The entity "brain" pattern

A replicable architecture for giving each portfolio company a corpus-in-repo with scheduled refresh and layered surfaces — Slack bot, dashboard module, shared AI project export. Proven on Noble Pacific's deal corpus; the shared project is an export of the brain, not the brain.