Several automation/AI tools have emerged in recent years, which aim to improve primary care efficiency. The benefits and limitations of these systems are not well understood. NHS England (London) awarded grants of upto £65k each to 11 different pilots across London that ran over about 1 year. This session will share the some of the early learning and outcomes of these pilots.