Panorama TMF QC


A Virtual Inspector for Trial Master File Readiness

TMF Inspection Readiness

Manual TMF QC does not scale.

Sponsors and clinical teams are still forced to open records one by one, reconcile metadata manually, chase version drift, and assemble inspection narratives from fragmented evidence.

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The real problem is calendar time.

Larger TMFs create larger review queues, slower remediation cycles, and later visibility into inspection-readiness risk. Panorama TMF QC is designed to compress the path from raw TMF export to structured, reviewer-ready findings.

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Every record can be touched by the workflow, rather than relying only on limited sampling.
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Evidence is organized into structured findings, branch decisions, and reviewer-ready outputs.
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Human review remains in control, but starts from a much sharper evidence base.

Why Panorama

Not a chatbot. Not cheaper manual review. Not a black box.

Panorama TMF QC is a structured Virtual Inspector for Trial Master File readiness, using bounded workflow logic, evidence discipline, and human-reviewable outputs.

Structured inspection logic

The workflow applies rules, thresholds, dependency checks, and branch logic across the TMF instead of relying on open-ended prompt-and-response review.

Designed for time compression

The goal is not simply to replace expensive review labor with cheaper review labor. The goal is to move the inspection-readiness finish line closer.

Evidence-bounded outputs

Findings are tied back to records, metadata, dependencies, and review logic so teams can inspect, challenge, accept, or remediate the result.

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Inspection Domains

What Panorama TMF QC checks

Panorama evaluates TMF readiness across the areas that matter when an inspection narrative must be complete, traceable, controlled, and reconstructable.

Foundation TMF structure, filing model, category inventory, metadata quality, and completeness signals.
Trial Design Control Protocol, amendments, downstream obligations, impact areas, and design traceability.
Approvals and Consent Approval matrices, consent inventories, approval timing, and consent alignment checks.
Site Readiness Startup evidence, activation readiness, PI qualification, delegation, and training coverage.
Subject Management Consent timing, eligibility coherence, subject-flow logic, and evidence consistency.
Safety Documentation IB control, safety evidence, downstream approval impacts, and consent implications.
Monitoring, Deviations, and CAPA Oversight coverage, issue traceability, recurrence patterns, and CAPA linkage.
Closeout and Readiness Open gaps, reconstructability, unresolved risks, and inspection-readiness conclusion.
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Outputs

Reviewer-ready evidence, not vague AI commentary.

Panorama is built to produce structured outputs that clinical operations, quality, compliance, and inspection-readiness teams can actually use.

Typical pilot outputs include:

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TMF record universe and coverage ledger
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Baseline metadata and filing-quality checks
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Rules-driven inspection findings
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Branch decisions and dependency logic
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Reconstructability assessment
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ALCOA+ supporting evidence review
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Reviewer-ready inspection package for remediation planning

Time Compression

Built to save calendar time, not just reviewer hours.

You can always reduce QC cost by changing labor. Panorama TMF QC is designed to reduce the time between asking “Are we inspection-ready?” and having a structured, evidence-supported answer.

128 Structured workflow steps designed around TMF inspection-readiness logic.
100% Record-level workflow coverage target, rather than relying only on narrow sampling.
1 Evidence package designed to support review, remediation, and inspection-readiness planning.
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The Firm Behind Panorama

Built by regulated-industry technology leadership.

WCSSRG brings enterprise technology, compliance, inspection-readiness, systems governance, and regulated-industry delivery experience into a focused TMF QC product. Advisory services remain available, but Panorama TMF QC is now the primary offer.

Regulated systems experience

Practical experience across enterprise platforms, governance, compliance, data, quality, and technology operations.

Inspection-readiness focus

Designed around the evidence and reconstructability questions that matter when teams need defensible TMF answers.

AI with evidence discipline

AI is used inside bounded workflows, with outputs that remain traceable, reviewable, and challengeable by humans.

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Start With a Focused Pilot

See what a Virtual Inspector finds in your TMF.

Start with a defined TMF extract. Panorama TMF QC can assess structure, metadata, filing quality, traceability, reconstructability, and inspection-readiness signals, then produce structured findings your team can review.

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Built for sponsors, CRO oversight teams, clinical operations, quality, compliance, and inspection-readiness leaders.