An elementary matrix is a matrix that results from performing a single elementary row operation on an identity matrix, and it plays a crucial role in understanding and performing matrix transformations and solving linear equations. By multiplying any matrix by an elementary matrix, you can perform the corresponding row operation on that matrix, making elementary matrices fundamental tools in linear algebra for matrix manipulation and inversion processes.