Measurement technologies and digital-twin ocean intelligence (advanced ocean modeling + standard monitoring unit) to quantify and optimize ocean-based operations in real time. Provides real-time performance metrics, forecasts, site-selection and operational design support, continuous monitoring, and data for carbon and biodiversity crediting.