A system is provided that includes a tray having a number of compartments for holding liquid samples and partitioning the liquid samples from one another. The liquid samples are prepared by adding an indicator configured to produce a characteristic change in light from the liquid samples when a target microbe metabolizes the indicator while the liquid samples are incubated. The system also includes a light sensor for sensing light from the liquid samples held in the tray while the plurality of liquid samples is incubated. The system further includes a processor coupled with the light sensor and configured to analyze the light from the liquid samples while the liquid samples are incubated to detect the characteristic change in light from one or more of the liquid samples if the target microbe is present in the liquid samples.