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The vital difference between unstructured and contextualized data

Separating data wheat from chaff is tricky. Understanding how to capture the data that is valuable, however, is the only thing worthwhile.

The buzz around big data is declining. After some disillusionment around its capabilities, there now follows a period where businesses view data utilization as a necessary part of their business models, and as a foundation for  digitalization efforts. But for data to bring business value, you need to know what to look for. In the maritime sector, most of the data that is collected today is sensor data from various systems and equipment on board the vessel. Thousands of data tags are collected every minute. These data can be used in software made specifically for optimizing maritime operations, like asset lifecycle management, operational excellence and energy management. But, and this is vital, only if they are contextualized. Allow us to illustrate.

Getting unstructured data from sensors on board a vessel is like looking at a text with thousands of letters in no specific order, no sensible punctuation and no spacing. In other words, useless. What the recipient needs is something that puts the letters, spaces and punctuation marks in order so that the text becomes readable. You need to have it contextualized. The exact same thing is true for data to become valuable.

But data is still flowing to vessel operators in an unstructured form, and there is a good reason why. Data contextualization requires an asset structure, and those can be tricky and expensive to map out on large and complex assets or systems, like vessels. Because no two vessels are alike, you also cannot replicate the work done on vessel A to vessel B. The process does not scale and has therefore been too expensive. And as a vessel operator you need the asset structure to contextualize data, which in turn allows you to utilize value adding software.

Vessel Insight

Vessel Insight provides vessel-to-cloud data infrastructure ensuring that customers can capture and aggregate quality data from their fleet in a cost effective and secure way.

A few years back, KONGSBERG recognized this market challenge and started looking into what we could do to help. Our long history as a provider of various automation systems, information management systems and system integrator had given us unique insight in what is required to enable ship and fleet digitalization. We therefore created a data infrastructure and subscription-based service that gives maritime operators a low-threshold, viable way to start their digitalization journey. We call it Vessel Insight, and you can read more about it here.

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