TECH
AI reshapes how ships and ports operate

Algorithms optimize routing, maintenance, and risk in floating supply chains

K-IMS System. Image by Kongsberg.

Artificial intelligence is moving from trial to daily use across maritime operations. From voyage planning to predictive maintenance, AI tools are cutting costs and reducing risk for fleets and ports alike.

Here are real deployments advancing the field:

  • Singapore to trial AI digital twin of its port. In the second half of 2025, Singapore’s Maritime and Port Authority will test a digital twin of its Tuas Mega Port. The system models vessel movements in real time, using AI to forecast congestion and optimize crane scheduling.

  • Wärtsilä expands AI predictive maintenance across CMA Ships. In February 2025, Wärtsilä signed a lifecycle agreement covering 14 container ships. Its Expert Insight service uses AI to detect anomalies and predict equipment failures weeks in advance, reducing downtime and fuel waste.

  • Kongsberg enhances AI voyage optimization. Kongsberg Digital integrated its Coach Solutions software with Vessel Insight in 2024–2025, providing real-time AI-driven routing and fuel performance data. Operators report fuel savings of up to 7% on long-haul routes.

  • Orca AI boosts collision-avoidance at sea. Golden Ocean Group adopted Orca AI in 2025 to enhance situational awareness across its dry bulk fleet. The system uses computer vision and AI to detect hazards, aiming to cut close-contact incidents by 40%.

  • Windward applies AI to sanctions and compliance. In August 2025, Windward launched an AI system that validates trade documents against real-world vessel activity. It helps insurers and regulators detect sanctions evasion and document fraud in near real time.

Orca AI. Image by Orca AI.

That’s not all: OSI’s AI-enabled ECPINS collision-avoidance aid entered sea trials in August 2025, showing how decision-support tools are becoming standard. Analysts expect AI-driven operations to double by 2030, with adoption spreading from ports into barges, offshore platforms, and floating infrastructure hubs.

—TFI

The Floating Institute is all about advancing knowledge of the global floating economy.

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