SR-11Intermediate
Forecasting with Uncertainty
Produces P10, P50 and P90 production forecasts whose spread is calculated, not chosen to look reasonable.
Subsurface & Reservoir IntelligenceAI
SR-14FoundationalWave 2DomainAI
Automated Reserves Estimation & DCA
In one sentence
Fits decline curves across every well in the field on a consistent basis and keeps the audit trail that a reserves report needs.
The problem
Annual reserves work is a spreadsheet campaign in which each engineer fits curves by eye with different assumptions about downtime, and the auditor spends most of the review reconstructing what was done.
How it works
Automated fitting applies Arps and modified hyperbolic models with consistent rules for downtime handling, segment selection and terminal decline. Every fit stores its parameters, the data window used and who approved it, so the audit trail is a by-product rather than a separate exercise.
Data required
- Monthly or daily production by well with downtime recorded separately
- Well event history: workovers, artificial-lift changes, choke changes
- Economic limit assumptions
- Prior reserves booking for continuity
What you get
- EUR by well with fit parameters and diagnostic plots
- Field roll-up by reserves category with change reconciliation year over year
- Audit package with every assumption and approval recorded
What it cannot do
Decline analysis assumes the future resembles the fitted past under unchanged operating conditions. It has no view on a change in artificial lift, an infill campaign or a facility constraint, and it will fit a confident curve to a well whose decline is entirely caused by a partially closed choke. Event history is therefore mandatory input, not optional.
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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Well Log QC & Missing Log Synthesis
Finds the bad intervals in the log archive and reconstructs curves that were never run, so the field has a complete set to work from.
Subsurface & Reservoir IntelligenceAI - SR-09Foundational
EOR Method Screening
Rules out the EOR methods that cannot work in this reservoir before anyone spends a year simulating them.
Subsurface & Reservoir IntelligenceDomainAI - SR-13Foundational
PVT Modeling & EOS Tuning
Extracts fluid study data from decades of laboratory reports and tunes the equation of state against all of it, not against the one report someone had to hand.
Subsurface & Reservoir IntelligenceDomainAI