The Oil & Gas industry is facing increasing demands due to advanced technology and fierce competition. To keep up with these challenges, companies need better management strategies for their systems. These strategies aim to make sure that their equipment is available when needed and operates efficiently, meeting the industry’s high standards. Reciprocating compressors are like the heart of many industrial operations. Reciprocating compressors are used extensively in several industries to compress gas using pistons and even deliver the compressed gas to all appropriate places. The parts of a compressor are essential for its smooth operation. They all work together to produce the necessary output. When any part of a compressor fails suddenly, it causes a loss in production and results in high maintenance costs because repairs have to be done unexpectedly and not according to a set schedule. In this study, we talk about how we decided on the best way to analyze things. Weibull plot and data analysis were used to conduct reliability and maintainability study, with the results being displayed in graphs.