Operational Clarity

Flow Network Monitor

Physics-based state estimation: full network visibility even when 45% of sensors are missing.

Gathering Network — Field Alpha

Network Topology

A midstream gathering network: 4 production wells feeding into 2 separators, then into a central export compressor. Only 6 of 11 measurement points have active instruments.

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Real-world networks are always under-instrumented. Physics fills the gaps.

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