In the era of advanced technology, maintaining catastrophe exposure hygiene through effective data controls is paramount in reducing AI model uncertainty. Catastrophe exposure hygiene plays a pivotal role in shaping the accuracy and reliability of artificial intelligence (AI) models within the insurance and financial sectors.