Basically for me, it has two aspects: first the storage engine is designed to handle all models natively. second you have a common query language which is supported by the database storage engine.

There are different approaches, which are used in other products and which can also work well. For example, you can restrict the database engine to a pure key/value store and add different personalities to it. Or you have a client which implements a common query language for different products.