The present disclosure involves systems, software, and computer-implemented methods for implementing a data transfer control based on information received from connected devices. In one instance, operations include loading an expected usage amount for a group of connected devices. Signals representing actual usage amounts associated with the group are received from at least device in the group. The actual usage amounts can be compared to the expected usage amount. An authorization of at least one payment-related action associated with the at least one group of connected devices is automatically transmitted to a payment system in response to determining that the usage amount is less than or equal to the expected amount, and at least one instruction to perform a corrective action associated with the group is automatically transmitted to at least one connected device of the group in response to determining that the actual amount exceeds the expected amount.