製品カーボンフットプリント（PCF）ソフトウェア市場　2026-2036年

世界の製品カーボンフットプリント（PCF）ソフトウェアの市場規模は2025年は13億米ドルとなりました。世界の製品カーボンフットプリント（PCF）ソフトウェア市場は2026年に15億5,000万米ドル規模になることが見込まれ、予測期間（2026～2036年）に年平均成長率（CAGR）20.7%で成長し、2036年に102億米ドルに達するとDataNext Researchでは予測しています。

この市場の急成長は、主に、製品レベルでの厳格な環境規制の導入、サプライチェーンの透明性に対する需要の高まり、そして低炭素調達への企業のシフトによって牽引されています。EUの炭素国境調整措置（CBAM）や持続可能な製品のためのエコデザイン規則（ESPR）といった世界的な規制枠組みが施行される中、個々の製品の炭素集約度を正確に定量化し開示する能力は、重要な競争上の差別化要因となっています。さらに、AIを活用したライフサイクルアセスメント（LCA）ツールの成熟も市場を後押ししています。これにより、製造業者は従来の人的な評価から、自動化されたリアルタイムの環境インテリジェンスへと移行し、膨大な製品ポートフォリオ全体にわたってフットプリントの算定・管理を拡大できるようになっています。

DataNext Research（データネクストリサーチ）「製品カーボンフットプリント（PCF）ソフトウェア市場の規模・シェア・動向分析：提供形態（ソフトウェア・プラットフォーム、サービス）、ソリューションタイプ（ライフサイクルアセスメント（LCA）、一次データ交換、環境製品宣言（EPD）、カーボンアカウンティング）、エンドユーザー業界（製造、消費財、エレクトロニクス、自動車、化学、建設）、地域別 — 世界の市場機会分析および業界予測（2026～2036年） – Product Carbon Footprint Software Market Size, Share & Trends Analysis by Offering (Software & Platforms, Services), Solution Type (Life-Cycle Assessment (LCA), Primary Data Exchange, Environmental Product Declarations (EPDs), Carbon Accounting), End-User Industry (Manufacturing, Consumer Goods, Electronics, Automotive, Chemicals, Construction), and Geography — Global Opportunity Analysis and Industry Forecast (2026–2036)」は製品カーボンフットプリント（PCF）の計算・算定管理などに使用される、製品カーボンフットプリント（PCF）用ソフトウェアの世界市場を調査し、主要セグメント別に分析・予測を行っています。

調査対象セグメント

• オファリング
  • ソフトウェア＆プラットフォーム
  • サービス（アドバイザリー、認証、実用化）
• ソリューション
  • ライフサイクルアセスメント（LCA）
  • 一次データ交換（プライマリデータエクスチェンジ）
  • 環境製品宣言（EPD）
  • カーボン・アカウンティング＆報告
  • その他
• エンドユーザ産業
  • 製造業（産業、機械）
  • コンシューマ製品（アパレル、食品＆飲料）
  • 電子＆ハイテク製品
  • 自動車＆輸送
  • 化学品＆材料
  • 建設・建築＆不動産
  • その他
• 地域
  • 北米
    • 米国
    • カナダ
  • 欧州
    • ドイツ
    • フランス
    • 英国
    • イタリア
    • スペイン
    • その他の欧州
  • アジア太平洋地域
    • 中国
    • 日本
    • 韓国
    • インド
    • オーストラリア
    • その他のアジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • その他のラテンアメリカ
  • 中東＆アフリカ
    • アラブ首長国連邦（UAE）
    • サウジアラビア
    • 南アフリカ
    • その他の中東＆アフリカ

