The legacy underwriting method is being dramatically altered by innovative machine learning technologies . Instead of relying solely on previous data and subjective evaluations, AI systems can analyze vast quantities of data to pinpoint emerging exposures with increased accuracy . This transition provides considerable gains for financial companies