Application data becomes a learning asset
Acquisition, mining, cleaning and engineering annotation organize field records into material, operating-condition and response datasets.
UniFracLearns.
Learn from each application. Improve the next treatment.
Connect material products, field applications, governed data and machine learning with design, execution and treatment interpretation. Turn engineering practice into a continuous optimization cycle.
Request a product demoMATERIAL & FIELD SAMPLES
Material formulationFormation & completionTreatment & response
MACHINE LEARNING & PHYSICS
Training convergence
PREDICTION-DRIVEN OPTIMIZATION
Materials & applicationData preparationModels & designExecution & feedback↻
END-TO-END LEARNING & OPTIMIZATION
Materials, data and models evolve in one loop.
Models enter the workflow
Pressure forecasting and program planning feed IPPS design optimization and FracPilot rolling forecasts, putting model capability into engineering workflows.
Engineering outcomes inform the next application
Material delivery, risk response, fracture interpretation and post-stage review inform subsequent designs and model development.
BRING THE SYSTEM TO YOUR FIELD