Time Saved
15–25 hrs
per analysis cycle
TFL Generation
2–3x
faster with Copilot
Report Narratives
Minutes
for first draft
Deliverables
Tracked
across all milestones
AI Tool Stack
GitHub CopilotAI pair programmer for SAS, R, Python — TFL generation, CDISC SDTM/ADaM, QC code
$19/mo
Jasper CreatorClinical study report narrative drafting — methods, results, safety summaries, DSMB reports
$49/mo
Notion AIDeliverable tracking — output type, milestone, programmer, QC status, review sign-off
$10/mo
Boundaries & Limitations
⚠ Does not select or validate statistical methodologies
⚠ Does not replace independent QC programming
⚠ Does not produce submission-ready TFLs without human review
⚠ Does not interpret results or draw clinical conclusions
Workflow Pipeline
1
Locked analysis datasets arrive from Stage 3
2
GitHub Copilot accelerates TFL programming in SAS/R
3
Standard tables generated: demographics, disposition, AE summaries
4
Jasper drafts narrative sections of clinical study report
5
Notion AI tracks deliverable pipeline from code to final review
6
Completed evidence package feeds into Stage 5 regulatory docs
Read the Full Guide
Get detailed tool configurations, workflow tutorials, and honest limitations for this stage in our flagship article.
Read Guide →Stage 4 Monthly Cost
$78/mo
AI accelerates workflows — clinical judgment remains human