We shall review the recent progress, based on the use of the quantum Knizhnik-Zamolodchikov equation, in the study of certain statistical models of loops with remarkable combinatorial properties and which are the subject of the Razumov-Stroganov conjecture. Then we shall present some applications to enumerative combinatorics, settling in particular some old conjectures on Alternating Sign Matrices and Plane Partitions.