A permissioned blockchain can be a good solution for collecting IoT data if you are concerned with making sure the data cannot be tampered with, or deleted, but it does not protect you against the risks of data theft more than a centralized database. Also bear in mind the transaction rate, which will be lower on a blockchain than in a centralized database.