Valaris plc is one of the world's largest offshore drilling companies, with operations across 6 continents and a diverse rig fleet of ultra-deepwater drillships, versatile semisubmersibles and modern jackups. Valaris IT chose to leverage DeepIQ's 2nd generation DataStudio software to ingest all business system data into their data lake and deliver integration reports using this capability.
In the digital world, data scientists have a linear journey to ROI. For them, building a machine learning model, graduating it to an A/B test environment and pushing it to production when proven is a streamlined process. We, the industrial data science practitioners, have a much more convoluted job. In a three-part article series, we delve on the topic of how to tackle these challenges head on.
In this whitepaper, we first explain the challenges in geospatial analytics. Then, we explain how DeepIQ addresses these challenges leveraging your execution environment for scalability and customizability.
In this whitepaper, we will explain the challenges in Master Data Management. We will dive into the traditional approaches to manage master data, and then show how DataStudio solves these challenges.
DataStudio's built-in connectors for industry standard data historians (e.g. Pi System from OSIsoft) enable seamless fetching of time series data, data cleansing, and data preparation for ML model building exercises and real time execution of validated models.