Launching a new product can be a bit like a science experiment. You have made observations and created a hypothesis with data that supports your claims. Next, the hypothesis gets approved so you launch the product thus testing it.

Now its time to draw conclusions and refine the hypothesis.  

But this presents you with a problem. Your original hypothesis data is not the same as that returning from the real world. So what can you do?