What is the inverse of a matrix and when does it exist?

Inverse matrix reverses transformation; it exists only for full-rank square matrices.

A matrix A has an inverse A⁻¹ if multiplying them yields identity. This is only possible if determinant is non-zero and matrix is full rank. Otherwise, information is lost and cannot be recovered.