Red Hat Consulting AI Incubator Overview

This document is a guide detailing the Red Hat Consulting: AI Incubator program, which assists organizations in implementing artificial intelligence (AI) solutions within their IT environments. The AI Incubator aims to bridge the gap between initial AI concepts and scalable production solutions by collaborating with IT teams. It provides a structured, immersive residency-style engagement where Red Hat experts work alongside teams to prototype and release generative AI and predictive AI solutions. The guide outlines the phases of the engagement, including team formation, data engineering, AI engineering, model serving, feedback, and next steps. Additionally, it presents various AI use cases that organizations can consider for implementation, such as AI Platform-as-a-Service and Agentic AI. The document emphasizes the importance of aligning internal teams and processes to enhance efficiency and effectiveness in AI applications, ultimately leading to tangible business outcomes.