This prospective, randomized, controlled, single-center study evaluates whether an AI navigation planning system used during Transurethral Resection of Bladder Tumor (TURBT) can improve recurrence-free survival in patients with non-muscle invasive bladder cancer. Participants are randomized to receive either standard TURBT surgery or standard TURBT with AI-assisted real-time tumor identification and resection margin guidance. The primary outcome is recurrence-free survival, with secondary outcomes including surgical duration, intraoperative blood loss, perioperative bleeding, and complication rates. The study aims to provide high-level evidence on the clinical utility of AI-assisted surgical navigation in bladder cancer treatment.