AI-based, non-intrusive real-time ship and port carbon and air-pollutant monitoring using AIS, weather and dispersion data—no onboard equipment required. Maritime cybersecurity (asset identification, vulnerability assessment, network-data analysis, IACS UR E26/E27 compliance consulting) and IT/OT system integration for merchant, government and special-purpose vessels to enable efficient digital transformation.