Beyond DevOps and MLOps: What Companies Need to Know About GenAIOps
The Futurum Group, Thursday, October 24th, 2024
GenAIOps refers to the tools and processes for developing, deploying, and operationalizing generative AI models. It emerged as a distinct field due to the increasing complexity of managing these models, especially in multi-model environments.
GenAIOps is a set of tools and frameworks that aim to address the unique challenges of deploying and managing generative AI systems in production environments. Whether this is a standalone market or inevitably part of something bigger isn't clear yet as the market is still in its early evolution stages. But regardless of the structure of the market, the problem GenAIOps addresses is a very real and complex one for organizations as we move toward a multi-model and multi-modal Gen AI world.