Traditional quality control for HPLC experiments relies on the expertise of human operators or on hardware enhancements -such as a parallel dual plunger system or optical sensors. However, in high-throughput, fully automated systems like Cloud Labs, these methods are impractical: frequent manual checks are infeasible, and manufacturer-specific solutions compromise the universal compatibility required to operate a diverse set of HPLC systems.