i4QLRT is a collection of optimisation micro-services that use simulation to evaluate different possible scenarios and propose changes in the configuration parameters of the manufacturing line to achieve improved quality targets. i4QLRT AI learning algorithms develop strategies for machine parameters calibration, line setup and line reconfiguration.