Maritime Logistics in 2026: Port Operations Software at Major Ports

Port operations are critical infrastructure for global trade. Major ports — Singapore, Shanghai, Rotterdam, Antwerp, Los Angeles, Long Beach, Hamburg, Busan, Dubai — handle tens of millions of containers annually. When they slow down, global supply chains stall. The software stack that runs major ports has substantially modernized over 2020-2026, with AI deployment, increased automation, and substantial digital twin investment. This post walks through what’s actually deployed.

What ports actually do#

A major container port operation has substantial complexity:

Vessel scheduling and berth allocation — which ships dock when at which berths.

Container yard management — where containers are stored, accessed, and tracked.

Ship-to-shore crane operations — loading and unloading containers.

Yard equipment — straddle carriers, rubber-tyred gantries, automated stacking cranes, terminal tractors.

Gate operations — trucks arriving and departing.

Customs and regulatory coordination — substantial documentation and compliance work.

Vessel traffic management — coordinating ship movements in the port and approaches.

Cargo handling — both containerized and break-bulk cargo.

Tanker operations for liquid bulk.

Rail integration for landside cargo movement.

The scope is substantial; the software accordingly.

Terminal Operating Systems (TOS)#

The core software at any major container terminal is the Terminal Operating System.

Major TOS vendors in 2026:

Navis (Kaleris) — Navis N4 is among the most-deployed TOS globally.
CyberLogitec — TOS Plus, with substantial Asian market share.
TBA — TBA Trinity has substantial deployment.
CONTPark — Indian developer with substantial regional deployment.
In-house TOS at the largest operators (PSA, DP World, Hutchison have substantial in-house systems).

The TOS handles container tracking, equipment dispatch, yard planning, berth scheduling, and the operational orchestration. TOS implementation is a multi-year project at major ports; replacing TOS is one of the most-consequential decisions a port operator makes.

Port Community Systems (PCS)#

Beyond the TOS, Port Community Systems coordinate across the substantial port ecosystem — shipping lines, terminal operators, customs, port authority, freight forwarders, truckers.

Major PCS deployments:

Singapore’s TradeNet and PORTNET — substantial multi-stakeholder coordination.
Rotterdam’s Portbase — community platform.
Hamburg’s Dakosy — established community system.
Antwerp’s NxtPort — modern community platform.
Los Angeles/Long Beach Port Optimizer — recent investment.

PCS systems are about data sharing across stakeholders that historically operated in silos. The integration is substantial; the benefits (predictability, reduced demurrage, smoother flows) are real.

Automation deployment#

Port automation has progressed substantially.

Automated container terminals — where significant operations run without human operators on equipment:

Rotterdam Maasvlakte II — substantial automation.
Long Beach Middle Harbor — automated terminal.
Singapore’s Tuas Mega Port — among the most-automated globally as it scales.
Hamburg Container Terminal Altenwerder — substantial automation since 2002.
Yangshan Phase 4 (Shanghai) — substantial automation.

Specific automation types:

Automated stacking cranes (ASCs) for yard operations.
Automated guided vehicles (AGVs) for container movement.
Automated quay cranes with substantial productivity.
Remote-controlled cranes as transitional step.

The automation produces productivity gains, safety improvements, and 24/7 operational capability. The trade-offs are substantial capital cost and workforce transition challenges.

AI integration#

The 2024-2026 evolution has added substantial AI:

Yard optimization — AI for container placement and retrieval planning.

Berth scheduling optimization — AI for vessel-to-berth assignment.

Computer vision — container damage detection, label verification, equipment monitoring.

Predictive maintenance for equipment.

Vessel ETA prediction — AI-augmented arrival prediction across weather, port congestion, route conditions.

Truck dispatch optimization — for the substantial truck flow in and out of ports.

Digital twin#

Substantial digital twin deployment at major ports:

Real-time 3D representation of port state — vessels, containers, equipment, traffic.

Operational simulation — testing scheduling and configuration changes without operational risk.

Predictive analytics layered on digital twin.

Visualization for operators — substantial productivity gain from improved situational awareness.

Major ports including Singapore’s Tuas, Rotterdam, Hamburg, and Antwerp have substantial digital twin investments.

The cybersecurity dimension#

Port systems are critical infrastructure with substantial cybersecurity attention.

Recent incidents — Maersk’s NotPetya impact (2017), various other shipping company incidents — have produced substantial cybersecurity investment.

Regulatory attention — substantial under NIS2 in EU, similar frameworks elsewhere.

Operational technology security — separate from IT security, with specific industrial protocol considerations.

The integration with vessel and supply chain#

Port operations integrate with substantial upstream and downstream systems:

Shipping line systems — vessel schedules, cargo manifests, exception handling.

Customs systems — clearance, duty, compliance.

Truck telematics — for landside cargo movement.

Rail operations for ports with rail integration.

Inland depots for container empty management.

Supply chain visibility platforms — Project44, FourKites, plus the various.

Where pdpspectra fits#

Our data engineering practice has worked with port operators and the broader maritime sector on platform integration, AI deployment, and operational analytics.

Port operations software is critical infrastructure. Talk to our team about your maritime platform.