Combining advanced geoscience with machine learning to find mineral deposits
Tectoniq’s Altiplano Exploration Toolkit
INNOVATION
State-of-the-Art Geoscience
Proprietary Satellite Images
Machine Learning
CALIBRATION
Legacy Geochemical Data
Tectoniq MLTq™
Problem: Rocks are not consistently analysed for our target elements
Opportunity: Large legacy rock geochemistry datasets (more than 23,000 localities)
Tectoniq Solution: Predict missing elemental content of rocks based on their geochemical signature using machine learning
High Performance: Recall of 80-90% for key target elements
PREDICTION
Deployed MLTq™ algorithm spatially into the Altiplano
Tectoniq EleGrid™
Tectoniq SatPro™
Intelligently extrapolate MLTQ™ + EleGrid™ results into ‘white space’ using proprietary satellite images + spatial Machine Learning
Tectoniq Mineralisation Hotspots
Resulting predicted hotspots validated by fieldwork + rock analyses