This $255,991 National Science Foundation project grant supports the development of an automated system for rapid analysis of biopsy samples by Amcyt, Inc. The system aims to increase the efficiency and accessibility of fine needle aspiration biopsy procedures through three automated processes: sample smearing, staining, and image capture. This addresses a critical need to improve biopsy analytics and potentially eliminate up to 20% of failed procedures due to sampling errors. By automating rapid on-site evaluation normally performed by pathologists, the technology could make timely diagnosis and repeat procedures less necessary, reducing costs while improving patient experience. If successful, the system may expand rapid on-site evaluation services to rural areas and small facilities currently unable to afford related staffing. The project aligns with the goals of the NSF Technology, Innovation, and Partnerships program to advance breakthrough technologies addressing national challenges through applied research and innovation.