AI Transforms Data Aggregation Speed for Energy Traders

S&P Global's Stephanie Comardelle on Optimizing the Energy Value Chain With AI Michael Novinson (MichaelNovinson) • November 26, 2025

Artificial intelligence has emerged as a critical tool for energy companies seeking to optimize operations from exploration through refinement and distribution. The technology processes massive data volumes to enable scenario analysis, supply chain optimization and real-time decision-making that directly affects profitability and operational efficiency, said Stephanie Comardelle, chief experience officer at S&P Global.

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Traditional data aggregation methods - often spreadsheet-based and time-consuming - created bottlenecks in trading operations. "You can have other automation tools, through other technology, that would aggregate in the background for you. But there's time that's involved in how you then get to the point you have your models driven, you're able to start looking at the data, and then you have to analyze it," Comardelle said ...