Multiplying two matrices is the workhorse of AI/ML operations. In BLAS nomenclature, it's called a GEneral Matrix-Matrix (GEMM) multiply.
The computational work is N^3, while the data is N^2, leading to more opportunities for data reuse and optimization than some of the lower rank operations.