10 Supply Chain AI Prompts That Solve Real Problems (Not Generic ChatGPT Nonsense)

Stop wasting time on generic AI prompts. These 10 supply chain prompts generate actionable frameworks in 15-30 minutes.

Global Supply Chain Council and Casey Tremblay

Jan 16, 2026

∙ Paid

You have used ChatGPT or Claude for supply chain work. You know the result: generic advice. “Analyze your supply chain.” “Build a risk matrix.” Vague. Unusable.

The problem is simple. Generic prompts produce generic output.

What you need is different. You need prompts designed around real supply chain challenges. Prompts that force the AI to think through your specific situation. Prompts that generate frameworks you can use immediately.

That is exactly what this article covers. Ten supply chain prompts. Battle-tested. Specific. Immediately actionable.

Each prompt solves a genuine high-stakes problem. Each one takes 15-30 minutes. Each one produces output you can use today.

No theory. No fluff. Just working prompts for working supply chain professionals.

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A guest post by

Casey Tremblay

Casey Tremblay is a senior analyst at Optiva with a deep focus on supply chain and sustainability. With extensive experience in analyzing market trends on supply chain optimization, Casey brings a wealth of knowledge.