This research combines AI-driven mathematical modeling with network biology to predict protein-protein interactions involved in cancer metastasis. Key biomolecules were identified and analyzed, followed by the study of natural compounds as potential inhibitors—offering insights into targeted, nature-inspired cancer therapies.