The associative law simply states that parentheses can be moved around in Matrix Multiplication such that

Splitting Colums

Therefore it is also true that if and are both matrices with multiple columns in the relation

We can split this operation into multiplication of the separate columns with each other. When the columns of are and has then this holds.