Screening mammography is one of the most effective strategies for detecting early breast cancer and has been proved to significantly reduce mortality. Deep learning-based Artificial Intelligence (AI) solutions help identify cancer. In order to shorten the time, it takes from imaging to diagnosis, AI is being used to automatically flag clinical images with certain markers used to identify anomalies, masses, micro-calcifications, and deformities. Screening mammography is one of the most effective strategies for detecting early breast cancer and has been proved to significantly reduce mortality. Deep learning-based Artificial Intelligence (AI) solutions help identify cancer. In order to shorten the time, it takes from imaging to diagnosis, AI is being used to automatically flag clinical images with certain markers used to identify anomalies, masses, micro-calcifications, and deformities.