All the inputs and system power are connected to the same 12V power when this lockup occurs.
I have verified this on my desktop repeatedly, the only delay there could be would be due to differences in the capacitance of the sourcing path, which will exist but won't be much.
According to another engineer out here, this problem has been observed before and the IX 024 inputs must be sourced by it's own 5V out to work reliably, which is probably mostly because this ensures the pin inputs will lag the power is supplied to the module. Can you confirm this?