The main problem is, I don't have a hypothesized model in mind. All I know is the historical rate of (yes/no) for the population of interest. I can maybe dig up info for models we've used in the past to predict the outcome of interest, but none of the variables would be similar to the new shared data from the vendor. So, how do I go about calculating a sample size needed to get value out of this opportunity?