Introduction Institutions rarely fall because a threat is invisible. They fall because the threat is visible, structurally important, and institutionally inconvenient. Early Palantir showed this clearly. Agencies had the data, but their reasoning environment was fractured. They denied the weakness because acknowledging it meant dismantling entire categories of tools, roles

AIVO Journal — Governance Analysis Many enterprises now use AI assistants to help staff compare suppliers, summarise competitors, understand products, and interpret market narratives. Too many executives assume these systems behave like reliable analysts. They do not. The trust problem is not theoretical. It is observable, measurable, and economically relevant. Below