In this paper MATLAB is used for modeling and testing of the control system. The design of the Auto-Tuning PID controller for interactive Water Level Process by root locus technique and the system modeling can be obtained by integral step response method. The experimental results of the interacting water level process can be illustrated the response of control system and the parameters including the operating point of the process as shown in Table I and Table II