製品カーボンフットプリント（PCF）ソフトウェア市場の主なハイライト

• 世界の製品カーボンフットプリント（PCF）ソフトウェア市場は、2026年から2036年にかけて年平均成長率（CAGR）20.7%で推移し、2036年には102億米ドルに達すると予測されています。
• 2026年時点で、欧州は世界の製品カーボンフットプリント（PCF）ソフトウェア市場において最大のシェア（総収益の約38%）を占めています。これは、製品レベルの規制や、ライフサイクルアセスメント（LCA）ソフトウェアプロバイダーの集積が主な要因となっています。
• 提供形態別では、ソフトウェアおよびプラットフォームが最大のセグメントを占める一方、コンサルティングやLCA支援などのサービスも重要なシェアを占めています。
• ソリューションのカテゴリー別では、LCAおよび製品フットプリントのモデリングが最大であり、次いで排出係数データベースやライフサイクルインベントリ（LCI）データベースが続きます。
• エンドユーザー業界としては、製造業、建設・建材、食品・農業が最大規模となっています。これらは、製品規制やサプライチェーンからの圧力の影響を反映しています。
• EUの炭素国境調整措置（CBAM）、持続可能な製品のためのエコデザイン規則、デジタル製品パスポートといった動きが、炭素算定の対象を製品レベルへと移行させ、需要を喚起しています。
• 二次排出係数データベースの利用から、サプライヤー固有の一次データ（実測値等）の活用へと移行する動きが、測定手法を再構築し、データ交換への需要を促進しています。
• 製品カーボンフットプリントの算定は、製品設計、調達、エコデザインのプロセスに組み込まれるケースが増えており、単なる規制対応にとどまらない価値を生み出しています。
• アジア太平洋地域は、製品の炭素規制に関連する輸出の影響や、大規模な製造業の基盤を背景に、最も高い成長率を示す地域になると予測されています。

世界の製品カーボンフットプリント（PCF）ソフトウェア市場は、提供形態（ソフトウェア・プラットフォームおよびサービス）、ソリューションタイプ（ライフサイクルアセスメント（LCA）、一次データ交換、環境製品宣言（EPD）、カーボンアカウンティング）、エンドユーザー業界（製造、消費財、エレクトロニクス、自動車、化学、建設、その他）、および地域別に区分されています。本調査では、業界の競合他社を対象に含めるとともに、国別の市場分析を行っています。

ソリューション別に見ると、2026年にはライフサイクルアセスメント（LCA）セグメントが最大のシェアを占めると予測されています。LCAは環境負荷を定量化する際の「ゴールドスタンダード（事実上の標準）」であり続けており、LCA手法を自動化ソフトウェアに組み込む動きが、市場での採用を後押しする主な要因となっています。一方、一次データ交換（プライマリ・データ・エクスチェンジ）セグメントは、最も高い年平均成長率（CAGR）で拡大すると見込まれています。この急成長の背景には、Scope 3排出量への関心の高まりに加え、正確なカーボンアカウンティング（炭素排出量の算定）には業界平均値ではなくサプライヤーからの実データが必要であるという認識の浸透があります。安全なデータ共有プロトコルの開発や「デジタル製品パスポート」の導入が、このセグメントの成長を加速させる重要な要因となっています。

Report Description

According to the latest research report titled, ‘Product Carbon Footprint Software Market Size, Share & Trends Analysis by Offering, Solution Type, End-User Industry, and Geography—Global Forecast to 2036,’ the global product carbon footprint software market was valued at USD 1.3 billion in 2025. The market is projected to reach USD 10.2 billion by 2036 from an estimated USD 1.55 billion in 2026, growing at a CAGR of 20.7% during the forecast period (2026–2036). The rapid growth of this market is primarily driven by the implementation of stringent product-level environmental regulations, the increasing demand for supply-chain transparency, and the corporate shift toward low-carbon procurement. As global regulatory frameworks such as the EU’s Carbon Border Adjustment Mechanism (CBAM) and the Ecodesign for Sustainable Products Regulation (ESPR) take effect, the ability to accurately quantify and disclose the carbon intensity of individual products has become a critical competitive differentiator. The market is further propelled by the maturation of AI-enabled life-cycle assessment (LCA) tools, which are allowing manufacturers to scale footprinting across vast product portfolios, moving beyond traditional manual assessments toward automated, real-time environmental intelligence.

The global product carbon footprint software market is currently navigating a profound structural transformation, a shift that is fundamentally redefining the relationship between product design, manufacturing, and environmental accountability. This transformation is anchored by the transition from ‘corporate-level’ carbon accounting toward ‘product-level’ environmental transparency. Historically, carbon management was a high-level corporate activity, often disconnected from the actual design and engineering of products. Today, the industry is pivoting toward ‘Ecodesign-integrated footprinting,’ where environmental impact data is embedded directly into Product Lifecycle Management (PLM) and Computer-Aided Design (CAD) workflows. This shift is not merely a technological upgrade but a fundamental change in the operational philosophy of the manufacturing sector, where ‘carbon’ is being integrated as a core design constraint alongside cost, quality, and performance.

