Rave Coffee

"Normally, trained coffee cuppers will use the SCA standards to manually grade and sort coffee. However, this is a very time-consuming task," says Rob Hodge, a Director at Rave Coffee. "While the idea of using AI to sort the specialty coffee beans is a fantastic one, it's important that the quality of these beans doesn't decrease. Typically, cuppers in Brazil and elsewhere will be trained to identify a specialty bean and a standard bean based on a range of different metrics. However, manual testing requires inspecting, roasting and tasting coffee samples, which can be an incredible time-consuming process. If AI can be used to sort specialist green coffee beans from standard coffee beans, that would not only speed up the sorting process, but also ensure that the quality of all organic, green coffee is consistent."

As part of the study, four different machine-learning algorithms review images of the coffee beans. By looking for the presence and concentration of certain molecules, including caffeine, chlorogenic acids and catechin, the AI system is able to understand what is considered a specialty bean and what is a standard coffee bean. "In order to be classified as a specialty green coffee bean, it must score higher than 80 on the SCA scale," Rob continued, "that ensures a consistent quality across specialty coffee beans, which goes to create a consistent, high-quality taste in the coffee you drink at home." The AI System is currently able to assign a number to each coffee bean, differentiating between specialty and standard beans. "What's most impressive," says Rob, "is the speed at which these machines are able to identify a quality bean from a standard one. Not only does it eliminate the need for roasting and tasting, it can handle a large number of beans at once, speeding up the entire tasting process, while still adhering to the SCA's guidelines."

Currently, Rave Coffee doesn't use AI sorted coffee beans. While AI does look like it will, one day, be a core component of coffee bean production and sorting, Rave believes in the skill of highly-trained growers and coffee sorters.