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Today, operators are seeking to extract more value from their aging assets by prioritizing production surveillance, modeling, and real-time optimization over new hardware investments.
So what’s actually changing? Some operational questions are guiding this shift.
Capital discipline is changing how upstream teams approach production.
Instead of replacing infrastructure, operators are combining operational data, physics-based models, and analytics into integrated decision systems. These advanced software solutions connect production surveillance, allocation, asset management, and optimization workflows that were traditionally separate.
The result is continuous visibility into well and network performance. KBC’s Acuity™ Virtual Flow Meter (VFM), integrated asset models, and real-time dashboards help operators detect issues earlier and respond faster.
Operators applying these integrated workflows often target lifting-cost reductions of approximately 5–10%. These gains are driven by earlier issue detection, improved allocation accuracy, and faster operational response.
Production optimization is often the fastest place to find additional value.
Today’s optimization approaches combine domain expertise with real-time production data to identify opportunities across wells and facilities. Instead of relying on periodic well tests, operators use integrated dashboards that rank wells by opportunity, guide operational response, and automatically flag deviations.
Virtual flow metering plays a key role. KBC’s Acuity VFM applies multiphase modeling and analytics to estimate oil, gas, and water rates between well tests using existing instrumentation.
By increasing measurement frequency and visibility between tests, these capabilities improve allocation accuracy, accelerate anomaly detection, and support faster optimization across brownfield and unconventional assets. Across many upstream applications, these approaches deliver production efficiency improvements of roughly 2.5–10%.
Facilities of the Future (FotF) extend digital optimization across production, maintenance, and operations.
As offshore and remote fields mature, rising water cut, changing flow regimes, and declining reservoir pressure make operations more complex. Many operators are adopting Normally Unattended Facilities (NUF) supported by centralized Integrated Operating Centers (IOC).
These models combine production monitoring, predictive maintenance, and operational coordination across multiple assets.
The benefits are clear:
Although FotF programs require targeted investment, they can deliver lifting-cost improvements of around 10% per barrel for production operations.
Operators that perform best don’t rely on a single digital tool. They integrate how production is measured, how assets are managed, and how decisions are executed across the asset lifecycle.
Continuous production visibility helps teams detect losses earlier. Integrated asset models predict equipment and flow-assurance risks, while connected workflows accelerate decision cycles across wells, facilities, and asset portfolios.
In capital-constrained environments, this integration becomes a competitive advantage. Operators gain more value from existing assets while maintaining safety and disciplined capital deployment.
One upstream operator recently applied this approach to optimize a gas-lifted production system using integrated asset modeling and virtual flow metering.
Want to see how it works in practice? Read the case study.