Red Hat Consulting Operationalize AI Engagement Guide

This document is a guide that outlines the Red Hat Consulting engagement titled 'Operationalize AI.' The engagement aims to assist organizations in developing and maturing their AI strategies by establishing a security-focused, automated, and scalable platform for production-ready AI solutions. It addresses the complexities and challenges associated with generative AI, including risks such as data leakage and biased outputs. The guide details three key capabilities provided by the engagement: transforming AI model prototypes into production-ready API services, implementing continuous integration and continuous delivery automation, and building observability into model and application metrics. It emphasizes the importance of a customer-focused approach, recommending that organizations identify a sample model to work on collaboratively with Red Hat experts. The document also discusses the iterative nature of the MLOps lifecycle and the necessity of integrating existing enterprise tools and frameworks for effective deployment and monitoring of AI models.