Solutions - DAR Solutions

I. Water Management, IOR, and EOR

Optimize waterflooding, manage water shut-offs, and predict well flow with machine learning

Solution	What It Does	Key Features
Dynamic Waterflood Optimizer GeoAgent	Combines real-time SCADA data with historical production to continuously recommend injector/producer rate adjustments that maximize pattern sweep efficiency and field NPV	Agentic workflow triggers on SCADA events Pattern-level optimization Material balance checks
Water Shut-off Candidate Selector GeoAgent	Identifies wells where mechanical or chemical water shut-off treatments will yield the highest economic benefit by analyzing water cut trends, production history, and geology	Ranks candidates by NPV Integrates logs and completion records Physics-guided ML model
Automatic Well Flow Prediction DAR Solutions	Forecasts oil, gas, and water rates for individual wells using hybrid physics-informed models that honor reservoir mechanics while learning from production data	Decline curve + ML ensemble Uncertainty quantification Bespoke model per asset

Predict ESP failures, optimize frequencies, and implement virtual flow meters

Solution	What It Does	Key Features
ESP Failure Predictor GeoAgent	Uses motor current, vibration, temperature, and intake pressure to detect imminent ESP failures days or weeks in advance, enabling proactive maintenance	Early warning alerts Failure mode classification SCADA integration
ESP Frequency Optimizer GeoAgent	Runs nodal analysis plus ML-based reservoir inflow models to recommend the VFD frequency that maximizes net oil production while avoiding pump wear-out	Auto-adjusts frequency Nodal + ML hybrid approach Protects equipment health
Virtual Flow Meter (VFM) DAR Solutions	Estimates real-time oil, water, and gas rates from pressure, temperature, and choke settings without physical multiphase meters, reducing CAPEX	Physics-informed NN Calibrated to test data Continuous soft sensor
Workover Rate Predictor DAR Solutions	Forecasts post-workover production uplift and duration, helping prioritize interventions that deliver the best ROI	Workover type classifier Economics-driven ranking Historical success rate analysis

Optimize infill drilling locations and completion designs with data-driven insights

Solution	What It Does	Key Features
Infill Drilling Spot Locator DAR Solutions	Synthesizes reservoir simulation, seismic data, and analog well performance to pinpoint locations where new infill wells will yield maximum incremental reserves	Heatmap of prospectivity Integrated reservoir model Offset well learning
Optimal Completion Designer DAR Solutions	Determines ideal stage spacing, proppant mass, and fluid volumes for hydraulic fracturing by learning from offset completions and geology	ML + frac simulator Geology-aware recommendations Cost vs. uplift optimization