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Practical AI notes for operating teams.

Articles on where AI actually fits inside procurement, finance, supply chain, and internal workflows.

Latest articles

What Is Hurdle Rate and Why AI Automation Teams Should Care

A practical explanation of hurdle rate for AI automation decisions, with a finance-grounded method to value earlier cash and avoid overbuilding low-impact workflows.

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Why Flat Safety Stock Percentages Kill Cash Flow

Why a single safety-stock percentage across SKUs can drain cash and still leave critical demand exposed, and how teams redesign the policy.

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