SERVICES
Geology, Resources and Reserve
Mining
Metallurgy and Mineral Processing
Environment, Community and Mine Closure
Mine economic and project valuation
Technical Reporting
Experts Witness
Digital and AIDigital and AI
In today’s world, data, analytics and AI play a key role in advancing business operations, creating new business models and unleashing process improvement. Big data analytics and cloud tech provide unique opportunities to rethink existing processes to unlock additional value. Our digital experts will help you use advanced technology such as cloud, drone, Artificial Intelligence (AI) and Machine Learning (ML) to create new revenue streams, while ensuring security, quality and regulatory compliance of data. We have a world of experience serving the mining industry. Our solutions help enhance decision making, cost effective and operational improvement across the entire mine life cycle, from project conception to end-of-life operations.
BAW’s artificial intelligence arm combine the worldwide mineral explorers with an outstanding team of data scientists and software engineers to bring a comprehensive skill set to bear on exploration. BAW’s artificial intelligence system, BAWExplorTM, aggregates and structures vast collections of geological data, ensemble machine learning by our suite of algorithms to predict the composition of the subsurface in statistically valid manner. BAWExplorTM is to enable future resource development by breaking down exploration barriers with data driven science, artificial intelligence and machine learning.
BAWExplorTM is today’s Artificial Intelligence Platform for future Exploration.
Phase 1: Integrating historical data and leveraging new usable data
- Scan documents/maps and download digital files
- Make data inventory and know what historical data need to work with
- Compile all data to 2D GIS platform and 3D models to know where is the historical is and how to access it spatially
- Rethink the historical data and craft the new plans
- Merge all the new data including mineral occurrences, Faults, Geology, geochemistry, geophysics, satellite, topography and spatial data into the BAWExplorTM platform to evaluate the mineral potential
Phase 2: Predicting the exploration targets by BAWExplorTM platform
Regional Exploration
- Establish a training set of data points
- Test exploration vectors on the training data set and rank their importance
- Select best suited machine-learning methods and optimizing parameters
- Create machine learning models
- Apply machine learning solutions and create prospectively estimate over the AOI
Near mine exploration
- Perform traditional geoscientific investigative work
- Highlight which variables control the distribution and grades of the deposit
- Combine geological data and interpretations in the 2D and 3D space
- Explore and quantity the different correlations, trends and relationships between the different variables
Phase 3: At the end
- Evaluation of all targets generated using geological modelling, geochemical data analysis, geophysical
- Compare and rank all targets
- Issue recommendations for exploration and a prospectively map
We also deliver the service include:
- Drone survey, remote sensing and control
- Geological and mining software development and training
- Digital solution for mine operation, management and safety
