DIGITAL CIRCULAR ECONOMY MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2023–2024
  • TABLE 23 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • TABLE 24 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • TABLE 25 DIGITAL CIRCULAR ECONOMY MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 26 DIGITAL CIRCULAR ECONOMY MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • TABLE 85 DIGITAL CIRCULAR ECONOMY MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION)
  • TABLE 86 DIGITAL CIRCULAR ECONOMY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 91 SUPPLY CHAIN TRANSPARENCY MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 92 SUPPLY CHAIN TRANSPARENCY MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 93 PROVENANCE TRACKING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 94 PROVENANCE TRACKING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 99 TOKENIZED ASSET MANAGEMENT MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 100 TOKENIZED ASSET MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • TABLE 103 TOKEN EXCHANGE PLATFORMS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 104 TOKEN EXCHANGE PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 105 IOT MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 106 IOT MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 111 CONDITION-BASED MAINTENANCE MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 112 CONDITION-BASED MAINTENANCE MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 113 PRODUCT USAGE ANALYTICS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 114 PRODUCT USAGE ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 119 RECYCLING SORTING AUTOMATION MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 120 RECYCLING SORTING AUTOMATION MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • TABLE 123 AI & ML MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 124 AI & ML MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • 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)
  • TABLE 127 PREDICTIVE EQUIPMENT MAINTENANCE MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 128 PREDICTIVE EQUIPMENT MAINTENANCE MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 129 QUALITY ASSURANCE ALGORITHMS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 130 QUALITY ASSURANCE ALGORITHMS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 131 ANOMALY DETECTION MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 132 ANOMALY DETECTION MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 133 DEMAND FORECASTING MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 134 DEMAND FORECASTING MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • TABLE 135 PREDICTIVE DEMAND MODELS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 136 PREDICTIVE DEMAND MODELS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 137 INVENTORY OPTIMIZATION MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 138 INVENTORY OPTIMIZATION MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 139 PRODUCTION PLANNING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 140 PRODUCTION PLANNING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 141 AR & VR MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 142 AR & VR MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • 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)
  • TABLE 145 AUGMENTED PRODUCT DESIGN MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 146 AUGMENTED PRODUCT DESIGN MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 147 VIRTUAL PROTOTYPING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 148 VIRTUAL PROTOTYPING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 149 INTERACTIVE DESIGN COLLABORATION MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 150 INTERACTIVE DESIGN COLLABORATION MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 151 VR-BASED TRAINING MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 152 VR-BASED TRAINING MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • TABLE 153 VIRTUAL EMPLOYEE TRAINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 154 VIRTUAL EMPLOYEE TRAINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 155 SAFETY TRAINING SIMULATIONS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 156 SAFETY TRAINING SIMULATIONS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 157 REMOTE EXPERT ASSISTANCE MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 158 REMOTE EXPERT ASSISTANCE MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 159 CLOUD COMPUTING MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 160 CLOUD COMPUTING MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 165 BIG DATA ANALYTICS MARKET, BY SUBTYPE, 2018–2022 (USD MILLION)
  • TABLE 166 BIG DATA ANALYTICS MARKET, BY SUBTYPE, 2023–2028 (USD MILLION)
