In today’s world, AISI Stainless Steel contributes to almost half of the world’s production and consumption for industrial purposes. Stainless Steel is most popular alloy widely used in part manufacturing due to its inherent properties like high strength, great corrosion resistant, high ductility etc. but are hard materials to machining on-base performance criteria like metallurgical aspect, low thermal conductivity, chip formation, cutting tool wear and surface integrity. The surface roughness and material removal rate have been identified as quality attributes and are assumed to be directly related to performance, productivity, and production costs. In this paper study of various machining problem discussed by different researchers and their probable solution, which helps to reduce tool wear, increase corrosion resistance, high surface finish by reducing machining complexity.