I really don't understand your problem...
Fact: An unstable isotope will decay at a random point in time, but the probability of the isotope decaying is equal for every point in time.
Fact: Each isotope has its own decay constant (lambda).
Put some mathematics on these two facts and you will get the function representing exponantial decay.
Done.
Where are all those theories you are talking about?