Data Management for Oil and Gas

Most traditional drilling visualization and analytics are focused on conventional vertical wells. Designing an intuitive experience to co-visualize regional geology, logging-while-drilling data, and predictive analytics was a real challenge, not addressed by existing software. Building real-time updating visualizations in a browser, for easy use by staff on a bandwidth-constrained (satellite) drilling site wifi, as well as geologists and explorers back at company headquarters.

The three types of graph machine learning (graphML) are smart data extraction, data structure analysis, and full graphML. This article explains all three.