Articles and Research on Organizational Continuity

An HHS OIG audit of Arizona Medicaid shows that policy authority is not operational governance by itself. Institutions must preserve evidence showing how governing requirements actually constrained decisions and actions.

AI platforms can preserve, search, and export conversations. But a collection of retrievable chats does not preserve how a person’s ideas, evidence, corrections, decisions, and outputs develop across conversations and platforms. That requires continuity.

Heavy AI users are accumulating valuable reasoning, decisions, corrections, and unfinished work inside linear chat histories. GovKM is preparing GAIB—the Graphic AI Browser—for a small private beta that turns supported AI history into a locally processed visual environment users can navigate and inspect.

Organizations already possess most of the information AI needs. What they often lack are durable relationships connecting sources, evidence, authority, context, decisions, actions, records, institutional memory, and future reuse. As AI replaces work once performed by people who informally carried those relationships, Continuity becomes an institutional mandate. GovKM proposes a Continuity Compact among executive leadership, technology, records management, mission leadership, and users to establish the authoritative information environment that humans and AI require to act legitimately through organizational change.

A framework for preserving the relationships between sources, evidence, authority, context, decisions, actions, records, institutional memory, and future reuse

Why preserving information is not enough—and why institutions must preserve the relationships that make knowledge trustworthy across time.