Upstream Expertise

For more than two decades, we’ve worked at the center of upstream oil and gas operations—designing, deploying, and optimizing models that help operators understand their wells, predict performance, and keep production flowing safely and efficiently. Our experience spans the full upstream lifecycle, giving us a deep appreciation for the complex physical processes governing subsurface systems and surface facilities.

We’ve built and supported a wide range of online monitoring and surveillance applications, turning real-time data into actionable insights for reservoir, production, and flow assurance teams. From well integrity indicators to choke performance monitoring, our tools help operators detect anomalies early and maintain reliable, high-quality production.

Our work in virtual flow metering, production forecasting, and data-driven performance modeling combines physics-based principles with modern AI techniques. This hybrid approach produces models that are both computationally efficient and operationally trustworthy—accurate enough for decisions, fast enough for real-time optimization, and transparent enough for engineers to validate and understand.

Beyond production, we bring extensive experience in flow assurance applications: pressure-volume-temperature modeling, hydrate risk detection, multiphase behavior, thermal dynamics, and transient simulations. By blending traditional engineering rigor with today’s rapid development workflows, we deliver solutions that solve the right problems, scale reliably, and bring measurable value to upstream teams in record time.