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Ukrainian Researchers Develop AI-Powered 'Brain' for the Mining Industry

Українські вчені створили інноваційний штучний інтелект для оптимізації видобутку корисних копалин. Photo: НВ — Техно

The CM2US Project: Driving Innovation in Mining

On June 22 at 1:00 PM, the CM2US project—short for Critical Minerals and Materials To Unlock Supply—was unveiled. Its goal is to build an artificial intelligence system tailored for the mining sector. This AI will assist in resource distribution, boost production efficiency, analyze data for mineral exploration, and adjust ore processing workflows in real time.

Ryan King, a computational science researcher at NLR, emphasized that the industry needs a more adaptable approach to handling critical minerals. These vital resources—including lithium, nickel, cobalt, graphite, rare earth elements, and copper—are often subject to supply constraints caused by export restrictions, natural disasters, conflicts, or geopolitical shifts. This reality underscores the urgency of adopting new technologies to ensure supply chain stability.

Data Analysis and Adaptive Capabilities

The system being developed under this project will process vast datasets and suggest promising sites for mineral exploration. During ore processing, the AI can assess raw material composition on the fly and autonomously fine-tune operations. For instance, it might recommend adjustments to produce iron concentrate with either 68% or 72% iron content. King also pointed out that processing equipment often remains unchanged for decades, while supply chains and technologies evolve much more rapidly.

Over time, high-grade deposits become depleted, forcing the industry to turn to lower-quality ores or navigate geopolitical disruptions. Regardless of the mineral type, many of the challenges AI can address—such as optimizing grinding, separation, and material recovery—remain consistent, opening up new opportunities for process improvement.

The CM2US project could mark a significant leap forward in mining technology, enabling more efficient and responsive management of critical resources.

This initiative highlights the growing demand for technologies capable of adapting to shifting market conditions and geopolitical influences that impact critical mineral supplies. As resources grow scarcer, such innovations could help maintain industry stability and ensure more effective use of existing reserves. They may also strengthen the global economy by reducing import dependence and boosting the competitiveness of domestic producers.

As the mining industry faces increasing challenges in sourcing critical minerals, innovative solutions are becoming essential. In a related development, the U.S. is exploring how old electronics can provide rare earth metals, highlighting the need for sustainable resource management. This approach complements the goals of the CM2US project, illustrating the broader trend towards leveraging technology for efficient mineral recovery and supply chain resilience.