For underwriters, “real time” doesn’t necessarily mean live pricing changes by the hour. It can mean earlier detection of loss patterns – like specific injury types, failure modes, fraud vectors, or third-party litigation trends) and earlier intervention – through risk advice, revised appetite, tighter endorsements, or claims triage changes that reduce leakage.