THE QUIET GROWTH OF RACE-DETECTION SOFTWARE SPARKS CONCERNS OVER BIAS. When Revlon Inc. wanted to know what lipstick women of different races and in different countries were wearing, the cosmetics giant didn’t need to send out a survey. It hired Miami-based Kairos Inc., which used a facial-analysis algorithm to scan Instagram photos.