With Agentic AI at the core, Linqhaul transforms logistics from a rule-following system to a self-optimizing, decision-aware network. Linqhaul’s Agentic AI architecture powers an autonomous logistics ecosystem built to understand, reason, and act. At its core is our logistics-native reasoning framework—a logistics-native reasoning framework that adapts and improves with every transaction.

We leverage a proprietary Linqhaul Language Model (LLM) trained on your enterprise’s unique supply chain data, further enriched by real-time operational signals from GPS, weighbridges, ERP, sensors, and gate systems. These insights are operationalized by embedded AI agents—modular, task-specific intelligence workers that operate independently across planning, execution, and compliance layers.

Each agent is configurable through our Persona Builder, enabling businesses to deploy custom agents for dispatch planning, permit tracking, dock scheduling, gate control, reconciliation, and more. These agents continuously evolve through retrieval-augmented generation (RAG) and adaptive learning loops, ensuring their logic becomes sharper, their actions more accurate, and their value more strategic over time.