Key Highlights – Product Carbon Footprint Software Market

• The global product carbon footprint software market is expected to reach USD 10.2 billion by 2036, at a CAGR of 20.7% from 2026 to 2036.
• Europe accounts for the largest share of the global product carbon footprint software market in 2026, holding around 38% of total revenue, driven by product-level regulation and a concentration of life-cycle assessment software providers.
• Software and platforms represent the largest offering segment, while services, including consulting and life-cycle assessment support, account for a meaningful share.
• Life-cycle assessment and product footprint modeling is the largest solution category, followed by emission factor and life-cycle inventory databases.
• Manufacturing, construction and building materials, and food and agriculture are the largest end-user industries, reflecting product regulation and supply-chain pressure.
• The EU Carbon Border Adjustment Mechanism, the Ecodesign for Sustainable Products Regulation, and the Digital Product Passport are moving carbon accounting to the product level and driving demand.
• The shift from secondary emission factor databases toward supplier-specific primary data is reshaping measurement and driving demand for data exchange.
• Product carbon footprinting is increasingly integrated into product design, procurement, and ecodesign, extending value beyond compliance.
• Asia-Pacific is projected to be the fastest-growing region, driven by export exposure to product carbon regulation and a large manufacturing base.

Another pivotal dimension of this transformation is the rapid emergence of ‘Digital Product Passports’ (DPP) and primary data exchange networks. The market is witnessing a move away from reliance on generic secondary emission factors toward the exchange of high-fidelity, primary data between suppliers and manufacturers. This ‘value-chain digitalization’ is being accelerated by interoperability standards that allow different software platforms to securely share carbon data, effectively creating a transparent digital thread that follows a product from raw material extraction to end-of-life. Furthermore, the industry is witnessing a significant move toward ‘portfolio-scale footprinting.’ The adoption of AI and machine learning is revolutionizing the field by automating the mapping of Bill of Materials (BOM) to environmental databases, enabling companies with thousands of SKUs to generate accurate footprints in a fraction of the time previously required. Simultaneously, the market is experiencing a convergence of Life-Cycle Assessment (LCA) and corporate carbon accounting, as organizations realize that product-level granularity is the only way to achieve credible Scope 3 emission reductions. The convergence of these trends—design integration, primary data exchange, and AI-driven automation—is positioning product carbon footprint software as the indispensable foundational technology for the global transition toward a circular and low-carbon economy.

Market Segmentation Analysis

The global product carbon footprint software market is segmented by offering (software & platforms and services), solution type (life-cycle assessment (LCA), primary data exchange, environmental product declarations (EPDs), and carbon accounting), end-user industry (manufacturing, consumer goods, electronics, automotive, chemicals, construction, and others), and geography. The study evaluation includes industry competitors and analyzes the market at the country level.

Based on Offering

By offering, the software & platforms segment is expected to hold the largest share of the global product carbon footprint software market in 2026. This dominance is driven by the urgent need for manufacturers to adopt scalable, cloud-based solutions that can manage complex life-cycle data across global operations. The segment includes specialized LCA software, automated footprinting engines, and supplier engagement portals. However, the services segment is projected to register a significant CAGR during the forecast period. The growth of this segment is fueled by the increasing demand for technical advisory, data verification, and implementation services, as companies seek expert guidance to navigate the complexities of new environmental regulations and ensure the scientific validity of their carbon disclosures.

Based on Solution Type

By solution type, the life-cycle assessment (LCA) segment is expected to hold the largest share in 2026. LCA remains the gold standard for quantifying environmental impacts, and the integration of LCA methodologies into automated software is a primary driver of market adoption. Conversely, the primary data exchange segment is projected to grow at the fastest CAGR. This rapid growth is driven by the intensifying focus on Scope 3 emissions and the realization that accurate carbon accounting requires real-world data from suppliers rather than industry averages. The development of secure data-sharing protocols and the implementation of ‘Digital Product Passports’ are key catalysts for this segment.

Based on End-User Industry

By end-user industry, the manufacturing segment is expected to be the major contributor to the market share in 2026. The sector’s significant environmental footprint and the high complexity of industrial products make it a primary user of footprinting software. Meanwhile, the electronics and automotive segments are witnessing rapid growth. This is driven by the intense regulatory focus on battery sustainability and the increasing demand from consumers for transparent information on the carbon intensity of high-tech devices and electric vehicles. The consumer goods sector is also adopting these tools to support ‘eco-labeling’ initiatives and meet the sustainability requirements of major retailers.

