ContainerTracking.ai

ContainerTracking.ai — A normalised global container-milestone event stream: per-container gate-in / loading / sailing / transhipment / discharge / gate-out events aggregated from 50+ shipping lines and reconciled into one schema, plus the model-generated ETA forecasts that accompany them — yielding predicted-vs-actual transit pairs per voyage. Also lane-level service-routing intelligence (e.g. which named services divert via the Cape of Good Hope vs resume Suez transits, and when), tracked as carrier advisories are issued.. Mid-tier aggregator by self-declared volume (5M+ containers/yr, 50+ …

ContainerTracking.ai offers (Alternative, Supply Chain, Geospatial) — Stated by the vendor: 5 million+ containers tracked per year; coverage of 50+ shipping lines (its own pages claim 93% of global container shipping volume). At ~8-12 milestone events per container journey, that implies roughly 40-60 million normalised event records annually, plus retained historical journey history..

ETA / transit-time prediction model training and benchmarking (predicted-vs-actual pairs are the scarce supervision signal); container-prefix → carrier entity-resolution classifiers; milestone-vocabulary normalisation across carriers (schema-mapping training data); supply-chain disruption and delay-attribution models; Red Sea / Suez routing-diversion intelligence for freight-rate and capacity forecasting; bunker-emissions modelling from realised vs planned routes.

The data is with 5 years of history.

Coverage spans US, Europe, Other, China/HK, APAC; Marine Shipping; alternative, supply_chain, geospatial; equities.