AI for the Mining Industry: LithologIQ

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Analysis of drill cores in the mining industry

The mining industry relies on decisions based on geological data collected in the field. The mineralogical analysis of drill cores remains a slow, manual, and costly process that requires specialized geologists to work on it for weeks. LithologIQ, a company active in the mining sector in Quebec and Canada, has partnered with Explor.ai to apply artificial intelligence to this task, specifically computer vision and machine learning. The goal is to accelerate sample classification, improve the consistency of analyses, and support exploration decisions in the field.

Computer Vision Applied to Mineralogy

Explorai has integrated an AI module that automatically segments drill cores by detecting and structuring their disting sections. Where manual analysis is repetitive and painstaking, this computer vision-based system instantly recognizes geological structures, providing a faster and more robust analytical foundation.

This represents a major leap forward for geologists, enabling access to more accurate date in a fraction of the time. In addition, the segmentation model lays the groundwork for future capabilities such as automated vein identification - an essential lever for optimizing drilling campaigns.

"We entrusted Explorai with developing highly specialized digital tools to calculate metrics from complex images. These analyses were beyond our area of expertise, but Explorai quickly gained a deep understanding of our business, identified the right technologies, and delivered an initial draft. Thanks to our dynamic collaboration, we arrived at a sustainable and scalable solution that added undeniable value to our product."

- Simon Lessard - CEO, Lithologiq

Impact on analysis timelines and exploration decisions

Drill core analysis involves the manipulation of very high-resolution images, with files that can exceed 250 MB. To ensure efficient processing of this massive data, Explorai has designed an optimized infrastructure that enables fast, reliable extraction of relevant information. Artificial intelligence does not replace human expertise - it enhances it by automating repetitive tasks, allowing specialists to focus on the strategic aspects of sample interpretation.

Strategic leverage for LithologIQ and the future of mining exploration

Thanks to this innovation, LithologIQ can accelerate its analysis cycle and improve the quality of results delivered to its clients. Automated core segmentation reduces processing times and minimizes interpretation errors, making the workflow more efficient and dependable. This positions LithologIQ as a player at the forefront of intelligent mining, capble of leveraging the latest AI advancements to better understand subsurface structures and strengthen its predictive models.

The next phase involves expanding the AI module's capabilities, particularly with the goal of automating mineral vein recognition - an essential step in deposit beneficiation. This initiative illustrates how artificial intelligence can transform the mining industry, delivering faster, more accurate, and more actionable insights.

With Explorai, LithologIQ is not just adopting technology - it is using it strategically to redefine the geological analysis standards and increase the overall efficiency of its operations.