QTL – TLF Automation

Context: Global pharmaceutical company requiring efficient Table, Listing, Figure (TLF) reporting for clinical trial data presentation.

Challenge: Manual TLF creation was time‑consuming and prone to inconsistencies across 2,000+ studies. Needed automated, audit‑ready reporting to support regulatory submissions.

Solution: Automated TLF generation using R Markdown:

• Created reusable templates for Tables, Listings, and Figures
• Integrated with SDTM datasets for standardized data extraction
• Produced consistent, version‑controlled reports directly from R analysis pipelines

Outcome: Reduced manual effort, improved consistency, and delivered accurate, timely data insights for clinical trial teams and regulatory submissions.