Now it had become necessary to search new materials and implementation of those materials for manufacturing industries due to huge consumer pressure and new environmental policies. Because of this, in the recent years, the use of natural fibers as reinforcement in thermoplastic and thermosetting matrices has gained much interest, due to their good qualities such as low cost, low density, huge availability, biodegradability quality, and renewability. So in this aspect sugarcane bagasse fiber is one of the best options due to its availability and also it is an end product in sugar industries. In this paper it is focused on the tensile strength of sugarcane bagasse in the mat form is reinforced with the epoxy resin matrix and how it can be achieved or replaced with existing that is sugarcane bagasse fiber in the discontinuous and random orientation fibers reinforced with the epoxy resin matrix. This study also compares the percentage of fibers reinforced with epoxy resin to increase the strength.