The core pain point is a critical shortage of radiologists, leading to diagnostic backlogs, delayed treatment, and clinician burnout from repetitive analysis. Manual interpretation of scans is time-consuming, subjective, and prone to human error, especially for subtle findings. This creates a significant business risk: longer patient wait times, potential for missed diagnoses, and inefficient use of high-cost imaging equipment and specialist staff time.













