The DeepER-Med framework integrates AI agents with multi-hop retrieval to accelerate biomedical discovery. It introduces inspectable criteria for evidence appraisal to prevent compounding errors. This transparency allows clinicians to verify reliability during complex medical queries. Practitioners gain a verifiable pipeline for synthesizing scientific data without relying on opaque black-box reasoning.