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Logistics Supply Chain for Businesses
Playbooks and case studies covering logistics supply chain for businesses.
Temporal Fusion vs. LSTM: Pick One for Demand Forecasting
Most TFT-vs-LSTM comparisons optimize for benchmark RMSE on clean data. Here's how the two architectures actually behave in production demand forecasting — covariates, retraining cadence, and serving cost at SKU scale.
How Vahak Onboarded 800K Trucks Without Breaking Its AI
When a transport marketplace adds tens of thousands of new carriers a month, the AI matching model doesn't just slow down — it gets confidently wrong. Here's the architectural call that separated cold supply from warm supply and stopped the degradation.
Questions to Ask Before Hiring an AI Logistics Partner
A field-tested set of adversarial questions to ask any AI logistics vendor before signing — designed to expose whether they've shipped at real fleet scale or just demoed on clean CSVs. Includes what good and red-flag answers actually sound like.