Intelligence Systems

The repeatable pattern — curate sources, structure them, let AI extract and validate — applied to whole domains of life, turning raw history into something you can ask.

The point is the word pattern. People, content, email, trips, marketing — these look like five separate projects, and they're not. They're one machine pointed at five datasets: choose the sources deliberately, give them a structure, let AI extract, let rules validate, ask questions of the result.

Which is why the sixth costs almost nothing. The expensive part — deciding the shape — was paid once. Everything after is data.

They compound, too. People intelligence makes trip intelligence better (who was there, what they like); content intelligence sharpens what you write about the rest. Separate systems would each start from zero; instances of one pattern share a spine.