  • TABLE 167 RESOURCE UTILIZATION ANALYTICS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 168 RESOURCE UTILIZATION ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • TABLE 173 DATA INTEGRATION & MANAGEMENT MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 174 DATA INTEGRATION & MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 175 ADVANCED CIRCULAR ANALYTICS MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 176 ADVANCED CIRCULAR ANALYTICS MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • TABLE 179 DIGITAL CIRCULAR ECONOMY MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 180 DIGITAL CIRCULAR ECONOMY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • TABLE 237 CIRCULAR HEALTHCARE EQUIPMENT MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 238 CIRCULAR HEALTHCARE EQUIPMENT MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • TABLE 273 DIGITAL CIRCULAR ECONOMY MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 274 DIGITAL CIRCULAR ECONOMY MARKET, BY REGION, 2023–2028 (USD MILLION)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • TABLE 395 OVERVIEW OF STRATEGIES ADOPTED BY KEY DIGITAL CIRCULAR ECONOMY VENDORS
  • TABLE 396 DIGITAL CIRCULAR ECONOMY MARKET: DEGREE OF COMPETITION
  • 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
  • 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)
  • TABLE 405 DIGITAL CIRCULAR ECONOMY: PRODUCT LAUNCHES & ENHANCEMENTS, JANUARY 2020–NOVEMBER 2023
  • TABLE 406 DIGITAL CIRCULAR ECONOMY: DEALS, JANUARY 2020–NOVEMBER 2023
  • TABLE 407 IBM: BUSINESS OVERVIEW
  • TABLE 408 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 409 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 410 IBM: DEALS
  • TABLE 411 SAP: BUSINESS OVERVIEW
  • TABLE 412 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 413 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 414 SAP: DEALS
  • TABLE 415 ORACLE: BUSINESS OVERVIEW
  • TABLE 416 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 417 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 418 ORACLE: DEALS
  • TABLE 419 HONEYWELL: BUSINESS OVERVIEW
  • TABLE 420 HONEYWELL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 421 HONEYWELL: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 422 HONEYWELL: DEALS
  • TABLE 423 ACCENTURE: BUSINESS OVERVIEW
  • TABLE 424 ACCENTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 425 ACCENTURE: DEALS
  • TABLE 426 DASSAULT SYSTÈMES: BUSINESS OVERVIEW
  • TABLE 427 DASSAULT SYSTÈMES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 428 DASSAULT SYSTÈMES: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 429 DASSAULT SYSTÈMES: DEALS
  • TABLE 430 CAPGEMINI: BUSINESS OVERVIEW
  • TABLE 431 CAPGEMINI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 432 CAPGEMINI: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 433 CAPGEMINI: DEALS
  • TABLE 434 CISCO: BUSINESS OVERVIEW
  • TABLE 435 CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 436 CISCO: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 437 CISCO: DEALS
  • TABLE 438 HITACHI: BUSINESS OVERVIEW
  • TABLE 439 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 440 HITACHI: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 441 HITACHI: DEALS
  • TABLE 442 AWS: BUSINESS OVERVIEW
  • TABLE 443 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 444 AWS: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 445 AWS: DEALS
  • TABLE 446 ESG REPORTING SOFTWARE MARKET, BY COMPONENT, 2017–2021 (USD MILLION)
  • TABLE 447 ESG REPORTING SOFTWARE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
  • 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)
  • 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)
  • TABLE 452 ESG REPORTING SOFTWARE MARKET, BY VERTICAL, 2017–2021 (USD MILLION)
  • TABLE 453 ESG REPORTING SOFTWARE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
  • TABLE 454 ESG REPORTING SOFTWARE MARKET, BY REGION, 2017–2021 (USD MILLION)
  • TABLE 455 ESG REPORTING SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • TABLE 456 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY COMPONENT, 2017–2021 (USD MILLION)
  • TABLE 457 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
  • TABLE 458 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY TECHNOLOGY, 2017–2021 (USD MILLION)
  • TABLE 459 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)
  • TABLE 460 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY APPLICATION, 2017–2021 (USD MILLION)
  • TABLE 461 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
  • 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)
  • 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)
  • TABLE 466 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY VERTICAL, 2017–2021 (USD MILLION)
  • TABLE 467 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
  • TABLE 468 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY REGION, 2017–2021 (USD MILLION)
  • TABLE 469 GREEN TECHNOLOGY & SUSTAINABILITY MARKET, BY REGION, 2022–2027 (USD MILLION)
LIST OF FIGURES
 
