Why this site exists
Nova and NQIS have evolved through local AI, knowledge organization, grounded chat, dashboards, Auth/RBAC, safety, evidence and governance into a granular capability model. A3.0 read-only is currently prepared as the controlled next step.
The focus is the technical idea, its deliberately defined boundaries and why local auditable AI systems follow a different operating model from pure cloud chatbots.