OUR CLOUD-BASED KNOWLEDGE GRAPH

Cloud Empire is our multi-dimensional data lake - a proprietary, cloud-based index of market information. We collect different types of data in a wide variety of structures and formats. Filtering, cleaning and extracting meaning from it with the aid of machine learning means we can amass and query information in novel ways, uncovering links and insights that others miss.

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We use Amazon Web Services to host our data and a range of services to interpret and visualise it. Our technical platform is all expertly developed and maintained by our in-house team based in the Ukrainian capital Kyiv.

DATA COLLECTION

DEFINE & CRAWL

We understand the low-carbon economy and are familiar with the unique terminology used in industries like energy and transportation. This is crucial in building highly-targeted keyword sets.

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We use these keywords to set our crawlers to work, collecting and storing the most relevant data in.

CLEAN & STRUCTURE

MAP SCHEMAS

All data contains noise and requires a clearly defined structure. Once we store data we then set crawlers to work to define schemas for it - mapping the structure of each bucket of data.

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This is essential and highly skilled work that enables machines to make sense of the information that is stored and query between different stores of disparate data.

ENTITY EXTRACTION

NLP CLASSIFIFERS

Different datasets don't obviously relate to one another in raw form, but by training a set of specialised algorithmic classifiers we can extract meaning and discover non-obvious links between entities.

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As an example this might mean automatically pulling company names or specific technological terms from a news article.

A KNOWLEDGE GRAPH

CUSTOM ONTOLOGIES

Once we store and classify data the process of building domain-specific ontologies for sub-sectors begins. By identifying and categorising objects and their properties we can start to uncover relationships between them.

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Our long-term aim is to have a store of data that can be interrogated with natural language questions and yield meaningful insights - a recommendation engine for doing business in the low-carbon economy.