LLM in freight investment
We designed the strategy to integrate a “Freight GPT” system into a freight trading platform - improving the accuracy and efficiency of its operations.
LLM strategyPricing modelIntegration
// The challenge
Where it started.
A freight trading platform needed to price each shipment accurately and disseminate information to users efficiently.
// Our approach
- 01
Designed a strategy to integrate Freight GPT into the trading platform.
- 02
Built pricing that uses shipping congestion, seasonality and cargo type.
- 03
Created an assistant to disseminate information to users.
- 04
Focused the initial rollout on specific ports in the South China Sea.
// The outcome
What it delivered.
per-shipment
pricing
live
congestion + seasonality
assistant
for users
Each shipment priced from live, multi-signal data.
Improved accuracy and efficiency of platform operations.
An assistant that surfaces the right information to users.
// More case studies