The introduction of capsule endoscopy marked a pivotal advancement in gastrointestinal (GI) diagnostics, offering a non-invasive approach to visualize the small intestine with exceptional detail. Yet, its full potential was hindered by a persistent challenge: processing over 50,000 high-resolution images per procedure, a task that overwhelmed clinical workflows and demanded hours of tedious manual review. As AI technologies began reshaping medical diagnostics, JINSHAN’s VueSmart emerged as a innovative solution—engineered not just to address inefficiencies, but to redefine what AI-driven capsule endoscopy analysis can achieve through clinical empathy, technical precision, and deep domain expertise.