If MT proposals are used properly, post-editing can increase translators productivity and lead to significant cost savings.
it is beneficial to provide MT confidence estimation, to help the translators to decide whether to accept MT proposals, making minor modifications on MT proposals when the quality is high or translating from scratching when the quality is low.