Artificial Lift

Data Unification is the Missing Link in Upstream AI Optimization

a futuristic looking oil rig — In the oil and gas industry, machine learning is foundational to AI‑enabled maintenance, optimization and operational resilience. (Stock photo)

RR

By

Ram Ramasamy, Siemens

May 28, 2026 02:33 PM CDT

Featured Stories

Acquisitions and Divestitures (A&D)

Post Oak Sells Haynesville Shale Gas Assets After UpCurve’s Permian Exit

Post Oak Energy Capital is unloading two Haynesville Shale portfolio companies just after cashing out of its Permian Basin-backed UpCurve Energy.

Want to Add a Frac Spread? The Pressure-Pumpers Ain’t Got it

Technology & Innovation

So Fly Ash: Coal Byproduct Enters Specialty Proppant Space

Energy Market Transactions

IPO, Perhaps; More M&A, Perhaps Not: Inside Gas E&P and Exporter-to-Be Caturus