ABA Models
Acid rock drainage prediction with AI: run ABA and humidity cell tests per the GARD Guide, model results in PHREEQC, and see where machine learning fits.
All
AI 129
Exploration & Target Generation 64
Geospatial Modeling 56
Machine Learning 44
AI Agents 39
Computer Vision 18
Anomaly Detection 17
Process Optimization 15
Hyperspectral Imaging 12
Drilling & Blasting Operations / Blasthole Analysis 11
Time-Series Forecasting
Environmental Studies
Environmental impact forecasting for mines: feed dust, noise, vibration and water sensor data to Envirosuite EVS Industrial to predict impacts 72 hours out.
Marketing and Sales Department
Commodity market forecasting for mine sales: satellite-based supply and demand models from DBX Commodities plus flow data from Kpler or Wood Mackenzie.
Mining Predictions Report
Mine production forecasting starts by moving daily, weekly and monthly predictions from spreadsheets into a web platform like Datamine Syncromine Core.
Transport and Shipping
Concentrate shipment tracking with Kpler or Wood Mackenzie Lens, which fuse AIS satellite data and ML analytics for real-time vessel and cargo visibility.
Water Quality Test
Water quality testing at mines still runs through standard lab LIMS; the AI layer is a custom anomaly-detection model built on your own monitoring data.