Challenge brief

<p data-start="0" data-end="179">Global maritime logistics operations across multiple international terminals face ongoing operational and strategic challenges, and this dataset highlights several critical areas:</p> <h2 data-start="181" data-end="219">Operational & Analytical Challenges</h2> <ul> <li>Fragmented visibility across regional hubs (EMEA, APAC, AMER) makes it difficult to understand true operational performance.</li> <li>Variations in cargo movement times between terminals obscure which locations are efficient and which are driving delays.</li> <li>The 2021 Suez disruption introduced volatility that complicates trend analysis and long-term capacity planning.</li> <li>High container volumes at certain terminals may hide inefficiencies in move duration and resource allocation.</li> <li>Limited visibility into terminal utilization versus terminal capacity makes expansion decisions difficult to justify.</li> <li>Certain vessel categories may be creating congestion at specific terminals without clear identification.</li> <li>Lack of clear drill-down from regional hub to terminal level limits accountability and local optimisation.</li> <li>Operational differences across shifts (day vs night) are often not analysed, masking performance gaps.</li> <li>Vessel characteristics such as age and category may influence movement duration without structured evaluation.</li> <li>Difficulty linking terminal-level efficiency to overall movement time reduction weakens executive decision-making.</li> </ul>