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.

For years, digital work platforms promised freedom: Work from anywhere, choose your clients, build a borderless career. Today, the mechanics of platforms have shifted. A change in platform fees can ...