
Reason out
Logical Process
Use 'reason out' when describing the systematic process of thinking to solve a problem or make a decision. 
Problem Solving
'Reason out' often implies there's an issue or complex matter that needs a logical explanation or solution. 
Not Guesswork
The phrase is not used for making guesses, but for thinking that is supported by facts and evidence. 