The DeepER-Med framework integrates AI agents with multi-hop retrieval to accelerate biomedical discovery. It introduces explicit, inspectable criteria for evidence appraisal to prevent compounding errors in clinical reasoning. This system targets complex, real-world medical queries where transparency is critical. Practitioners gain a verifiable audit trail for AI-generated scientific synthesis and clinical evidence.