Approach uses preventative oyster testing on-site with NIR spectrometry in combination with machine learning and advanced data analysis techniques. The result is a service for rapid on-site assessment of oysters by scanning oyster flesh and uploading the data to a SaaS platform. The solution helps farmers assess oyster quality, growth conditions, evaluating potential risks.