- Increase accuracy of target suggestions
- Easily conduct analysis, site-wide and micro-site
- Accelerate exploration pipeline across every stage and all of your mining sites
- Pinpoint locations of new potentially mineralized zones that can be extracted in the future in a more data-driven approach

Unlock Rare Earth Elements Potential with Mineral Forecast Geo AI Advisor
Advanced AI forecasting identifies more viable targets for critical rare earth elements.
“Mineral Forecast's solutions can easily support early exploration, and help to efficiently guide drilling campaigns.”
Rare earth elements (“REE”) mining faces a unique set of challenges: locating scarce, high-quality deposits, meeting growing demand from renewable energy and defense sectors, and reducing environmental impact. Success demands accuracy in resource exploration, technological innovation, and development of closed-loop recycling systems from electronic waste alongside the ever-present need to minimize ecological footprint while ensuring long-term resource availability.
Mining operations that source REEs like neodymium and dysprosium often struggle with low-concentration deposits that nonetheless require accurate exploration data. Additionally, underinvestment in advanced analytics limits cost-effective targeting of viable reserves. Complex processing requirements, stringent regulations, and the technical complexities of extraction methods involving extensive chemical separation and radioactive waste management present additional operational hurdles.
Mineral Forecast’s Geo AI Advisor speeds up exploration by using predictive targeting and advanced data synthesis. The technology models mineralization patterns to prioritize high-potential drilling zones across multiple site types. Integrating geochemical, operational, and geological data optimizes extraction efficiency, minimizes environmental impact, and reduces capital risks while delivering more accurate resource forecasts to ensure sustainable operations.
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RARE EARTH ELEMENTS MINING AI SOLUTION
Mineral Forecast
Geo AI Advisor
Mineral Forecast's Geologist AI Advisor is a geosciences-specific AI platform that helps mining and exploration executives decide where to stake a claim, where to drill, and how to optimize existing sites based on an integrated view of all available data, geologic criteria, and new AI recommendations.

Mineral Forecast accelerates exploration
Identify mineralization patterns for rare earth elements faster
Mining and exploration teams use Mineral Forecast’s Geoscientific AI to identify new targets with the mineralization properties that predict the presence of REEs.
- Process all available project data to understand what controls mineralization at your site
- Minimize the human bias, errors, and guesswork in your mine-site data
- Get a deeper understanding of what controls mineralization at each location
- Gain deep insights for greenfield, brownfield, and existing mine-sites
Features
All-in-one geoscientific AI platform
Mineral Forecast gives geologists and exploration teams looking for high-quality deposits of precious metals a geosciences-specific AI platform that gives new insights and recommendations for where to stake a claim, where to drill, and how to optimize existing sites.
