A method is performed by a system of a host organization for managing read access of data in a blockchain, the system providing a blockchain interface to a blockchain on behalf of a plurality of tenants of the host organization. The method includes receiving a transaction to be stored to the blockchain via the blockchain interface, encrypting transaction data using a key generated by the blockchain interface, dividing the key into a set of shared secrets corresponding to each node in the blockchain network, receiving a request to access the transaction data by the blockchain interface, receiving at least one of the shared secrets from a node in the blockchain network indicating consensus, and decrypting the transaction data in response to receiving the shared secrets.