We present the first self-consistent chemodynamical model fitted to reproduce data for the galactic bulge , bar and inner disk . We extend the Made-to-Measure method to an augmented phase-space including the metallicity of stars , and show its first application to the bar region of the Milky Way . Using data from the ARGOS and APOGEE ( DR12 ) surveys , we adapt the recent dynamical model from Portail et al . to reproduce the observed spatial and kinematic variations as a function of metallicity , thus allowing the detailed study of the 3D density distributions , kinematics and orbital structure of stars in different metallicity bins . We find that metal-rich stars with \textrm { [ Fe / H ] } \geq - 0.5 are strongly barred and have dynamical properties that are consistent with a common disk origin . Metal-poor stars with \textrm { [ Fe / H ] } \leq - 0.5 show strong kinematic variations with metallicity , indicating varying contributions from the underlying stellar populations . Outside the central kpc , metal-poor stars are found to have the density and kinematics of a thick disk while in the inner kpc , evidence for an extra concentration of metal-poor stars is found . Finally , the combined orbit distributions of all metallicities in the model naturally reproduce the observed vertex deviations in the bulge . This paper demonstrates the power of Made-to-Measure chemodynamical models , that when extended to other chemical dimensions will be very powerful tools to maximize the information obtained from large spectroscopic surveys such as APOGEE , GALAH and MOONS .