You should review with a diverse group: Technologists should seek opinions from a broad community of technical and business or internal professional users to avoid making an embarrassing or dangerous misapplication of machine intelligence tools. And consider piloting an “inert mode,” running MI tools in pilots parallel to the production environment to compare the results against a human-operated process.