Classical Schur algebras are a family of finite-dimensional algebras discovered by Issai Schur in 1901. They are intimately related to general linear and symmetric groups, and possess combinatorial structure enabling one to concretely study their representation theory. In this talk we will discuss the construction and representation theory of a new family of algebras which in a certain sense interpolate between the classical Schur algebras.