If game theory tries to solve the question:
Given a system of incentives X, what is the optimal strategy for agents in the system?
Then solving incentives (AKA mechanism design) seeks to solve this question:
Given that we want agents in our system to act like Y, what incentives can we put into the system that make this their optimal strategy?
This comes up in many varied places.