UC-024
Rig Reliability & Maintenance
Predicts failures on critical rig assets, forecasts spare-parts demand and sets the maintenance calendar in one closed loop.
26-34Build Duration
100x+Indicative ROI
The Challenge
Unplanned downtime averages ~27 days per rig per year at ~$38M cost, and supplier capacity is the top disclosed operational risk. CMMS data is split across legacy estates.
How It Works
- Ingests telemetry and CMMS data for seven critical asset classes on every rig.
- Predicts failures at 7/30/90 days and forecasts spare-parts demand per SKU per rig.
- Issues a 12-month maintenance calendar per rig and optimized inventory policies.
What It Removes
- Unplanned downtime discovered only when it hits
- Spare-parts stock-outs on critical rig assets
- CMMS data split across legacy estates
Input Data RequirementsRig telemetry for BOP, top drive, mud pumps, drawworks, thrusters, generators, riser tensioners, CMMS records
Output FormatFailure predictions at 7/30/90 days, spare-parts forecast, inventory policy, maintenance calendar
“I see the failure coming with weeks to spare, and the part is on the rig before we need it.”