United StatesEnergy and utilities2025 – ongoingLiberty Energy
AI in frac operations: Sentinel sand-truck scheduling and FracPulse predictive maintenance
Liberty Energy's CEO said its Sentinel AI cut the sand trucks it needs by 30%
Problem
Hydraulic fracturing jobs depend on a steady flow of sand trucks and on equipment that does not fail mid-job. Scheduling roughly a million truck trips a year and spotting equipment problems early were hard to do by hand.
Approach
Liberty built two AI programs. Sentinel forecasts sand-truck demand and schedules every truck. FracPulse, used at Liberty's remote monitoring center, analyzes about 1 billion data points a day to anticipate maintenance problems.
Results
Takeaway
The 30% truck reduction is the CEO's claim as reported by Fortune, with no external check.
Categories
- Industry
- Energy and utilities
- Business function
- Production and qualityLogistics and supply chain
- Innovation type
- Process innovation
- AI technology
- OptimizationPredictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Fortune profile of Liberty Energy. It describes Sentinel, which schedules sand trucks, and FracPulse, which anticipates equipment maintenance problems from real-time data. CEO Ron Gusek said the AI had led to the elimination of 30% of the needed trucks.
Full details are in the original sources.