VesselMind

VesselMind — Aggregated real-time maritime schedule and port-operations dataset: vessel voyage schedules with ETA/ETD refreshed every 15 minutes across 50,000+ vessels, port and terminal operational data (berth availability, handling times, terminal schedules) from 100+ directly integrated terminals and 500+ ports, intermodal rail schedules, derived delay/change event streams from the alerting layer, ocean booking records, and a historical bulk-access archive of all of the above. High-throughput data infrastructure operated by a micro-team: 500+ ports, 50K+ vessels, 100+ directly connected te…

VesselMind offers (Supply Chain, Geospatial, Reference, Alternative) — Continuous 15-minute-cadence schedule records for 50,000+ vessels across 500+ ports and 100+ terminals — at 15-minute granularity this compounds to billions of schedule observations per year — plus the accumulated historical archive exposed through the 'Bulk Data Access' download product; the archive's record count is not published and must be requested.

ETA prediction and arrival-delay model training, supply-chain and freight-planning optimisation, port-congestion and terminal-throughput analytics, inventory and stock-out risk models for importers, carrier reliability scoring, intermodal routing optimisation, maritime supply-chain disruption monitoring, and backtesting of logistics forecasting models against the historical bulk archive

The data is with 3 years of history.

Coverage spans US, UK, Europe, Japan, APAC; Marine; supply_chain, geospatial, reference, alternative; equities.