The Scope 3 Accuracy Gap:
Why “Good Enough” Data Puts Logistics Resilience at Risk

White Paper 

In today’s logistics landscape, the “best” option changes every week.  Carrier execution shifts. Congestion moves. Weather cascades. Geopolitics forces reroutes. Utilization swings.  In that reality, carrier-provided, aggregate historical emissions factors don’t enable decisions; they’re detached from what actually happens in execution.

What the White Paper Reveals:

Across multiple methodologies and carrier tools, we benchmark a real Shanghai–Rotterdam voyage and compare estimates to actual voyage data.

•    Average-based methods missed by up to +416 kg CO₂e per TEU.
•    GLEC methodology overestimated emissions by 8.5 kg CO₂e per TEU.
•    These variances materially distort carrier/service selection, routing, carbon budgets, and compliance exposure. 

From Reporting to Resilience:

To decarbonize logistics, you need execution-grade, high-velocity data and insights that keep pace with operations, so sustainability becomes a daily lever for:

- Carrier and service selection
- Routing and port choices
- Mode shifts and consolidation
- Utilization improvements
- Disruption response (cost, service, CO₂ trade-offs)

Download the white paper to see the complete scenario analysis and what execution-level emissions intelligence enables.

Scope 3 emissions_0226_Ipad_Cover
About VesselBot:
VesselBot is a pioneering technology company transforming the transportation and logistics sector through data-driven sustainability. Our Supply Chain Sustainability Platform empowers organizations to embed environmental intelligence into their logistics operations, unlocking strategic value far beyond compliance. By collecting and harmonizing granular shipment and emissions data across all transport modes, vessels, airplanes, trains, and trucks, we help companies build the data maturity needed to drive smarter decisions. This foundation enables the adoption of AI-powered analytics and prescriptive insights, allowing businesses to operate their logistics networks in a feasible, sustainable, efficient, and effective manner. Our platform not only supports compliance with evolving ESG regulations but also enables cost optimization, risk mitigation, and improved supply chain resilience.
Sustainability becomes a catalyst for innovation and competitive advantage. VesselBot’s global impact has been recognized at the highest levels: Founder and CEO Constantine Komodromos was named to the 2025 TIME100 Climate list, honoured as one of the world’s most innovative leaders driving climate action in business.