In this episode of Let’s Talk about AI, we discuss the importance of establishing a robust platform for building generative AI (GenAI) applications and cover key elements, such as data management, model selection, scalability, cost, and system integration. Roman Kharkovski, Principal Architect at Qarik, explains the importance of understanding the business needs before proceeding with the development of an AI application. We chat about the spectrum of degrees of automation for business processes from co-pilot to auto-pilot and the tactics and strategy when implementing GenAI applications.