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Turning data into foresight: Reducing operational risks & expenditures in energy

November 14, 2025 by JP Richard-Charman

Energy companies operate in one of the most demanding environments in the world. Equipment runs under extreme conditions, infrastructure ages quickly, and downtime can cost millions of dollars a day. With growing safety, sustainability, and regulatory pressures, the ability to predict and prevent issues before they occur has never been more critical.

Despite the wealth of data generated across wells, pipelines, and processing facilities, much of it goes underutilized. Traditional maintenance approaches, whether reactive or scheduled, rarely align with the actual condition of assets. The result? Higher costs, shorter equipment lifespans, and increased operational risk.

Our Spotfire® Data Science data sheet series, focuses on key use cases within Energy (Oil & Gas) and Manufacturing (Semiconductor Manufacturing). This energy-focused data sheet is part of a three-part series showcasing how Spotfire Data Science helps industries unlock the full potential of their data, driving efficiency, reducing risk, and building a foundation for predictive, intelligent operations.

In this first data sheet of the series focused on the energy sector, specifically, reducing operational risks & expenditures. This data sheet explores how organizations can harness predictive analytics to move from firefighting to foresight.

With Spotfire, engineers can continuously monitor asset performance, detect anomalies in real time, and forecast potential failures before they happen. By applying advanced analytics to sensor data, such as pump vibrations, pressure readings, and flow rates; teams can optimize maintenance schedules, avoid costly unplanned outages, and extend equipment life.

Beyond cost savings, predictive analytics also strengthens safety and compliance by reducing the likelihood of catastrophic failures and environmental incidents. The result is smarter, safer, and more resilient energy operations, powered by data-driven decisions.

Read the data sheet now.

Ready to explore more? Start your free trial now. The Spotfire Data Science trial gives you the freedom to explore your data and gain faster insights for complex problem-solving. Start unlocking full-circle insights in Spotfire Data Science today. 

Categories: Energy, Industry Innovation, Visual Data Science Tags: energy, Spotfire® Data Science

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