How to develop and document business policies and decision logic?

Changing regulations, business strategies and compliancy standards require new business policies to be developed constantly. Consequently new decisions will be made which need to be managed properly. However managing these new decisions is (of course) not without challenge. The field of decision management has steadily become more popular – first focusing on it being a better way to manage business rules, but lately shifting its focus to predictive analytics.