What makes a good concept?

The short answer to what a good concept is:

A good concept narrows your focus and therefore eliminates possibilities.
A good concept narrows your focus and therefore guides you to possibilities that are a bit less obvious.
A good concept inspires the design and production process.
A good concept is a guideline to the design and production process.