An internal LLM-serving and orchestration stack powering the clinical agent deployed inside the Epic electronic health record at the Cliniques Universitaires Saint-Luc. Chopper handles model serving, inference routing, safety guardrails, auditability, and monitoring for an agentic system used by 3,900+ clinicians across 250,000+ clinical interactions.