Sawing machines used to bring the raw material to the desired dimensions in industrial production companies are of great importance and maintain their identity as an indispensable machine tool in the machine parks of almost all enterprises. Since the saw machines are at the beginning of the production line, it has a great effect on the production efficiency. In this framework, it is aimed to manufacture sawing machines with smart and sustainable production techniques, which automatically optimizes the cutting parameters (cutting speed, surface quality, coolant, lubrication) with the data to be collected from the field and provides error and life cycle estimation on machine equipment.