It is the time for oil and gas sector is to work on digital transformation system, use maintenance and inspection data from their computerized maintenance management system (CMMS) to identify the critical assets, recognize bad actors, and disclose reasons for corrosion failures. These information can be extracted and utilized to minimize the risk level and define strategies to protect assets from corrosion via advanced analysis techniques associated with big data.