This talk introduces a practical three-layer framework for AI-native software engineering, shaped by Maulik Sailor’s transformation work at Innovify and his experience building Notchup’s AI Chief of Staff. He outlines how organisations can move beyond surface-level code generation to redesign engineering execution, augment management through AI-driven orchestration of people, products, and processes, and establish governance models that ensure strategic alignment, measurable ROI, and long-term resilience. The session offers a founder-operator perspective on how to adopt AI not merely as a tool, but as part of a structural shift in how software organisations think, operate, and deliver.