residency

Executive Overview The enterprise artificial intelligence landscape is undergoing a decisive shift from conversational, prompt-based generative models to autonomous, context-aware "agentic" systems. While early enterprise deployments focused primarily on internal testing and low-stakes pilots, enterprise IT executives now face increasing operational pressure to deliver measurable business outcomes, system reliability, and transparent ROI from their AI…