OP9 — Operational Deployment and Regulatory Framework

OP9 is the operational deployment layer of the Constructibility program. OP6b established the spatial field theory of constructibility degradation; OP7 developed survival theory and optimal intervention control; OP8 specified the empirical validation protocol. OP9 now asks: how do these theoretical results translate into deployed systems that can actually monitor, alarm, and intervene in real AI deployments? We specify the full KA monitoring stack architecture, define operationally tractable alarm thresholds derived from the OP7 monitoring latency bound, translate the HJB optimal control into a practical intervention scheduling protocol, develop a regulatory and governance framework for AI systems governed by constructibility theory, and provide concrete case studies for LLM deployment monitoring, clinical AI systems, and critical infrastructure. OP9 is designed to be operationally implementable: every component maps directly to a measurable quantity and a decision rule.