HEALTHCARE · COST

Clinical Notes RAG: $1.4M annual cloud savings

-$1.4M

A hospital network needed 18M anonymized clinical notes searchable for research. Hybrid RAG with per-patient ACLs and right-sized infra cut spend dramatically.

We replaced always-on GPU clusters with batch embedding jobs and tiered storage for cold notes.

Search quality held at 0.89 nDCG while annual cloud spend fell by $1.4M.