Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference

A technical paper setting out the five variables (hardware amortisation, power draw, utilisation, request volume, model size) that decide whether on-premise AI inference is cheaper than a cloud API, with a worked illustrative example showing how the crossover point shifts with request volume.