The architecture is deliberately offline-first: graceful degradation, on-device persistence, knowledge-over-raw-data distillation, and a self-curating library that compounds capability with use rather than depreciating it. Bring-your-own-key, no data egress beyond the model you elect to call. Mobile-first, responsive, production-minded. This is edge intelligence as a portable asset — sovereign, resilient, and enterprise-shaped.