How to define ideal customer profile for a custom app dev agency?

When I say custom app development agency, we can develop anything if the customer can give the solution and requirements. But we cannot give "solution" as we don't have industry specific knowledge.

Simply - Our expertise is in coding and developing apps.

Can anyone help me how should I define our ideal customer profile?