The development of magnetic materials with high saturation magnetization (
M
s
) and uniaxial magnetic anisotropy (
K
u
) is required for the realisation of high-performance permanent magnets capable of reducing the power consumption of motors and data storage devices. Although FeCo-based materials with the body-centred cubic structure (bcc) exhibit the highest
M
s
values among various transition metal alloys, their low
K
u
magnitudes makes them unsuitable for permanent magnets. Recent first-principles calculations and experimental studies revealed that the epitaxial FeCo thin films with the body-centred tetragonal (bct) structure and thicknesses of several nanometres exhibited
K
u
values of 10
6
J·m
−3
due to epitaxial stress, which required further stabilisation. In this work, the FeCo lattice stabilised via VN addition were characterised by high
K
u
magnitudes exceeding 10
6
J·m
−3
. The obtained bct structure remained stable even for the films with thicknesses of 100 nm deposited on an amorphous substrate, suggesting its possible use in bulk systems.