Pharmatext - AI fact-checking for pharma content that must survive MLR
byā¢
Pharma content dies in MLR review. PharmaText verifies every claim against your source PDFs, anchors citations to the exact passage, and flags contradictions ā so your drafts are audit-ready before reviewers see them.
Replies
Best
Maker
š
Hi Product Hunt! š
I built PharmaText after seeing how much time pharma teams burn on MLR (Medical, Legal, Regulatory) review. A single deck can cycle through review 3ā4 times, and most rejections come down to the same thing: claims that don't match their references, citations pointing to a 40-page PDF with no idea which passage supports what, or numbers that quietly contradict the source.
PharmaText fixes that before reviewers ever see the draft:
š It checks every claim against your actual source PDFs ā not the open web
š It anchors each citation to the exact supporting passage, so reviewers can verify in one click
ā ļø It flags contradictions and unsupported claims so writers fix them upfront
The goal isn't to replace MLR review ā it's to make sure content shows up audit-ready, so review becomes a confirmation step instead of a rework loop.
If you've ever waited weeks for a deck to clear review (or been the reviewer chasing page numbers), I'd love your feedback. Happy to answer anything!
Replies