FreightAI
Shipment Decision Support · CIS 508 Team 8

Plan shipments before you commit.

AI-powered transit prediction, risk classification, and cost analysis for supply chain managers. Built on USDOT freight data.

What's inside

Three tools, one workflow.

FreightAI combines machine learning with an AI intelligence layer to give logistics planners the full picture: transit, risk, cost, and actionable recommendations.

⎯
Predict
Enter a shipment profile and get transit time, risk classification, cost estimates, and an AI-generated intelligence narrative in seconds.
→
⏱
History
Every prediction is logged with timestamp, route, and risk level. Export your session as CSV for reporting, or clear and start fresh.
→
↑
Batch Upload
Drop a CSV of shipments and get predictions for all of them at once. Results table with inline risk badges and one-click CSV export.
→
FreightAI
Shipment Decision Support · CIS 508 Team 8

Plan shipments before you commit.

Enter a shipment profile below. FreightAI returns an expected transit window, a data-driven risk classification, and the operational factors driving both, using two machine-learning models trained on USDOT Freight Analysis Framework data.

Shipment Profile
Prediction Results
⎯
No prediction yet
Select a shipment profile and run a prediction to see results here.
Prediction History
⎯
No predictions yet
Run a prediction to see it logged here.
Batch Prediction
↑
Drop a CSV file here or click to upload
Accepted format: .csv with headers
Required columns
origin and destination (required): Full state name (e.g. California) or FIPS code (e.g. 6).
mode: Truck, Rail, Water, Air, Multiple Modes, or Pipeline. Defaults to Truck if omitted.
commodity: e.g. Electronics, Mixed freight, Pharmaceuticals. Defaults to Mixed freight.
trade_type: Domestic, Import, or Export. Defaults to Domestic.
Example CSV
origin,destination,mode,commodity,trade_type California,New York,Truck,Electronics,Domestic Texas,Florida,Rail,Mixed freight,Domestic Washington,Arizona,Air,Machinery,Export