AI

Who Owns the AI Decision?

Illustrative scene, not a real company case: a late inbound component arrives with too little stock to cover every order. AI suggests reallocating the limited supply and changing the production sequence, but the planner cannot…

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Build a Better Choice Set

Strategic advantage comes from expanding what a supply chain can see, compare and learn from, not simply adding another AI tool. More choices, not more noise A port delay can leave a planning team debating…

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The AI-Using Animal

Thomas Carlyle wrote, “Man is a Tool-using Animal. Weak in himself, and of small stature… without Tools he is nothing, with Tools he is all.” The sentence appears in Sartor Resartus, published in 1831, where…

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When AI Sees but Cannot Act

The most expensive moment in many supply chains is not the moment an exception is discovered. It is the quiet hour after discovery, when a warning waits for a person to open a case, understand…

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Agents With Job Descriptions

A planning department can have six people, six inboxes, and still have nobody clearly responsible when a small component stops a factory. One general purpose assistant holding demand, supply, freight, supplier risk, and master data…

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Inventory Planning Gets Its Agent

A shipment can be physically close to a warehouse and still be financially invisible. The carton has left the supplier, the carrier has scanned it, and the receiving team has not yet made it available…

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Where AI Stops, Judgment Starts

The alert was correct: a shipment would arrive late. The decision was wrong. The system could not see the customer’s launch date, the penalties written into the contract, or the relationship at stake. It identified…

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The AI Collision in Supply Chains

Starbucks scrapped its AI inventory tool after nine months. Nine months. The ordering system that tool was supposed to sharpen had taken years to roll out across thousands of stores, and the most app-loyal retailer…

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The AI Logistics Gold Rush

The phone on a mid-size carrier’s desk rings forty times a day, and forty times a day it is one of four questions. Where is my shipment? When will it arrive? Why is it late?…

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