Introduction

What is LogirAI?

LogirAI is an intelligent cross-border logistics orchestration platform. It replaces fragmented, manual coordination between sellers, freight forwarders, customs brokers, and last-mile carriers with a single automated system.

The Problem

Cross-border e-commerce logistics involves six or more handoffs between independent operators:

1. Seller order creation — the merchant creates a shipment request
2. Origin consolidation — items are grouped and prepared for export
3. International transport — goods move via air, sea, or land freight
4. Destination customs — duties are assessed and clearance is processed
5. Courier routing — a local carrier is selected for final delivery
6. Last-mile delivery — the package reaches the end customer

Today, each step is managed by a different party using their own tools and formats. The result is slow handoffs, inconsistent data, and exceptions that fall through the cracks.

How LogirAI Solves It

LogirAI acts as the orchestration layer across the entire shipment lifecycle:

• State machine — every shipment follows a defined lifecycle with automated transitions
• Document automation — invoices, packing lists, and customs forms are generated and validated in real time
• Landed cost engine — duties and taxes are calculated before shipment, not after
• Smart routing — carriers are selected dynamically based on cost, SLA, and capacity
• Unified tracking — all carrier events are normalized into a single event stream
• Exception management — anomalies are detected automatically and routed to resolution workflows

Who is this for?

• Logistics operators managing cross-border shipments at scale
• E-commerce platforms offering international shipping to merchants
• 3PLs and freight forwarders looking to automate coordination
• Developers integrating logistics automation via API