Predictive Intelligence

Know delays before
they happen

ML models trained on 50M+ historical voyages analyze port congestion, weather patterns, and carrier reliability to predict ETAs with 94.7% accuracy.


How Cyclos predictions work

Our ML pipeline ingests real-time signals from carriers, ports, weather services, and AIS vessel tracking. The model continuously retrains on outcomes to improve accuracy over time.

1

Data Ingestion

500+ carrier feeds, AIS vessel positions, port congestion APIs, and weather data streams.

2

ML Processing

Ensemble models compare against 50M+ historical voyages, factoring route-specific patterns.

3

Confidence Scoring

Every prediction includes a confidence interval so you know when to trust it and when to investigate.

Cyclos prediction engine

Performance

Accuracy you can stake your SLA on

0%
Overall Accuracy
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Avg Early Warning
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Training Voyages

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