The extraction of natural stone blocks is a complex process that begins in quarries, where large blocks are cut directly from the bedrock. Techniques such as diamond wire cutting or controlled explosives are used to separate the blocks. After extraction, these blocks undergo rigorous inspections to ensure quality and structural integrity before being transported for processing. However, this process is not without risks and losses. One of the main challenges is environmental impact. Although natural stone mining is less aggressive compared to other types of mining, it still requires care with reforestation and preservation of the exploited areas. Additionally, errors during extraction can result in significant material waste due to breakage or cracks in the blocks. Another risk involves worker safety in quarries, as they are exposed to accidents due to heavy equipment usage and adverse conditions. Lastly, there are also potential financial losses caused by inadequate block selection ...