We develop an expression for the exact solution of the matrix differential problem

based on variation of parameters and use this to devise the time-stepping relation

. We modify a procedure of Van Loan to effect efficient computation of all the terms necessary to advance the solution in time according to this relation. We consider some alternatives when sparsity is a concern. A numerical example of our procedure is included.