In recent years, Multi-Principal Element Alloys (MPEAs) have emerged as a new and exciting class of materials. To date, the most widely used processing methods for MPEAs are arc melting and mechanical alloying. The study explores the feasibility of an alternative, novel process to process bulk MPEA samples, namely the reduction of an oxide powder precursor mix. Equiatomic CuCoFeNi was selected as a model system of study because these elements form a subset of a large proportion of MPEA compositions already studied. High purity precursor oxide powders of Co3O4, CuO, Fe2O3 and NiO were milled and mixed using standard ceramic processing methods. The green pellets were subjected to a reduction annealing treatment in flowing 5%H2–N2 at 1000 °C, with heat-treatment times ranging from 4 to 1000 h. After 4 h, the sample was transformed into a dense metallic bulk sample with no residual oxides. The microstructure was characterized by x-ray EDS, SEM and XRD, and was shown to consist of a polycrystalline matrix, and a copper-rich second phase situated at the triple points. The hardness was studied by nano-indentation. Using EPMA (electron microprobe analysis), the composition of the matrix was determined to be Cu18.1Co26.6Fe26.9Ni28.4 (at%), which represents the single phase MPEA composition. Oxide reduction is a viable technique for processing bulk complex metallic alloys, with potential for novel microstructural tailoring.