We present theoretical results for the underscreened Kondo lattice model with localized S = 1 spins coupled to a conduction band through a Kondo coupling, J K , and interacting among them ferromagnetically. We use a fermionic representation for the spin operators and expand the Hamiltonian in terms of bosonic fields. For large values of J K , we obtain a ferromagnetically ordered solution and a Kondo regime with a Kondo temperature, T K , larger than the Curie temperature, T C . This finding suggests a scenario for a coexistence of Kondo effect and ferromagnetic order. In some uranium compounds, such as UTe or UCu 0.9 Sb 2 , this kind of coexistence has been experimentally observed: they order ferromagnetically with a Curie temperature of order T C ϳ 100 K and exhibit a Kondo behavior for T Ͼ T C . The proposed underscreened Kondo lattice model accounts well for the coexistence between magnetic order and Kondo behavior and yields to a new "ferromagnetic Doniach diagram."