Spatial / Formation / Geometry Agent
Detects local formation, adaptive search radius, depth proxy and lateral-length proxy from nearby wells.
Transforming basin-scale data into predictive insights, risk-aware decisions, and autonomous operational intelligence.
Spatial / Formation · Analog Selection · Decline-Curve · Transformer Forecasting · Ensemble & Uncertainty
Seismicity & Faults · Injection · Geology & Subsurface · Geomechanics & Pressure · RRC Regulatory Compliance
Basin-scale oil, gas, water, well-performance and forecasting intelligence transformed into predictive well-level insights.
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Detects local formation, adaptive search radius, depth proxy and lateral-length proxy from nearby wells.
Selects the most relevant nearby analog wells using location, formation, geometry and production history.
Builds decline-curve forecasts and production trajectories from analog-well history and fitted decline parameters.
Generates a DCA-anchored 60-month production forecast using Transformer-based sequence modeling.
Combines forecast signals and quantifies uncertainty for P10, P50 and P90 production outcomes.
Integrate SWD injection performance, nearby seismicity, subsurface connectivity, operational constraints and AI-driven optimization into a unified, risk-aware injection and induced seismicity decision framework.
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Maps nearby seismic events, fault systems, event clustering and seismicity trends to assess seismic exposure and potential injection-related risk.
Analyzes injection-well locations, disposal and other relevant injection volumes, injection rates and pressure records around the selected location.
Evaluates basin setting, geologic formations, injection intervals, subsurface geometry and possible pathways between injection zones and nearby faults.
Evaluates injection-pressure behavior, pressure-communication indicators, geomechanical constraints and potential fault-reactivation conditions.
Reviews applicable Texas RRC reporting requirements, permit conditions and injection limits to flag potential regulatory-compliance issues.