Panorama TMF QC

The Challenge

Trial Master Files are growing larger, more complex, and harder to verify. Manual spot checks only capture a fraction of the data, and human reviewers spend hours opening each file, interpreting its content, and comparing it to metadata that may not match.

The result? Inconsistent records, missed discrepancies, and wasted effort - right when accuracy matters most.

The Panorama Solution

Panorama TMF QC automates document validation. It reads each file directly, compares its content against TMF metadata, and produces structured, auditable outputs - revealing where your metadata and content align and where they diverge.

Deterministic, consistent, and regulator-friendly - giving you the confidence to move faster without sacrificing accuracy.

You provide your TMF export — typically a collection of PDF documents and associated metadata tables. No cloud upload; data moves directly into a private, controlled environment.

Panorama reads each document, extracts context, and compares its contents against expected metadata using rule-driven logic and locally hosted models. All analysis occurs on-premises inside WCSSRG-controlled infrastructure.

The system outputs a structured CSV summarizing each document’s status — aligned, flagged, or requiring review — along with concise notes and optional audit logs.

Process 10,000+ PDFs in hours, not weeks — accelerating your QC cycles without sacrificing accuracy.

All processing occurs inside WCSSRG’s controlled environment — no cloud exposure, no external data transfer, and complete data isolation.

Every decision is logged and exported with your results, providing transparent evidence that supports ALCOA+ principles.

Rule-driven logic delivers deterministic, repeatable QC across every study, every submission, every time.

Outputs are regulator-friendly and ready for inclusion in inspection documentation — turning uncertainty into confidence.