The solution might be falling back into the tank, fit a check valve to stop back flow.
If you imagine Turning off your machine, the pipe that feeds the pump will be full of solution if this solution flows backwards back into the holding tank then once you restart the pump it has to suck air until the solution flows back up the pipe, a check valve stop the backward flow