Your Foundation Model is a Service. Operate it Like One

Foundation Models (FMs) require similar operational care as traditional services, including monitoring and deployment management. This means adopting a structured life cycle, similar to the Software Development Life Cycle (SDLC), to ensure reliability and minimize downtime. As FMs are increasingly used in production, it's essential to treat them as services and not just mathematical models. This involves implementing robust monitoring, deployment strategies, and incident response plans to mitigate the risks associated with FM failures. By doing so, organizations can ensure the reliability and efficiency of their FMs.