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RESEARCH PREVIEW · 2026-08-27
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What this snapshot covers — and what it does not

Bound to snap_8a8a4c9bb810aee3 · evidence cutoff 2026-08-27T04:05Z. 42 of 142 rows (30%) are documentary-confirmed. 3 of 39 products currently pass the documentary gate.

ProductWorkflowFreshnessConfirmed rowsDocumentary gateMost important gapEvidence needed
Freed AI ScribeAmbient Clinical DocumentationHistorical0/4 (0%)Not passedNamed production deploymentMissing evidence: independently verified production deployment at comparable scale.
Suki AssistantAmbient Clinical DocumentationHistorical1/3 (33%)Not passedNamed production deploymentMissing evidence: independently verified production deployment at comparable scale.
DAX CopilotAmbient Clinical DocumentationHistorical2/6 (33%)Not passedNamed production deploymentMissing evidence: independently verified production deployment at comparable scale.
Ambience AutoScribeAmbient Clinical DocumentationHistorical3/5 (60%)Not passedNamed production deploymentMissing evidence: independently verified production deployment at comparable scale.
Nabla CopilotAmbient Clinical DocumentationHistorical3/5 (60%)Not passedIndependently reported economic outcomeIndependently reported economic outcome

Freed AI Scribe

Ambient Clinical Documentation · Historical · gate not passed · not comparable

0 of 4 rows confirmed (0%).

Most important gap: Named production deployment

Missing evidence: independently verified production deployment at comparable scale.

Suki Assistant

Ambient Clinical Documentation · Historical · gate not passed · not comparable

1 of 3 rows confirmed (33%).

Most important gap: Named production deployment

Missing evidence: independently verified production deployment at comparable scale.

DAX Copilot

Ambient Clinical Documentation · Historical · gate not passed · not comparable

2 of 6 rows confirmed (33%).

Most important gap: Named production deployment

Missing evidence: independently verified production deployment at comparable scale.

Ambience AutoScribe

Ambient Clinical Documentation · Historical · gate not passed · not comparable

3 of 5 rows confirmed (60%).

Most important gap: Named production deployment

Missing evidence: independently verified production deployment at comparable scale.

Nabla Copilot

Ambient Clinical Documentation · Historical · gate not passed · not comparable

3 of 5 rows confirmed (60%).

Most important gap: Independently reported economic outcome

Independently reported economic outcome

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