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Refineries walk a financial tightrope: overestimating batch value results in overpayment and lost margins, while underestimating breeds client disputes and missed business.
The inability to know what is truly present in each ore lot injects a silent, cumulative loss that erodes bottom lines and strains trust with suppliers.
The stakes are high: one batch’s unexpected impurity or richness can offset months of careful planning.
Current batch sampling and pre-assay methods are slow, labor-intensive, and prone to error, making it impossible to assess content precisely and consistently for all shipments at scale.
Analytical gaps, lack of real-time data, and non-uniformity in ore further exacerbate the problem.
Batch sampling, wet chemistry, and conventional fire assays are slow and offer only partial insight, while occasional spot-checks lack accuracy and scalability; modern spectroscopy and in-line analysis are rare or have not reached industrial reliability for widespread deployment.
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This report has been prepared for informational purposes only and does not constitute financial research, investment advice, or a recommendation to invest funds in any way. The information presented herein does not take into account the specific objectives, financial situation, or needs of any particular individual or entity. No warranty, express or implied, is made regarding the accuracy, completeness, or reliability of the information provided herein. The preparation of this report does not involve access to non-public or confidential data and does not claim to represent all relevant information on the problem or potential solution to it contemplated herein.
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