Scheme theory is a unifying framework in algebraic geometry that generalizes the concept of algebraic varieties by incorporating both geometric and arithmetic information through the use of sheaves on the spectrum of a ring. It allows for the study of geometric objects over arbitrary commutative rings, enabling a deeper understanding of the connections between geometry and number theory.