Geographic Analysis

In 2026, Europe is expected to account for the largest share of the global product carbon footprint software market, representing approximately 38% of the global revenue. The region’s leadership is anchored by a highly advanced and comprehensive regulatory framework that mandates product-level environmental transparency. The implementation of the EU Green Deal, the Carbon Border Adjustment Mechanism (CBAM), and the Ecodesign for Sustainable Products Regulation (ESPR) has established a high floor for carbon accounting, forcing thousands of companies to invest in enterprise-grade software solutions. Europe is also home to many of the world’s most established LCA software providers and life-cycle inventory databases, fostering a mature ecosystem of environmental expertise. Furthermore, the region’s strong focus on the ‘Circular Economy’ is driving the demand for software that can track impacts across multiple life cycles. The key companies operating in the European market include PRé Sustainability (SimaPro), GreenDelta (openLCA), SAP SE, and Siemens AG.

North America holds a substantial market share, representing approximately 28% of the global market in 2026. The region’s position is driven by the increasing demand from institutional investors for climate risk disclosure and the implementation of low-carbon procurement policies at the federal and state levels. The United States is the primary driver of this regional market, featuring a high concentration of innovative climate-tech startups and a mature technology sector that is integrating environmental data into broader supply-chain management platforms. The adoption of product carbon footprinting in North America is also being accelerated by the requirements of major multinational retailers, who are demanding detailed carbon data from their suppliers. Furthermore, the region’s leadership in AI and cloud computing is facilitating the development of next-generation footprinting engines. The key companies operating in the North American market include Sphera, IBM Corporation, Microsoft Corporation, and Autodesk, Inc.

Asia-Pacific is projected to be the most dynamic and fastest-growing region in the global product carbon footprint software market, registering the highest CAGR during the forecast period. This rapid expansion is primarily driven by the region’s dominant role in global manufacturing and its significant export exposure to markets with stringent carbon regulations. As manufacturers in China, Japan, India, and Southeast Asia face the prospect of carbon taxes and ‘green’ trade barriers in Europe and North America, there is an unprecedented surge in demand for verified product carbon data. China’s focus on ‘Green Manufacturing’ and its expansion of domestic carbon markets are transformative policy drivers. Furthermore, the rapid digitalization of the Asian manufacturing sector is enabling the adoption of integrated environmental monitoring solutions. The key companies operating in the Asia-Pacific market include regional subsidiaries of global leaders and a growing number of domestic technology integrators focused on the electronics and textile sectors.

Latin America and the Middle East & Africa (MEA) represent critical emerging frontiers for the product carbon footprint software market. In Latin America, growth is driven by the expansion of sustainable agriculture and mining, where companies are utilizing software to demonstrate the low-carbon credentials of their commodities to international buyers. In the Middle East, the market is propelled by ambitious government-led development plans, such as Saudi Arabia’s ‘Vision 2030,’ which include massive investments in sustainable infrastructure and renewable energy. These nations are early adopters of advanced environmental modeling to manage their energy transition and optimize the footprint of large-scale construction projects. In Africa, the market is in its early stages but shows potential as international investors require more rigorous environmental disclosure from companies operating in the region’s resource and manufacturing sectors. The key companies operating in these regions include global providers who partner with specialized local agencies to provide technical expertise and data localization.

Competitive Landscape

The global product carbon footprint software market is competitive and fragmented, spanning established life-cycle assessment software providers, dedicated product carbon footprint platforms, sector-specific specialists, emission factor database providers, and enterprise software vendors. Participants compete on methodological rigor, database coverage and quality, primary data and supplier engagement capability, integration with engineering, procurement, and enterprise systems, sector expertise, and the ability to scale across product portfolios. Established life-cycle assessment providers compete with newer platforms that emphasize automation, data exchange, and integration.

A key competitive trend is the convergence of life-cycle assessment, primary data exchange, and ecodesign into integrated platforms that scale footprinting across product portfolios, supported by artificial intelligence and enterprise integration. Enterprise software and engineering vendors such as SAP, Siemens, and Dassault Systèmes are embedding footprinting into product and supply-chain systems, while dedicated and sector-specific providers differentiate through databases, automation, and domain expertise. Partnerships among software providers, database owners, data exchange networks, and industry consortia are accelerating adoption, and the emphasis on primary data and regulatory compliance is favoring providers that can deliver accurate, verifiable, and scalable product footprints.

