DR-04Intermediate
Wellbore Stability Prediction
Predicts the mud weight window that keeps the hole open — not too light and it caves, not too heavy and it fractures.
Drilling IntelligenceAIDomain
DR-07IntermediateWave 3AIDomain
Drilling Fluid Design Optimization
In one sentence
Recommends the mud formulation for the next section based on what worked in comparable sections, and what it cost.
The problem
Mud programmes are inherited from the last well and adjusted by habit. The link between a rheology choice and the hole-cleaning or stability outcome is rarely quantified after the fact.
Fluid is one of the three largest line items on a well AFE, and additive spend is where most of the waste sits.
How it works
A case-based model matches the planned section against historical sections by lithology, angle, hole size and temperature, then ranks the fluid systems used by their measured outcome: stability events, hole-cleaning index, dilution volume and total additive cost.
Recommendations are presented as a comparison table with the evidence behind each, not as a single prescriptive answer.
Data required
- Historical mud reports with full rheology, solids and additive consumption
- Section outcomes: losses, stability events, stuck events, dilution and discard volumes
- Offset lithology and temperature profiles
- Additive pricing from the supply contract
What you get
- Ranked fluid system options with expected cost and risk for the planned section
- Additive consumption forecast and a dilution plan
- Post-section reconciliation of planned versus actual fluid cost
What it cannot do
The model is only as good as the mud reporting discipline in the archive, which in most operators is weak: additive volumes are frequently reported to the nearest sack and dilution is under-recorded. We assess the archive before committing to a confidence level, and in several fields the honest answer has been that the data does not support this capability yet.
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.
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Real-Time ROP Optimization
Rate of penetration is how fast the bit makes hole. This recommends the weight and rotation speed that make it fastest without wrecking the bit.
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Early Kick Detection & Well Control
A kick is formation fluid entering the wellbore. Left unchecked it becomes a blowout. This watches eleven sensor streams and warns the crew minutes earlier than pit-volume alarms do.
Drilling IntelligenceAIIoT - DR-05Intermediate
Stuck Pipe Prediction
Warns that the string is becoming hard to move, typically twenty to sixty minutes before it stops moving at all.
Drilling IntelligenceAI