Resource and Geo-Metallurgy Predictions
Our resource focused data predictions services offer efficient AI based support throughout the resource definition cycle right from drill programme design through to Geo-metallurgical predictions. This business unit leverages machine learning technologies to augment traditional resource evaluation and optimisation techniques resulting in more efficient use of resources and cost savings..
GEOCHEMICAL DATA ANALYSIS
Using a combination of statistical methods and Machine Learning algorithms, geochemical data can be predicted or categorised/clustering for further analysis and interpretation Predictions using ML can infill missing elemental datasets from historical data, Improve geological domaining, Standardize geological logging. Utilise the full potential of the data collected!
GEO-METALLURGY
Predictions of metallurgical outcomes can be assessed using Machine Learning and advanced statistical techniques.
We can advise on:
Data Collection for predictive outcomes,
Predictive modelling of recovery,
Deleterious elements or reagent consumption,
and relate that information into the resource block model.
INCORPORATION INTO RESOURCE AND FINANCIAL MODELS
Machine Learning predictions come with a level of accuracy which can be incorporated into the exploration, resource and financial models. We estimate these parameters in an agile manner so the client always has relevant information to inform investment decisions and a firm understanding of areas of their project where there is a performance deficit or opportunity.