Insights & case studies

Operator notes and documented results.

Real operating situations and practical articles, written from inside the work: availability, suppliers, planning, sourcing, and how AI agents remove the repetitive work in between. Six case studies with the situation, the approach and the outcome, and thirteen articles that each end with a decision rather than a summary. No theory without a decision attached, and no content written by someone who has not run the operation being described.


Case studies

What did the work actually change?


Articles

What should you read first?

Availability · 6 min

Out of Stock Is Customer Experience in Real Time

“The lost sale is the smallest part of the bill.”

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AI Agents · 7 min

From Daily CSV Reports to an AI Supply Chain Agent

“Every operations team has one report that quietly eats a person.”

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Suppliers · 6 min

Supplier Performance Is Not a Feeling

“Ask three people which supplier is the worst and you get three confident answers.”

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Operations · 6 min

The Signal Must Arrive Before the Product Becomes Shrink

“Shrink reports are obituaries.”

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Planning · 8 min

How to Build Initial Inventory for a 6,000-SKU Location

“Launch planning is a master data stress test.”

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Availability · 6 min

Availability Is Revenue

“Most companies track availability the way they track office plants.”

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Operations · 5 min

Your Business Does Not Need Another Dashboard

“A dashboard is passive by design.”

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Planning · 6 min

Forecast Versus Actual: Where Planning Models Really Break

“Aggregate forecasts are comfortable and wrong.”

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Planning · 6 min

Replenishment Is Risk Management, Not Ordering

“If replenishment is one person and one spreadsheet, you do not have a process, you have a personality.”

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Operations · 7 min

Growth Is Easy to Sell and Hard to Fulfill

“Nobody writes case studies about the campaign that worked and the warehouse that did not.”

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Sourcing · 6 min

Landed Cost Without Surprises

“The most dangerous number in eCommerce is a margin calculated from the supplier invoice.”

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Sourcing · 7 min

How to Qualify a Manufacturer Before Placing a Large Order

“Every factory says yes to volume.”

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AI Agents · 8 min

Build vs. Buy vs. Customize: How to Choose AI for Your Supply Chain Team

“Every supply chain leader is currently being sold two stories.”

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