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Recent developments in Artificial Intelligence and Machine Learning algorithms have powered network automation. Mobile Network Operators(MNOs) are now using AI-based modules to automate the network using data authorized in their rented/owned areas for network distribution. But, the problem lies in the restrictive access to data for several MNOs.Blockchain-based data sharing can change this scenario and enhance the AI-powered network systems. There are three different layers of this system, User Layer, System Management Layer, MSP (Membership Service) and Consensus Nodes.