Articles & Notes

A more complete article list will arrive later; for now, here are the main themes.

Making your systems readable for AI

Why AI adoption starts from data structures, permissions and workflows—not just a ChatGPT API call.

Blockchain use cases beyond speculation

Exploring real cases in loyalty, supply chain, identity and contract automation.