hepatoSIGHT^® is a case-finding search engine that helps clinicians quickly identify people at risk of developing liver disease by analysing existing blood test results. It is an intuitive, customisable, and secure system that allows rapid risk stratification of populations, supports proactive clinical intervention, and provides a powerful tool for identifying research cohorts.