An integrated device for enhancing signals in Surface Enhanced Raman Spectroscopy (SERS). The integrated device comprising an array of nanostructures comprising a material, wherein the material is configured to allow light to pass through. The integrated device also comprising SERS active nanoparticles disposed on at least portion of the array of nanostructures and a mirror integrated below a base of the array of nanostructures. The mirror is configured to reflect light passing through the material into the array of nanostructures.