Industry

Oil & Gas

The origin practice. R2 has engineered software for upstream, midstream, and downstream operations since 2010 — reservoirs, ESPs, SCADA, blend economics. Real outcomes, named tooling, defensible decisions.

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R2’s engineering practice was born in oil & gas. Fifteen years of working the actual tooling — HYSYS, OLGA, Merak, OSI PI — across upstream, midstream, and downstream operators. Named clients include ExxonMobil, ConocoPhillips, Schlumberger, Pioneer Natural Resources, Santos, Weatherford, MEG Energy, TransAlta, and Nexen.

How R2 helps

What we ship in oil & gas.

01
Production optimization that pays back.

One operator: 25,000 scenarios evaluated, $52.5M increase in annual margin. Reserves modeling, ESP planning, petroleum economics — we work the actual tools your engineers already trust (Merak, PEEP, SubPUMP, FieldView/Avocet).
02
ESP selection & failure prediction.

SubPUMP + Monte Carlo + Weibull economics for selection ($1.5M saved per well). SubPUMP + MATLAB + Weibull financial economics + five-year forecasts for failure prediction (19% net revenue improvement).
03
SCADA & real-time integration.

OSI PI and IP21 integration and analysis. Production data plumbed into the systems where decisions actually get made — physics-based models, not just dashboards.
04
Blend, pipeline & facility economics.

Blend optimization ($120k/month margin increase, one operator). Pipeline simulation in OLGA, LEDAFLOW, PipePhase. Refinery dashboards in HYSYS + Tableau. SAGD facility sensitivity in HYSYS + MATLAB + AnyLogic.