VERTICALS

Strategy and Operations

OBJECTIVE

Identify factors affecting yield and develop an algorithm to predict yield from a well.

SOLUTION

• Segmentation

• Predictive Modelling

SOLUTION DETAILS

• Classified wells into 3 categories based on well characteristics

• Identified variables and their ranges having the most impact on Oil and Gas production

• Identified well completion types resulting in enhanced output

• Developed predictive models having 85% accuracy in predicting yield