The present invention relates to novel antigen binding proteins, in particular monoclonal antibodies, capable of binding to the protein Axl as well as the amino and nucleic acid sequences coding for said proteins. From one aspect, the invention relates to novel antigen binding proteins, or antigen binding fragments, capable of binding to Axl and, by inducing internalization of Axl, being internalized into the cell. The invention also comprises the use of said antigen binding proteins as addressing products in conjugation with other anti-cancer compounds, such as toxins, radio-elements or drugs, and the use of same for the treatment of certain cancers.