Interview: How We Use Machine Learning To Detect Faults In Oil Wells

Datagration’s EcoVisor platform uses machine learning to predict failures of artificial lift systems in oil wells with an 80% accuracy rate within a 30-day period. The platform also has scoring mechanisms to highlight underperforming wells and automate financial reporting for oil companies. Datagration uses well history data to train their machine learning models for predicting artificial lift failures.