Multiphase flow modeling
Oil and gas flow systems are built from interconnected pieces — wells, pipelines, risers, manifolds, separators, compressors — each with its own constraints. Physics-first models capture essential behavior when instrumentation is incomplete.
Pipeline network optimization
We build a modular physics-based model of the system and reconcile it with operating data. Deliverables often include virtual flow metering, flow allocation across networks, and what-if tools for operations planning.
Anomaly detection
Where AI is used, it is used selectively: to accelerate calibration, classify patterns, or detect changes — without replacing governing physics. Abnormal behavior becomes easier to justify because it is backed by a model that respects the physical constraints of the asset.
