Machine learning already sits inside the software that produces a reserves estimate. Regulation S-K Item 1202(a)(7) already requires you to describe the internal controls over that effort. Six questions that bring a stale control narrative back in line with the process you actually run.
Defensible AI has nothing to do with how advanced your models are. It is whether you can reconstruct how an AI-influenced decision was made, who reviewed it, and on whose authority. A six-item checklist for energy operators.
Almost every operator now has an AI pilot that stalled in a corner. The reason is rarely the model — it is governance, traceability, and expert validation. Here is why oil & gas AI pilots stall before production and the readiness checklist that gets them there.
Ask an AI assistant who to hire in oil and gas and the same handful of anchor names come back. The competitive middle of the industry is missing from the answers buyers now see first. Why it happens, where the engines get their answers, and what to do about it.
Your buyers now vet oilfield service companies by asking ChatGPT and Perplexity before they ever reach your site. How to find out what the AI says about your company, why it leaves you out or gets you wrong, and the checklist to fix it.
Drive across northern Pennsylvania today and it’s easy to believe the Marcellus Shale has settled down. The endless lines of…
AI tool approval is a board-level governance decision, not an IT purchase. The seven questions directors should ask before any AI tool touches a material energy decision.
Most energy companies that lose a deal blame the same three things: price, timing, or the incumbent. Almost none of…
Pennsylvania quietly reached a milestone this month that deserves more attention than it received. With the latest distribution of Act…
When I first saw the gas industry coming to northern Pennsylvania, I knew I didn’t want to go back to…