Key Players

The key players operating in the global product carbon footprint software market include Sphera (U.S.), PRé Sustainability (SimaPro) (Netherlands), GreenDelta (openLCA) (Germany), Ecochain (Netherlands), Makersite (Germany), One Click LCA (Finland), CarbonCloud (Sweden), Carbonfact (France), Minviro (U.K.), Worldly (Higg) (U.S.), CO2 AI (Boston Consulting Group) (France), Carbmee (Germany), Cozero (Germany), Tanso (Germany), Sweep (France), Watershed (U.S.), Greenly (France), Normative (Sweden), Vaayu (Germany), SAP SE (Germany), Siemens AG (Germany), Dassault Systèmes (France), Autodesk, Inc. (U.S.), ecoinvent (Switzerland), Carbon Trust (U.K.), IBM Corporation (U.S.), Microsoft Corporation (U.S.), and Emitwise (U.K.).

Key Questions Answered in the Report—

• What is the projected size of the global product carbon footprint software market by 2036?

The global product carbon footprint software market is projected to reach USD 10.2 billion by 2036.

• What is the expected CAGR for the market during the forecast period?

The market is expected to grow at a CAGR of 20.7% from 2026 to 2036.

• Which geographical region is expected to hold the largest share of the market in 2026?

Europe is expected to hold the largest share, representing approximately 38% of the global revenue.

• How is the EU’s CBAM regulation impacting the demand for footprinting software?

CBAM mandates the disclosure of carbon intensity for imported goods, forcing manufacturers to adopt software for accurate accounting.

• What is the role of AI in scaling product-level carbon footprinting?

AI automates the mapping of Bill of Materials to environmental data, enabling portfolio-scale assessments that were previously impossible.

• Why is ‘primary data exchange’ considered the fastest-growing solution segment?

Accurate carbon accounting requires real-world data from suppliers to replace industry averages and achieve credible Scope 3 reductions.

• Which end-user industry is the largest contributor to the market share?

The manufacturing sector is the major contributor due to its significant environmental footprint and product complexity.

• How is the integration of footprinting into PLM software reshaping the market?

It allows environmental impact to be considered as a core design constraint during the earliest stages of product development.

Scope of the Report:

Product Carbon Footprint Software Market Assessment — by Offering

• Software & Platforms
• Services (Advisory, Verification, Implementation)

Product Carbon Footprint Software Market Assessment — by Solution Type

• Life-Cycle Assessment (LCA)
• Primary Data Exchange & Supplier Networks
• Environmental Product Declarations (EPDs)
• Carbon Accounting & Reporting
• Others

Product Carbon Footprint Software Market Assessment — by End-User Industry

• Manufacturing (Industrial, Machinery)
• Consumer Goods (Apparel, Food & Beverage)
• Electronics & High-Tech
• Automotive & Transportation
• Chemicals & Materials
• Construction & Real Estate
• Others

Product Carbon Footprint Software Market Assessment — by Geography

• North America (U.S., Canada)
• Europe (Germany, France, U.K., Italy, Spain, Rest of Europe)
• Asia-Pacific (China, Japan, South Korea, India, Australia, Rest of Asia-Pacific)
• Latin America (Brazil, Mexico, Rest of Latin America)
• Middle East & Africa (UAE, Saudi Arabia, South Africa, Rest of MEA)

