SAP CFO Uttam G. Paranthaman argues that enterprise AI must transition from simple chatbots to complex business processes to deliver real returns. He prioritizes clean data and cost control over raw model power. This shift forces developers to focus on reliability. Practitioners must now solve deep operational friction rather than deploying superficial interface tools.