Smart Innovators: Supply Chain And Product Carbon Management

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Executive Summary

Supply chain carbon management and product carbon footprinting are converging as regulators demand granular supplier- and product-level emissions data. This report benchmarks innovation in 14 software providers with Scope 3 and product carbon footprinting capabilities, spanning product compliance, carbon management, supply chain sustainability and lifecycle assessment (LCA) backgrounds. The report examines how vendors support supplier engagement, emissions calculation, data quality and scenario modelling, and highlights emerging innovation in agentic AI, connected product models and carbon data exchange networks. Sustainability, procurement, product and supply chain leaders can use this report to understand the evolving competitive landscape, assess vendor strengths, and select solutions that match their current and future supply chain carbon and product carbon footprinting needs.
Summary for decision-makers
The boundaries between supply chain carbon management and product carbon footprinting are blurring
Regulations and decarbonization goals are raising demand for value chain carbon data
Obtaining primary data from suppliers remains one of the biggest challenges for firms 
AI, product intelligence and data networks are redefining product carbon management
Core capability areas for supply chain and product carbon management
Vendor heritage shapes competitive strengths
Innovation focuses on agentic AI, product intelligence and data exchange networks
Factors firms should consider when purchasing software for supply chain emissions management and product carbon footprinting
Figure 1. Reliance on manual approaches for product carbon footprinting and supply chain emissions management
Figure 2. Background information on vendors included in the report
Figure 3. Supply chain and product carbon management evaluated firms and selection criteria
Figure 4. Supply chain emissions and product carbon footprinting capabilities
Figure 5. Supply chain and product carbon management solution providers: capabilities assessment

About the Authors

Alessandra Leggieri

Alessandra Leggieri

Senior Analyst

Alessandra is a Senior Analyst at Verdantix, specializing in carbon management and software for product carbon footprints. Her research spans over 100 vendors in the carbon ma...

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Ryan Skinner

Ryan Skinner

Research Director

Ryan is a Research Director at Verdantix, where he leads a team of analysts delivering research, data and advisory services that help clients navigate the fast-evolving landsc...

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