GovernedOperation

AI workloads do not become production-ready through model selection, prompt tuning, or isolated prototypes. Amalgus starts with the workload boundary: what the system may access, decide, automate, escalate, block, and prove. From that boundary, we design, validate, and transition the control architecture required for AI systems to operate under real cost, latency, security, evidence, and recovery constraints.