Many companies are experimenting with generative artificial intelligence (GenAI) now, both for internal employee productivity objectives as well as customer interaction, but only a few have production deployments. Difficulties with upskilling workers, changing processes, and integrating technology persist, and many companies are caught in a perpetual experimentation loop.