For some industries, the use of AI and machine learning models is novel, but several industries—consumer finance and insurance in particular—have been building, using and governing models for decades.

The global economic collapse, like an outgoing tide that reveals once unseen reefs and wreckage, brought to the world’s attention an assortment of exposés about scams and high-risk speculations around ...