Blueprint
Port OPS Blueprint
Driving efficiency, smart insights, and a seamless digital future.
Port OPS Blueprint Description
Last updated: 2026-03-18
This blueprint provides a comprehensive solution for optimizing maritime port operations through real-time data analysis and AI-driven decision-making. It integrates with existing port infrastructure to enhance efficiency, safety, and throughput — covering everything from vessel tracking and crane scheduling to predictive maintenance of critical assets.
Blueprint Category
Logistics
Complexity
High
Scene Preview
Use Cases
Terminal Operations & Vessel Plan Management
Stack Yard Storage Optimization
Internal Cargo Flow and Congestion Management
Port to Warehousing Routing Optimization
Key Capabilities
GIS and Non-GIS scenario creation
Plan and simulate operations on a unified map canvas.
What-if Simulations
Stress test capacity, weather and demand scenarios.
Live Operational and Historical Data Integration
Blend live telemetry with historical baselines.
Interactive KPI Dashboards
Operations command view for shift leads.
Automated Reporting and Analytics
Scheduled reports for regulators and partners.
Technical Requirements
Hardware Requirements
- Self-hosted LLM Judge: 6+
- Remote LLM Judge: 2+
- Minimum Memory: 1GB (512MB reserved for Elasticsearch)
- Storage: varies by log volume and model size
- Network: Ports 8000 (API), 9200 (Elasticsearch), 27017 (MongoDB), 6379 (Redis)
Software Dependencies
- Elasticsearch 8.12.2
- MongoDB 7.0
- Redis 7.2
- FastAPI (API server)
- Celery (task processing)
- Python 3.12
- MLflow 2.22.0
AI Models used in Port OPS Blueprint
Image Recognition V3
Identify images and aid applications like scene analysis and object detection.
Gate Congestion Classifier
Analyses CCTV footage to classify congestion levels at port gates.
Cargo Anomaly Detector
Identifies unusual patterns or damages in cargo using scanner data.
Connected Assets
CCTV Streams
Camera
IoT Gate Sensors
Sensor
Docking Camera 4
Camera
Sensor Gateway B-07
Gateway
Gate Sensors Alpha
Sensor
