The selective preparation of aliphatic primary amines from alpha-olefins, synthesis gas (CO/H-2) and ammonia has been developed involving the use of homogeneous cobalt, rhodium and ruthenium catalysis. The modes by which these products are generated is discussed. An alternative, two-step procedure requiring initial olefin hydroformylation, followed by reductive amination of the linear aldehyde intermediate, is also described.