With the advent of cloud computing technologies, a paradigm of migrating on-premise cloud storage management to multitenant cloud storage management is been an active challenge for the researchers. Storage management in cloud environment aims to enhance performance of the data center by efficiently optimizing the underlying storage resources. The vital concept behind the centralized multitenant storage management is defining an integrated platform for data analytics, collection and governance which in turn increases the efficiency and effectiveness of the multitenant storage environments. This paper introduces an optimized multitenant cloud storage framework that incorporates the storage data analytics that suggest the service recommendation for the storage administrator. In addition, secured cloud storage architecture is presented to assure the security of the data stored in the multitenant cloud storage system.