Evidence & Explainability

Every Finding Is Sourced. Every Source Is Visible.

A risk flag with no visible reasoning is not usable in a regulated environment. Your team needs to know why something was flagged, how confident that flag is, and what it's based on.

Evidence Weighting

Findings are tiered by the strength of their support.

High Confidence

Direct precedent match

The claim or presentation closely mirrors language or structure FDA has specifically cited before.

Moderate Confidence

Analogous precedent

A related enforcement action or guidance passage bears on the issue, without being a direct match.

Principle-Based

Regulatory principle, no direct precedent

The concern is grounded in a statute, regulation, or guidance principle, even where no specific enforcement example exists.

Why this matters

This tiering lets your team triage: address direct-precedent findings with urgency, and treat principle-based findings as informed judgment calls rather than false alarms.

It also means every output is defensible — internally, to a committee, or in an audit — because the reasoning chain is visible rather than asserted, and grounded in a framework shaped by someone who made these calls at FDA.

Auditability

Every assessment retains its full citation trail.

Supporting internal documentation of a systematic, good-faith promotional review process.

See a sample citation trail.

Walk through a real finding, its evidence tier, and its full source trail.

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