Doctors ask hard scientific questions. KOLs need careful identification. Advisory boards need orchestration. Orange Medical gives medical affairs a RAG-grounded query workspace, AI-drafted responses with citations to your own evidence library, and a KOL profile that updates itself.
Six modules for the medical motion: queries, KOL, evidence library, advisory boards, briefs, and the RAG engine that powers them all.
Inbound questions triaged, AI-drafted with citations, MSL-reviewed before sending.
Auto-updated from publications, conferences, trial registries. Tier and influence tracked.
Curated source-of-truth — labels, trials, guidelines, slide kits — versioned with status.
Agenda drafting, attendee tracking, output capture · all tied to evidence.
Monthly territory-tailored medical updates pushed to MSLs and reps.
BM25 + dense vectors + entity graph — the same engine that powers Vault and CRM AI.
Medical affairs operates primarily in Medical, but escalations come from CRM and citations land in Vault.
Query workspace, KOL profiles, evidence library, advisory boards — the medical home.
Drug labels and regulatory documents — the citation source-of-truth for every reply.
HCP master with affiliations and publications · drives KOL identification.
Every answer grounded in your own evidence library — no hallucinations, every claim sourced.
BM25 + dense vectors + entity graph. Returns evidence ranked by relevance and recency.
Structured replies with inline citations to your evidence library. MSL reviews before send.
Auto-elevates HCPs from publications, conference speaking, and trial leadership.
Tailors the monthly medical brief to each territory's product mix and audience.
"What used to take an MSL three days — find the evidence, draft the reply, get it reviewed — now takes six hours and the citations are stronger."Director of Medical Affairs · CNS franchise · 9 months on Orange
Orange speaks the language of each role — without forcing one team to adopt another's tools.