Insights

Sand Production Prediction: How ML Sees It Coming

Machine learning now predicts sand production before it erodes your wellbore. Here’s the physics, the models,…
Annular Pressure Buildup Prediction: How AI Sees It Coming

AI models now predict annular pressure buildup in deepwater wells before it cracks casing. Here’s how…
Stuck Pipe Prediction Machine Learning: Essential 2026 Guide

Stuck pipe eats 25%+ of drilling NPT and costs $250M+ a year. See how ML flags…
Frac Hit Prediction Machine Learning: Essential 2026 Guide

Frac hits can gut child-well output by 60-80%. Here’s how machine learning and real-time pressure monitoring…
This Week in Energy AI: Robots on the Rig Floor

McKinsey prices AI’s upstream upside at $230B, Exxon puts robots on Permian rigs, and gas plants…
AI Scale Prediction Before It Chokes Your Well

AI scale prediction reads pressure creep, chemical injection rate, and water chemistry to flag CaCO3 scale…
AI Lost Circulation Prediction While Drilling

Machine learning now flags lost circulation with up to 95.6% accuracy, often minutes before mud losses…
This Week in Energy AI: The Grid’s 60-Day Ultimatum

FERC’s 60-day grid deadline, a $65.5M DOE fund for upstream AI, and the power deals reshaping…
AI Water Cut Prediction: Spotting Breakthrough Early

AI water cut prediction uses machine learning to flag breakthrough weeks before it shows in your…
AI Kick Detection: How Machine Learning Beats the Clock

AI kick detection uses machine learning to flag a well control event up to 100 minutes…