PR-01Foundational
Production Forecasting
Forecasts what each well will produce next month, and tells you which wells it is not confident about.
Production & Artificial LiftAI
PR-02IntermediateWave 2AIDomain
Intelligent Well Problem Diagnosis
In one sentence
When a well drops, it names the likely cause — scale, water breakthrough, lift failure, choke or reservoir — instead of only flagging the drop.
The problem
A production engineer covering three hundred wells sees a rate drop and has to open five systems to work out why. Most drops are diagnosed days late, and a share of them are never diagnosed at all — the well is simply carried at the lower rate.
How it works
Rate, pressure, temperature, water cut and lift telemetry are combined into a diagnostic signature, matched against a library of failure patterns built from the operator’s own workover history. The output is a ranked cause list with the evidence for each, and the engineer’s confirmation feeds back as a training label.
Data required
- Daily rates with water cut and GOR
- Wellhead pressure and temperature, choke position
- Artificial lift telemetry where installed
- Workover history with the diagnosed root cause per intervention
What you get
- Ranked cause hypotheses with supporting evidence per well
- Recommended diagnostic step — well test, survey, or intervention
- Field-level pattern report showing recurring failure modes by reservoir
What it cannot do
Diagnosis quality depends entirely on how well past workovers recorded their actual root cause, and most operators record the job performed rather than the cause found. Where that history is thin the system distinguishes reservoir-driven from mechanical decline reliably, and does not resolve further.
Every capability page states a real limitation. If a vendor cannot tell you where their product stops, you are not being told the truth about where it starts.
Related capabilities
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Automated Nodal Analysis
Runs the inflow-outflow calculation for every well in the field on a schedule, instead of for a few wells when someone has time.
Production & Artificial LiftDomain - PR-12Foundational
Workover Candidate Prioritization
Ranks which wells to intervene on next by expected barrels per dollar, with rig availability in the calculation.
Production & Artificial LiftAIDomain - PR-05Foundational
Sucker Rod Pump Card Analysis
Reads the dynamometer card automatically and names the downhole condition — gas interference, fluid pound, worn valve, parted rod.
Production & Artificial LiftAIIoT - PR-09Intermediate
Acidizing Design Optimization
Chooses which wells will actually respond to an acid job, and what volume and placement to use.
Production & Artificial LiftAIDomain