UC-115
Well Integrity Digital Twin
Maintains a physics-based well simulation so what-if scenarios and maintenance strategies are tested before an intervention is committed.
22-36Build Duration
5-18xIndicative ROI
The Challenge
Unplanned interventions cost a 30-well fleet $3M-$8M a year. Engineers judge changes with simplified models and limited precedent, so conservative assumptions stand in for a test nobody can run live.
How It Works
- Ingests material properties, degradation models, production history and intervention records.
- Simulates current and future integrity state under each proposed operating scenario.
- Engineers compare options and see fleet risk ranking before committing a maintenance plan.
What It Removes
- Testing operational changes on a live well
- Conservative assumptions standing in for evidence
- Rig trips booked one intervention at a time
Input Data RequirementsMaterial properties and degradation models, production and intervention history, SCADA and drilling system feeds, KPI definitions and thresholds
Output FormatCurrent and projected integrity state per well, scenario comparison, optimised maintenance schedule, fleet-level risk-ranked dashboard
“I can try the intervention in the model first and show why it was chosen, not just say it felt right.”