Rise of the machines
Technology is increasingly replacing the roles of humans across the energy supply chain
The application of machine learning to the oil and gas industry is well underway and has the potential to transform efficiency and working practices across the entire value chain. Atomiton works with majors, and other oil and gas companies, on industrial software that makes their operations more efficient and agile. It offers a “new category of analytics programs”, according to CEO and founder Jane Ren, across field, plant and infrastructure integrity applications. What benefits do artificial intelligence (AI) and machine learning offer? Ren: AI is a broad term for computer programs that leverage data to make better decisions than humans. Machine learning is a narrower category within AI, a
Also in this section
4 December 2025
Time is running out for Lukoil and Rosneft to divest international assets that will be mostly rendered useless to them when the US sanctions deadline arrives in mid-December
3 December 2025
Aramco’s pursuit of $30b in US gas partnerships marks a strategic pivot. The US gains capital and certainty; Saudi Arabia gains access, flexibility and a new export future
2 December 2025
The interplay between OPEC+, China and the US will define oil markets throughout 2026
1 December 2025
The North African producer’s first bidding round in almost two decades is an important milestone but the recent extension suggests a degree of trepidation
