Insights

AI in Operations — What Actually Works

Practical frameworks from the operations trenches. No theory, no hype — what I see after 20+ years in global supply chain.

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AI in Planning

The AI Pilot Graveyard

Most companies have 3-5 AI pilots running in operations right now. Ask how many reached production. Silence.

5 min read
 Leadership & AI

Your CIO Is Not Your AI Problem

AI in operations fails when ops leaders outsource the problem definition. CIO builds the platform — you define the pain.

5 min read
 AI in Planning

The 30-Minute AI Audit

You don't need a consulting firm to find your first AI use case. You need 30 minutes and honest answers.

4 min read
 Data Foundations

Data Foundations Are Not Exciting. That's Why They Matter.

Nobody gets promoted for fixing master data. But every AI project that scaled started there.

4 min read
 Leadership & AI

First 90 Days as CSCO with an AI Mandate

If I walked into a new CSCO role tomorrow with a board-level AI mandate, here's what I would NOT do.

6 min read