Pigment washout and mechanical degradation reduce the longevity of hair color treatments, which is mitigated by engineering a durable polymer matrix using carbodiimide-carboxylic acid reactive chemistry. This covalent anchoring of silicone copolymers ensures color retention and structural integrity against repeated washing.