This narrative review summarizes preclinical and formulation studies on solid lipid nanoparticles (SLNs) and nanostructured lipid carriers (NLCs) as ocular drug delivery platforms. The review concludes that these carriers demonstrate potential for enhancing ocular bioavailability and sustained drug release, but clinical translation has not yet been achieved.