To do something risky or dangerous; to make the important decisions or take control in a situation
In Money Heist, Professor called the shots while the crew followed his plan.
In this project, she's the one calling the shots.
The CEO is the one who ultimately calls the shots.
My parents let me plan the entire trip; they just let me call the shots.