The Assembled Stack: Why 94% of Enterprise AI Stalls (and How the 6% Win)

Unlock the secrets of the "6% club"—the elite high-performers who have successfully converted AI investment into measurable EBIT impact. While 88% of organizations have adopted AI, the vast majority remain trapped in the "copilot layer," failing to move past surface-level productivity.In this episode, we dive into The Assembled Stack, a research-backed framework for Enterprise AI Transformation. We explore why generic tools create a "learning gap" and why true transformation requires a full-stack architecture: a robust grounding layer (ontologies and digital twins), agentic applications with write access, and a fundamental workflow redesign.Key topics include:The Elimination Test: Why real AI transformation isn't about doing tasks faster—it’s about making process artifacts, like the monthly forecast cycle, disappear entirely.Architecting for ROI: How to avoid the 40% of agentic AI projects forecasted to fail due to unclear ROI and missing risk controls.The Vendor Moat: Analyzing how Microsoft, SAP, Salesforce, and Palantir are competing for the orchestration layer and what it means for your data-access policy.Industry Benchmarks: Insights from JPMorgan, Walmart, and Siemens on deploying AI in high-exception environments like supply chain and back-office operations.Whether you are an Enterprise Architect, a digital transformation leader, or a C-suite executive, learn how to invert the build order—putting the grounding layer first—to ensure your AI initiatives deliver enterprise-level financial impact.