The CloudFactory Data and AI Team includes AI engineers, Forward Deployed Engineers (FDEs), data scientists, and CloudFactory Evaluators who build and operate production AI for enterprises and AI technology companies. Since 2010, the team has helped more than 700 organizations develop, deploy, and run reliable AI across data foundation, model and agent evaluation, AI trust, and managed AI operations. Their writing draws on that hands-on work in industries where AI decisions carry financial, safety, and regulatory weight.