Management Cycle.

Phase I: Advanced Planning & Characterization

Seismic, logs, core, & offset well data

Define stress fields, IOC, brittleness

Multi-phase, complex fracture modeling

Optimize well spacing, landing zones, and pad design

Phase II: Precision Drilling & Completion

MWD/LWD to stay in optimal zone

Auto-drillers & vibration mitigation

Engineered & sequenced frac design

MSFV, chemical tracers, & downhole sensors

SCADA, PI gauges, chemical tracers, microseismic, fiber optics DTS/DAS

Rate transient analysis, decline curve analysis

Integrate disparate data into unified cloud-based data lake

Dynamic Model Calibration

History Matching, Constantly update model with real-world data

AI/ML Powered Diagnostics

Identify fracture hits, cluster efficiency, depletion patterns

Forecast EUR, optimize drawdown strategies, and plan refrac candidates

Real-time KPIs, forecasts, & alerts

Adjust choke settings, pump rates

Based on predictive candidate selection

Infill drilling, future pad design

Closed - Loop Detection Engine

End - User: Reservoir/Production Engineer