MAIT - Modular Analytics & Intelligence Toolkit

Marine equipment intelligence platform combining real-time monitoring, historical analytics, performance baselines and AI-assisted diagnostics.

MAIT is an equipment intelligence platform for main engines, generators, HVAC and other vessel systems. It collects and retains operational telemetry, builds equipment-specific performance baselines, tracks deviations and long-term drift, and combines this information with AI-assisted diagnostics. MAIT acts as a continuous intelligence layer between machinery and engineer, helping identify developing issues and understand changes in equipment behavior before alarm thresholds are reached.