Inadequate infrastructure and fragmented data currently block organizations from realizing returns on agentic AI. Unlike simple chatbots, agents require frictionless access to both structured and unstructured operational systems to execute real-time actions. MIT Technology Review notes that business context is now the primary bottleneck. Practitioners must prioritize data unification before scaling autonomous workflows.