A value-added abrasive product can be obtained by devitrifying CaO-rich cupola slag glass. The treatment process forms a dense, intertwined, fibrous Mg-wollastonite microstructure that has improved chemical corrosion resistance and a two-fold increase in abrasion resistance (inverse grindability) over the original glass.