Valyu
Stage 05 · Medical affairs & post-market

Answer the medical question with the latest evidence.

Draft medical information responses, watch the literature for safety signals and check every claim in a slide against its primary source.

Medical information responseOutline
SectionContentReferences
QuestionCan the drug be used in patients with moderate renal impairment?—
SummaryNo dose change is needed in moderate impairment. Data in severe impairment are limited.[1] [2]
Clinical dataExposure rose about 1.3-fold in a dedicated renal study; phase 3 subgroups showed no new signals[3]–[5]
SafetyLabel: monitor renal function; two case reports of acute kidney injury in the literature[6]
Illustrative output

Questions

The questions at this stage.

Sources it reads
PubMed full textWiley Health & Life SciencesmedRxivDailyMed drug labelsopenFDA drug events
  • What is the published evidence for use in patients with renal impairment?
  • Which new case reports mention this adverse event?
  • What did this week’s publications say about our drug class?
  • Which claims in this deck lack a primary source?

Related use cases

Also at this stage.

The narrower questions teams bring to this stage.

Claim checking

Every claim in a deck or manuscript matched to its primary source, or flagged.

Medical information responses

Standard response letters with references a reviewer can open.

Safety surveillance

New publications and openFDA adverse event reports screened for signals on a schedule.

Publication planning

What has been published on a drug class, by whom, and where the gaps are.

Claim check

Every claim, matched or flagged.

Claim checkIllustrative
ClaimResultMatched to
Semaglutide cut MACE by 20%VerifiedSELECT trial
“First GLP-1 with renal benefit”CorrectedFLOW trial
Dose 2.4 mg weeklyVerifiedFDA label

Applications

What teams build.

Medical information drafting

Draft standard response letters with references a reviewer can check.

Literature surveillance

Screen new publications for safety signals on a schedule.

Claim checkers

Match every claim in a document to its primary source.

For medical affairs

Every claim referenced before it reaches review.

Draft responses and check decks against the primary literature, so review is about judgement, not hunting for sources.