Insights

Never heard of distributional shift? If you’re in shipping, you should read our post on what it is and why you need to know! Put simply – it’s one of the greatest challenges to effectively harnessing data, including the use of artificial intelligence, in every sector – and especially so in shipping. Handling this data phenomenon elegantly is the key to unlocking major efficiency improvements on your ships. Over the past five years of research we have become industry leaders

Have you heard of distributional shift? Are you involved in shipping? If the answers are (no) and (yes), you need to read this! Unless you happen to be one of the small (but increasing) number of data scientists in the shipping domain, chances are you haven’t heard of this phenomenon. But, in fact, it’s one of the greatest obstacles to using data really effectively – not only in maritime, but across every industry. Robustness to distributional shift is the difference between