Demand Forecasting

2 articles

Model Context Protocol

Emissions, Waste and the Cost of Reading Supply Chain Records Late

Where supply chain emissions actually come from in a wholesale network — empty miles, buffer inventory, expedites and dwell — and why the reduction levers available without capital expenditure are all reading problems rather than routing problems.

Read 17 min read

Data Integrity

Reconciling Complex Logistics Data Safely: Methods for Data Reliability

Why automated systems produce confident wrong answers in supply chains, and four practical methods — better questions, reranking, embedding adapters and tuning — that keep answers tied to real records.

Read 9 min read