Generative AI is changing industries. It uses powerful models. These include large language models (LLMs) and foundation models (FMs). However, deploying these models is complex. Managing them at scale adds more challenges. Traditional MLOps frameworks were not built for this. This chapter talks about GenAIOps. It is an evolution of MLOps. It is designed for generative AI. It meets the unique demands of this technology.