As queues formed at COVID-19 testing clinics across NSW, James Patterson, the technology chief at the nation’s largest public pathology provider, realised there was little he could do to accelerate the “before” aspect of the testing process. But he could speed up the “after”.

Manual notification was prolonging quarantine for thousands who tested negative and raising anxiety levels throughout the community.