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
23 January 2026
A strategic pivot away from Russian crude in recent weeks tees up the possibility of improved US-India trade relations
23 January 2026
The signing of a deal with a TotalEnergies-led consortium to explore for gas in a block adjoining Israel’s maritime area may breathe new life into the country’s gas ambitions
22 January 2026
As Saudi Arabia pushes mining as a new pillar of its economy, Saudi Aramco is positioning itself at the intersection of hydrocarbons, minerals and industrial policy
22 January 2026
New long-term deal is latest addition to country’s rapidly evolving supply portfolio as it eyes role as regional gas hub






