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Notes on systems, AI, and the seams between.

CRM • Aug 2026

The CRM nobody owns is the CRM that fails

The model isn’t usually the problem. It’s the data underneath it — disconnected, unowned, and…

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CRM • Aug 2026

Why most AI pilots stall before production

The model isn’t usually the problem. It’s the data underneath it — disconnected, unowned, and…

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Data • Nov 2025

Hello world!

Welcome to WordPress. This is your first post. Edit or delete it, then start writing!

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