I guess what you are trying to do is to optimise your process conditions to reach 80% ready and take measurements every day. Is this correct?
I think, yes JMP is probably for you. It can easily handle 100 times the amount of data that you have.
Can you tell us a bit more about your algorithm? Like this we can give you advice on which analysis Platform you can use.