2026-07-07 · industrial product knowledge
Do you need a brand book, or a brand system?
In industrial B2B, a visual guide is only one layer of product communication.
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Notes from building market systems.
I write about industrial product knowledge, catalog-to-market systems, brand systems, and practical automation: how sources become usable, where structure prevents drift, and how software and AI can assist without taking responsibility away from people.
2026-07-04 · ai is not the product
AI is not a universal tool
Industrial catalog work needs a controlled workflow, not a single AI prompt.
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