Are predictive AI models actually outsmarting the global shipping market or just chasing ghosts?
AI models now analyze satellite imagery, sentiment analysis, and social chatter to anticipate ocean freight fluctuations.
Physical shipping delays often cause arbitrage opportunities to evaporate before cargo ever reaches the terminal.
Supply chain models are compromised by legacy ERP silos, unstructured emails, and error-prone manual documentation.
Training AI on historical spot rates often means embedding years of manual data entry errors into operations.
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