
Situation/Pain
A top 5 pharma medical strategy group commissioned systematic literature reviews to support publication planning and HEOR dossiers across a large immunology portfolio.
Reviews were outsourced and took twelve to sixteen weeks. By delivery the evidence base had moved, and the plan was set against a picture a quarter old.
Pre LogicFlo
Before LogicFlo, the team faced three recurring challenges:
SLR turnaround of 12 to 16 weeks meant every review described a literature base that had already changed
Vendor cost per review capped how many therapeutic areas could be covered, so smaller indications went unreviewed
Generic AI tools were tested and abandoned because results could not be traced to source and verifying took longer than searching
Results
20x | 40% |
|---|---|
Faster SLR turnaround (~14 weeks to ~3 days) | More relevant records surfaced than manual search |
The review used to be something we commissioned and waited on. It is now something we open, which changes what we can plan and how fast we can react.
VP, Medical Strategy
Top 5 pharma company
LogicFlo AI being deployed as the literature review engine across the medical portfolio






