In this Dreamforce interview, Raphaelle d’Ornano joins Holger Mueller with theCUBE’s John Furrier and Gemma Allen to unpack Salesforce’s agentic roadmap and what it means for the enterprise. The discussion probes how Agentforce, real-time Data Cloud context and Slack as the primary surface come together under trust and governance – plus where gaps remain (from background business processes to ERP and supply chain). d’Ornano argues Salesforce should move beyond the “CRM” ticker and be recognized as an agentic orchestration platform, while Mueller pushes back that agents still rely on SaaS APIs and that Salesforce is expanding as a platform-and-apps company. You’ll hear candid takes on what’s production-ready, where customers are actually building and why execution, not just naming, will determine outcomes. The conversation dives into observability and analytics for agents, the pace of customer-built agents (including pre-briefed upgrades), and the practical realities of “vibe coding” inside complex enterprises where human-in-the-loop and approvals remain key. The guests explore Slack’s role as a context engine and moat, real-time data patterns (latency, zero-copy claims, SLAs), and the emerging sprawl of data lakehouses. d’Ornano shares a Wall Street lens for separating AI enablers from AI adopters and her “AI optionality” framework for identifying orchestrators vs. the bypassed – alongside a nuanced view of “AI bubble” vs. “AI circularity” and market reactions to high-profile partnerships. The segment closes with letter grades for the keynote (ranging from B+ to A-) and a look at how category lines are being redrawn as agentic automation becomes routine business labor.