Scientists have prototyped a new method for ‘rationally engineering’ enzymes to deliver improved performance. They have devised an algorithm, which takes into account an enzyme’s evolutionary history, to flag where mutations could be introduced with a high likelihood of delivering functional improvements. Their work could have significant, wide-ranging impacts across a suite of industries, from food production to human health.