  • FIGURE 1 DIGITAL CIRCULAR ECONOMY MARKET: RESEARCH DESIGN
  • FIGURE 2 DIGITAL CIRCULAR ECONOMY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  • 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
  • FIGURE 7 DATA TRIANGULATION
  • 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
  • FIGURE 15 HEIGHTENED EMPHASIS ON SUSTAINABLE SOURCING AND ENVIRONMENTALLY FRIENDLY SUPPLY CHAIN PRACTICES TO DRIVE MARKET GROWTH
  • FIGURE 16 DIGITAL RESALE & REUSE APPLICATION SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
  • FIGURE 17 SOFTWARE AND MANUFACTURING TO BE LARGEST SHAREHOLDERS IN EUROPEAN MARKET IN 2023
  • FIGURE 18 EUROPE TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
  • FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DIGITAL CIRCULAR ECONOMY MARKET
  • FIGURE 20 GLOBAL EWASTE GENERATION, 2014–2022 (MILLION TONNES)
  • FIGURE 21 PENETRATION RATE OF STREAMING VIDEO ON DEMAND (SVOD), 2017–2022 (PERCENTAGE OF TOTAL POPULATION)
  • FIGURE 22 GLOBAL USED AND REFURBISHED SMARTPHONE SHIPMENTS, 2015–2022 (MILLION UNITS)
  • FIGURE 23 DIGITAL CIRCULAR ECONOMY MARKET EVOLUTION
  • FIGURE 24 DIGITAL CIRCULAR ECONOMY MARKET: VALUE CHAIN ANALYSIS
  • FIGURE 25 KEY PLAYERS IN DIGITAL CIRCULAR ECONOMY MARKET ECOSYSTEM
  • 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)
  • FIGURE 30 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
  • FIGURE 31 TOP 10 APPLICANTS IN DIGITAL CIRCULAR ECONOMY MARKET, 2013–2023
  • FIGURE 32 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
  • FIGURE 33 AVERAGE SELLING PRICE TREND OF KEY PLAYERS: TOP THREE SOFTWARE TYPES
  • FIGURE 34 COMPUTER SOFTWARE IMPORT, BY KEY COUNTRY, 2015–2022 (USD BILLION)
  • FIGURE 35 COMPUTER SOFTWARE EXPORT, BY KEY COUNTRY, 2015–2022 (USD BILLION)
  • FIGURE 36 PORTER’S FIVE FORCES ANALYSIS
  • FIGURE 37 DIGITAL CIRCULAR ECONOMY TECHNOLOGY ROADMAP
  • FIGURE 38 DIGITAL CIRCULAR ECONOMY BUSINESS MODELS
  • FIGURE 39 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
  • FIGURE 40 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • FIGURE 41 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • FIGURE 42 DIGITAL RESALE & REUSE TO BE FASTEST-GROWING APPLICATION SEGMENT IN DIGITAL CIRCULAR ECONOMY MARKET
  • FIGURE 43 IOT TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 44 FASHION & APPAREL VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • 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
  • FIGURE 47 EUROPE: DIGITAL CIRCULAR ECONOMY MARKET SNAPSHOT
  • FIGURE 48 ASIA PACIFIC: DIGITAL CIRCULAR ECONOMY MARKET SNAPSHOT
  • FIGURE 49 BUSINESS SEGMENT REVENUE ANALYSIS FOR KEY PLAYERS, 2018–2022 (USD BILLION)
  • FIGURE 50 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022
  • FIGURE 51 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SUPPLY CHAIN MANAGEMENT SOFTWARE
  • FIGURE 52 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PRODUCT LIFECYCLE MANAGEMENT SOFTWARE
  • FIGURE 53 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SUSTAINABILITY SOFTWARE
  • FIGURE 54 DIGITAL CIRCULAR ECONOMY COMPANY EVALUATION MATRIX, 2022
  • FIGURE 55 PRODUCT FOOTPRINT (16 COMPANIES)
  • FIGURE 56 DIGITAL CIRCULAR ECONOMY COMPANY EVALUATION MATRIX, 2022 (OTHER PLAYERS)
  • FIGURE 57 PRODUCT FOOTPRINT-OTHER PLAYERS (15 COMPANIES)
  • 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
  • FIGURE 60 IBM: COMPANY SNAPSHOT
  • FIGURE 61 SAP: COMPANY SNAPSHOT
  • FIGURE 62 ORACLE: COMPANY SNAPSHOT
  • FIGURE 63 HONEYWELL: COMPANY SNAPSHOT
  • FIGURE 64 ACCENTURE: COMPANY SNAPSHOT
  • FIGURE 65 DASSAULT SYSTÈMES: COMPANY SNAPSHOT
  • FIGURE 66 CAPGEMINI: COMPANY SNAPSHOT
  • FIGURE 67 CISCO: COMPANY SNAPSHOT
  • FIGURE 68 HITACHI: COMPANY SNAPSHOT
  • FIGURE 69 AWS: COMPANY SNAPSHOT

