Foundations and Stages of Modern AI Development At the heart of any successful artificial intelligence initiative lies a clear understanding of the development lifecycle. Early stages focus on problem framing, data collection, and feasibility analysis: defining measurable objectives, identifying the right data sources, and prioritizing business value. During the model design phase, teams evaluate approaches…