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Logistics & Freight Forwarding

Autonomous Logistics Broker & Multi-Carrier Tracking Engine

Real-time tracking system connecting 100+ Air and Maritime vendors with conversational MCP status querying.

101+ Airlines Connected

Air Carriers

Air & Ocean Freight

Coverage

Model Context Protocol (MCP)

Query Interface

The Problem

A freight broker's value is real-time shipment visibility, but chasing 100+ carrier portals by hand destroyed that advantage.

Airway bills and container numbers live behind dozens of different login portals, each with its own format. Staff logged into portal after portal to check status, assembled fragmented answers, and usually replied to clients with stale data. Tracking was a black box at the exact moment clients needed clarity.

  • Manual checks across 100+ carrier portals
  • Fragmented, often stale shipment status
  • Slow internal replies while clients waited
  • No unified view across air and ocean freight

The Solution We Built

We built a unified tracking layer with scraper connectors for over 100 air and maritime carrier portals, all feeding one normalized status stream. Automated push alerts notify the team the moment a shipment moves, clears, or hits an exception.

On top of the data layer we exposed a Model Context Protocol (MCP) server, so internal teams can ask questions in plain language. The AI broker pulls the relevant tracking data and answers instantly inside their AI workspace.

  • 101+ carrier connectors normalized into one status stream
  • Automated status and exception push alerts
  • MCP server enables natural-language tracking queries
  • Unified air and ocean visibility in one interface

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