The digital circular economy market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly Interviews with experts from the core and related industries, preferred digital circular economy providers, third-party service providers, consulting service providers, end-users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information and assess the market’s prospects.

Secondary Research

In the secondary research process, various sources were referred to for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors’ websites. Additionally, digital circular economy spending of various countries was extracted from the respective sources. Secondary research was mainly used to obtain key information related to the industry’s value chain and supply chain to identify key players based on solutions, services, market classification, and segmentation according to offerings of major players, industry trends related to solutions, services, deployment modes, business functions, applications, verticals, and regions, and key developments from both market- and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various Interviews with Experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and digital circular economy expertise; related key executives from digital circular economy software vendors, SIs, professional service providers, and industry associations; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped understand various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using Digital circular economy solutions, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of Digital circular economy solutions and services, which would impact the overall digital circular economy market.

Digital Circular Economy Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

COMPANY NAME

DESIGNATION

SAP

Chief Product Owner

WNS

CEO

Reflaunt

Head of Supply Chain

Treeni

Product Lead

GUBI

Environmental Engineer

GreenBiz Group

VP of Circularity

Market Size Estimation

In the bottom-up approach, the adoption rate of digital circular economy solutions and services among different end users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of Digital circular economy solutions and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in different regions for the market size calculation.

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the Digital circular economy market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major Digital circular economy providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall digital circular economy market size and segments’ size were determined and confirmed using the study.

Global Digital circular economy Market Size: Bottom-Up and Top-Down Approach:

Digital Circular Economy Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the digital circular economy market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major digital circular economy providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall Digital circular economy market size and segments’ size were determined and confirmed using the study.

Market Definition

Digital circular economy refers to the application of digital technologies and data-driven strategies to enhance the sustainability and efficiency of material and resource flows within the framework of a circular economy. This approach aims to create a closed-loop system where products and materials are designed, produced, consumed, and recycled with minimal waste and maximum reuse. Digital Circular Economy leverages technologies such as IoT, blockchain, AI, and data analytics to enable transparent, traceable, and optimized resource management, reducing environmental impact and promoting the longevity of products throughout their lifecycles.

Stakeholders

  • Digital circular economy software vendors
  • Digital circular economy service vendors
  • Managed service providers
  • Support and maintenance service providers
  • System Integrators (SIs)/migration service providers
  • Value-Added Resellers (VARs) and distributors
  • Distributors and Value-added Resellers (VARs)
  • Independent Software Vendors (ISV)
  • Third-party providers
  • Technology providers

Report Objectives

  • To define, describe, and predict the digital circular economy market by offering (software and services), technology, application, vertical, and region
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the digital circular economy market
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
  • To profile key players and comprehensively analyze their market rankings and core competencies.
  • To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the digital circular economy market
  • To analyze the impact of recession across all the regions across the digital circular economy market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product quadrant, which gives a detailed comparison of the product portfolio of each company.

Geographic Analysis

  • Further breakup of the North American digital circular economy market
  • Further breakup of the European market
  • Further breakup of the Asia Pacific market
  • Further breakup of the Middle Eastern & African market
  • Further breakup of the Latin America digital circular economy market

Company Information

  • 61cDetailed analysis and profiling of additional market players (up to five)
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
TC 8853
Published ON
Nov, 2023
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