Agentic AI in Logistics — From Data Infrastructure to Operational Intelligence
Viktoria Kindesjö
Sustainability & Customer Success Manager
Summary
This white paper, co-authored by Smart Freight Centre (SFC), SINE, Way Data Technologies and Pathfinder, explores how agentic AI can support better decision-making in logistics. It looks at how AI can help businesses respond to complexity, improve performance and support the transition to electric freight, but only when it is applied with high-quality data and the right analytical tools.
Developed in the context of discussions at Smart Freight Week 2026, the white paper examines the growing role of agentic AI in logistics. As transport and supply chain businesses look for ways to reduce inefficiencies, respond faster to change and improve decision-making, the paper highlights a central theme: AI’s potential is significant, but its effectiveness depends on the quality of the data and systems behind it.
For Pathfinder, this is especially relevant in the transition to electric freight. Electrification requires a detailed understanding of routes, duty cycles, vehicle suitability, charging requirements, depot constraints and commercial viability. These are complex, multi-variable challenges where AI can add real value by helping teams assess options more quickly and confidently.
By combining shipment data with vehicle energy modelling and charging intelligence, Pathfinder helps carriers, logistics service providers and shippers identify the transport flows that are both viable and profitable to electrify. The white paper reinforces that AI delivers the greatest impact when it is used to enhance expertise through strong data foundations and advanced operational tools.
Key takeaways
AI is most effective when built on high-quality data.
In logistics, AI should enhance expertise rather than replace it.
Electrification planning depends on multi-variable operational analysis.
Download the white paper at SFC website (Smart Freight Centre)
Further reading: To read more about Pathfinder’s participation at Smart Freight Week and the conversations that led to this whitepaper, click here.