Why am I completely done with LLMs in the enterprise

A seminar by Marco van Hurne *AI Factory leader at Eigenvector Research* LLMs are great at language. Enterprises, inconveniently, run on processes, decisions, controls, systems, and coordination. In this seminar, I’ll explain **why LLM-first architectures** struggle with complex workflows, why reliability falls apart across many steps, and why adding more agents, guardrails, and validators often creates a larger pile of technology rather than a better solution. We’ll also explore **what comes next**: specialized models, deterministic execution, enterprise memory, ontologies, and coordination models. *Not an anti-LLM rant.* More of an architectural intervention before autocomplete gets promoted to CEO. We’ll break down: ⚙️ Why multi-step LLM workflows break 🧠 Specialized models vs. generalist LLMs 🏗️ Deterministic execution, ontologies, and enterprise memory 📍 **Live Webinar 21 August 2026 at 15:00 CEST** 🔗 **Register here:** https://attendee.gotowebinar.com/register/8131101150082168416?source=MU Group: Practical AI Going: 299 / 300 spots Online event. Official listing: https://www.meetup.com/amstelveen-ai-and-society-meetup-group/events/315818958/