Maintenance strategy updates after class/OEM changes:
AI agents propagate new requirements into vessel plans, spares, and workpacks.
Dry-dock scope planning:
AI agents consolidate inspections, defects, and vendor inputs into synchronized schedules and budgets.
Defect & reliability analytics loop:
AI agents turn defect logs and service histories into validated actions and update core tools.