Abstract: The present disclosure relates to a system, apparatus, or method for testing of pet products and their resulting impact on pets. Certain embodiments include collecting, at a server, data related to one or more teeth of a pet, where the data results from the testing of the pet product. Certain embodiments also include mapping, by the server, the data to a heatmap representation of the one or more teeth of the pet. The heatmap representation illustrates a statistical analysis of the data. In addition, certain embodiments determine based on the statistical analysis of the data illustrated in the heatmap representation an impact of the pet product on the one or more teeth of the pet.

Abstract: The present disclosure relates to a system, apparatus, or method for testing of pet products and their resulting impact on pets. Certain embodiments include collecting, at a server, data related to one or more teeth of a pet, where the data results from the testing of the pet product. Certain embodiments also include mapping, by the server, the data to a heatmap representation of the one or more teeth of the pet. The heatmap representation illustrates a statistical analysis of the data. In addition, certain embodiments determine based on the statistical analysis of the data illustrated in the heatmap representation an impact of the pet product on the one or more teeth of the pet.

Abstract: A device that is configured to obtain input data for an animal that is a member of the canid family is provided herein. The input data includes a first array having a first plurality of entries, where each entry within the first plurality of entries contains a numerical value that indicates an amount of a type of bacteria that is present within a sample from the animal. The device is further configured to input the input data for the animal into a machine learning model that is configured to receive the input data for the animal and to output an animal age value based at least in part on the input data for the animal. The animal age value identifies a predicted age for the animal. The device is further configured to obtain the animal age value from the machine learning model and to output the animal age value.

Abstract: The present disclosure relates to a system, apparatus, or method for testing of pet products and their resulting impact on pets. Certain embodiments include collecting, at a server, data related to one or more teeth of a pet, where the data results from the testing of the pet product. Certain embodiments also include mapping, by the server, the data to a heatmap representation of the one or more teeth of the pet. The heatmap representation illustrates a statistical analysis of the data. In addition, certain embodiments determine based on the statistical analysis of the data illustrated in the heatmap representation an impact of the pet product on the one or more teeth of the pet.