Your e$-$commerce company completed an A$/$B test of a new personalized recommendation system. The data shows that when customers receive personalized product recommendations, they spend an average of $$12$ more per purchase. However, implementing and maintaining this system would cost $$50,000$ per year.$$What factors would you use determine if this investment is worthwhile?$$Make sure to include why each of these factors are relevant to your decision