Large language models power the apps that enable features such as auto-complete, generative media and text, and predictive analytics. Still, few organizations have the talent and resources to develop these models on their own. Our executive team of AI model makers discuss the types and uses of LLMs, as well as the business impact and challenges associated with their development, scalability, fairness, and more.