Table of Contents

1. Introduction

1.1. Market Definition

1.2. Market Ecosystem

1.3. Currency and Limitations

1.3.1. Currency

1.3.2. Limitations

1.4. Key Stakeholders

2. Research Methodology

2.1. Research Approach

2.2. Data Collection & Validation

2.2.1. Secondary Research

2.2.2. Primary Research

2.3. Market Assessment

2.3.1. Market Size Estimation

2.3.2. Bottom-Up Approach

2.3.3. Top-Down Approach

2.3.4. Growth Forecast

2.4. Assumptions for the Study

3. Executive Summary

3.1. Overview

3.2. Market Analysis, by Offering

3.3. Market Analysis, by Solution Type

3.4. Market Analysis, by End-User Industry

3.5. Market Analysis, by Geography

3.6. Competitive Analysis

4. Market Insights

4.1. Introduction

4.2. Global Product Carbon Footprint Software Market: Impact Analysis of Market Drivers (2026–2036)

4.2.1. Product-Level Carbon Regulation: CBAM, ESPR, and Digital Product Passport

4.2.2. Supply-Chain Requirements and Low-Carbon Procurement

4.3. Global Product Carbon Footprint Software Market: Impact Analysis of Market Restraints (2026–2036)

4.3.1. Data Availability, Quality, and Methodological Complexity

4.4. Global Product Carbon Footprint Software Market: Impact Analysis of Market Opportunities (2026–2036)

4.4.1. Primary Data Exchange and Interoperability

4.4.2. AI-Enabled Portfolio-Scale Footprinting

4.5. Global Product Carbon Footprint Software Market: Impact Analysis of Market Challenges (2026–2036)

4.5.1. Comparability, Verification, and Database Dependence

4.6. Global Product Carbon Footprint Software Market: Impact Analysis of Market Trends (2026–2036)

4.6.1. Integration of Footprinting into Ecodesign and PLM

4.6.2. Sector-Specific Platforms and Environmental Product Declarations

4.6.3. Convergence of LCA, Primary Data, and Corporate Carbon Accounting

4.7. Porter’s Five Forces Analysis

5. Industry Ecosystem / Value Chain

5.1. Introduction to the Product Carbon Footprint Software Value Chain

5.2. Emission Factor and Life-Cycle Inventory Databases

5.3. Life-Cycle Assessment and Footprint Modeling Platforms

5.4. Primary Data Exchange and Supplier Networks

5.5. Verification, EPDs, and Reporting

5.6. Manufacturers, Designers, and Value-Chain Participants

6. Competitive Landscape

6.1. Introduction

6.2. Key Growth Strategies

6.3. Competitive Dashboard

6.4. Vendor Market Positioning

6.5. Market Share / Ranking Analysis

7. Product Carbon Footprint Software Market, by Offering

7.1. Introduction

7.2. Software & Platforms

7.3. Services

7.3.1. Consulting & LCA Support

7.3.2. Implementation & Managed Services

8. Product Carbon Footprint Software Market, by Solution Type

8.1. Introduction

8.2. LCA & Product Footprint Modeling

8.3. Emission Factor & Life-Cycle Inventory Databases

8.4. EPD Generation & Reporting

8.5. Primary Data Exchange

8.6. Ecodesign & Product Optimization

9. Product Carbon Footprint Software Market, by End-User Industry

9.1. Introduction

9.2. Manufacturing

9.3. Construction & Building Materials

9.4. Food & Agriculture

9.5. Chemicals & Materials

9.6. Automotive

9.7. Consumer Goods & Retail

9.8. Electronics & Technology

9.9. Other Industries

10. Product Carbon Footprint Software Market, by Geography

10.1. Introduction

10.2. Europe

10.2.1. Germany

10.2.2. United Kingdom

10.2.3. France

10.2.4. Nordic Countries

10.2.5. Rest of Europe

10.3. North America

10.3.1. United States

10.3.2. Canada

10.4. Asia-Pacific

10.4.1. China

10.4.2. Japan

10.4.3. South Korea

10.4.4. India

10.4.5. Rest of Asia-Pacific

10.5. Latin America

10.5.1. Brazil

10.5.2. Mexico

10.5.3. Rest of Latin America

10.6. Middle East & Africa

10.6.1. GCC Countries

10.6.2. South Africa

10.6.3. Rest of Middle East & Africa

11. Company Profiles

(Business Overview, Financial Overview, Product Portfolio, Strategic Developments, SWOT Analysis)

11.1. Sphera

11.2. PRé Sustainability (SimaPro)

11.3. GreenDelta (openLCA)

11.4. Ecochain

11.5. Makersite

11.6. One Click LCA

11.7. CarbonCloud

11.8. Carbonfact

11.9. Minviro

11.10. CO2 AI (Boston Consulting Group)

11.11. Carbmee

11.12. Sweep

11.13. Watershed

11.14. SAP SE

11.15. Siemens AG

11.16. Dassault Systèmes

11.17. ecoinvent

11.18. Carbon Trust

11.19. Other Players

12. Sustainability Impact Analysis

12.1. Enabling Product-Level Decarbonization

12.2. Informing Ecodesign and Low-Carbon Material Choices

12.3. Improving Transparency and Comparability of Product Footprints

12.4. Supporting Circular Economy and Sustainable Consumption

13. Appendix

13.1. Questionnaire

13.2. Available Customization

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